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ORCIDBMC Medical Informatics & Decision Making, Volume 21
Volume 21, Number 1, December 2021
- Sima Ranjbari, Toktam Khatibi
, Ahmad Vosough Dizaji, Hesamoddin Sajadi, Mehdi Totonchi, Firouzeh Ghaffari:
CNFE-SE: a novel approach combining complex network-based feature engineering and stacked ensemble to predict the success of intrauterine insemination and ranking the features. 1 - Saeid Eslami, Farnaz Khoshrounejad, Reza Golmakani, Zhila Taherzadeh, Fariba Tohidinezhad, Sayyed Mostafa Mostafavi, Raheleh Ganjali:
Effectiveness of IT-based interventions on self-management in adult kidney transplant recipients: a systematic review. 2 - Yiqing Zhao, Saravut J. Weroha, Ellen L. Goode, Hongfang Liu, Chen Wang:
Generating real-world evidence from unstructured clinical notes to examine clinical utility of genetic tests: use case in BRCAness. 3 - Racha Dabliz, Simon K. Poon, Angus Ritchie, Rosemary Burke, Jonathan Penm:
Usability evaluation of an integrated electronic medication management system implemented in an oncology setting using the unified theory of the acceptance and use of technology. 4 - Aixia Guo, Rahmatollah Beheshti, Yosef M. Khan, James R. Langabeer II, Randi E. Foraker:
Predicting cardiovascular health trajectories in time-series electronic health records with LSTM models. 5 - Milka Bochere Gesicho, Martin Chieng Were, Ankica Babic:
Evaluating performance of health care facilities at meeting HIV-indicator reporting requirements in Kenya: an application of K-means clustering algorithm. 6 - Saul Bertuccio, Giuseppe Tardiolo, Fabio Mauro Giambò, Grazia Paola Giuffrè, Rosalia Muratore, Carmela Settimo, Antonio Raffa, Sara Rigano, Alessia Bramanti, Nunzio Muscarà, Maria Cristina De Cola:
ReportFlow: an application for EEG visualization and reporting using cloud platform. 7 - Darren E. Stewart, Dallas W. Wood, James B. Alcorn, Erika D. Lease, Michael Hayes, A. Brett Hauber, Rebecca E. Goff:
A revealed preference analysis to develop composite scores approximating lung allocation policy in the U.S. 8 - Yongseok Mun, Jooyoung Kim, Kyoung Jin Noh, Soochahn Lee, Seok Kim, Soyoung Yi, Kyu Hyung Park, Sooyoung Yoo, Dong-Jin Chang, Sang Jun Park:
An innovative strategy for standardized, structured, and interoperable results in ophthalmic examinations. 9 - Kobra Parvan, Fahimeh Alsadat Hosseini, Madineh Jasemi, Brian Thomson:
Attitude of nursing students following the implementation of comprehensive computer-based nursing process in medical surgical internship: a quasi-experimental study. 10 - Ernest Osei, Desmond Kuupiel, Portia Nelisiwe Vezi, Tivani P. Mashamba-Thompson:
Mapping evidence of mobile health technologies for disease diagnosis and treatment support by health workers in sub-Saharan Africa: a scoping review. 11 - Jenny Alderden, Kathryn P. Drake, Andrew Wilson, Jonathan Dimas, Mollie R. Cummins, Tracey L. Yap:
Hospital acquired pressure injury prediction in surgical critical care patients. 12 - Louise Newbould, Steven Ariss, Gail A. Mountain, Mark S. Hawley:
Exploring factors that affect the uptake and sustainability of videoconferencing for healthcare provision for older adults in care homes: a realist evaluation. 13 - Shuanglong Fan, Zhiqiang Zhao, Hongmei Yu, Lei Wang, ChuChu Zheng, XueQian Huang, Zhenhuan Yang, Meng Xing, Qing Lu, Yanhong Luo:
Applying probability calibration to ensemble methods to predict 2-year mortality in patients with DLBCL. 14 - Fuhai Li, Andrew P. Michelson, Randi E. Foraker, Ming Zhan, Philip R. O. Payne:
Computational analysis to repurpose drugs for COVID-19 based on transcriptional response of host cells to SARS-CoV-2. 15 - Pei-Yuan Zhou, Andrew K. C. Wong:
Explanation and prediction of clinical data with imbalanced class distribution based on pattern discovery and disentanglement. 16 - Janusz Wojtusiak, Negin Asadzadehzanjani, Cari Levy, Farrokh Alemi, Allison E. Williams:
Computational Barthel Index: an automated tool for assessing and predicting activities of daily living among nursing home patients. 17 - Ivana Paccoud, Michèle Baumann, Etienne Le Bihan, Benoît Pétré, Mareike Breinbauer, Philip Böhme, Louis Chauvel, Anja K. Leist:
Socioeconomic and behavioural factors associated with access to and use of Personal Health Records. 18 - Ying-Hui Jin, Li-Ming Tan, Khalid S. Khan, Tong Deng, Chao Huang, Fei Han, Jing Zhang, Qiao Huang, Di Huang, Dan-qi Wang, Yu Wang, Xian-tao Zeng, Qiang Wang, Xing-huan Wang:
Determinants of successful guideline implementation: a national cross-sectional survey. 19 - Sahar Zare, Zahra Meidani, Mohammad Shirdeli, Ehsan Nabovati:
Laboratory test ordering in inpatient hospitals: a systematic review on the effects and features of clinical decision support systems. 20 - Pooja Pokhrel, R. Karmacharya, Tatiana Taylor Salisbury, Kenneth Carswell, Brandon A. Kohrt, M. J. D. Jordans, Heidi Lempp, Graham Thornicroft, Nagendra Prasad Luitel:
Perception of healthcare workers on mobile app-based clinical guideline for the detection and treatment of mental health problems in primary care: a qualitative study in Nepal. 21 - Xia Yu, Ning Ma, Tao Yang, Yawen Zhang, Qing Miao, Junjun Tao, Hongru Li, Yiming Li, Yehong Yang:
A multi-level hypoglycemia early alarm system based on sequence pattern mining. 22 - Joanna Catherine Nicholas, Nikos Ntoumanis, Brendan John Smith, Eleanor Quested, Emmanuel Stamatakis, Cecilie Thøgersen-Ntoumani:
Development and feasibility of a mobile phone application designed to support physically inactive employees to increase walking. 23 - Binyam Tariku Seboka, Tesfahun Melese Yilma, Abraham Yeneneh Birhanu:
Factors influencing healthcare providers' attitude and willingness to use information technology in diabetes management. 24 - Huiwen Luo, Guohua Liu, Jing Lu, Di Xue:
Association of shared decision making with inpatient satisfaction: a cross-sectional study. 25 - Jing Tao, Zhenming Yuan, Li Sun, Kai Yu, Zhifen Zhang:
Fetal birthweight prediction with measured data by a temporal machine learning method. 26 - Mohammed Ali Al-Garadi, Yuan-Chi Yang, Haitao Cai, Yucheng Ruan, Karen O'Connor, Graciela Gonzalez-Hernandez, Jeanmarie Perrone, Abeed Sarker:
Text classification models for the automatic detection of nonmedical prescription medication use from social media. 27 - Moges Asressie Chanyalew, Mezgebu Yitayal, Asmamaw Atnafu, Binyam Tilahun:
Routine health information system utilization for evidence-based decision making in Amhara national regional state, northwest Ethiopia: a multi-level analysis. 28 - Imjin Ahn, Wonjun Na, OSung Kwon, Dong Hyun Yang, Gyung-Min Park, Hansle Gwon, Hee-Jun Kang, Yeon Uk Jeong, Jungsun Yoo, Yunha Kim, Tae Joon Jun, Young-Hak Kim:
CardioNet: a manually curated database for artificial intelligence-based research on cardiovascular diseases. 29 - Victoria Shepherd, Fiona Wood, Richard Griffith, Mark Sheehan, Kerenza Hood:
Development of a decision support intervention for family members of adults who lack capacity to consent to trials. 30 - Saeideh Valizadeh-Haghi, Shahabedin Rahmatizadeh, Ali Soleimaninejad, Seyedeh Fatemeh Mousavi Shirazi, Parisa Mollaei:
Are health websites credible enough for elderly self-education in the most prevalent elderly diseases? 31 - Pamela Wronski, Michel Wensing, Sucheta Ghosh, Lukas Gärttner, Wolfgang Müller, Jan Koetsenruijter:
Use of a quantitative data report in a hypothetical decision scenario for health policymaking: a computer-assisted laboratory study. 32 - Kwang-Sig Lee, Sang Hyuk Son, Sang-Hyun Park, Eun Sun Kim:
Automated detection of colorectal tumors based on artificial intelligence. 33 - Lena Schiffer, Raoul Gertges, Mariel Nöhre, Elisabeth Schieffer, Uwe Tegtbur, Lars Pape, Martina de Zwaan, Mario Schiffer:
Use and preferences regarding internet-based health care delivery in patients with chronic kidney disease. 34 - Mehrdad Farzandipour, Hashem Mohamadian, Hossein Akbari, Samira Safari, Reihane Sharif:
Designing a national model for assessment of nursing informatics competency. 35 - Sadrieh Hajesmaeel Gohari, Kambiz Bahaadinbeigy:
The most used questionnaires for evaluating telemedicine services. 36 - Tim G. Coulson, Michael Bailey, Chris Reid, Gil Shardey, Jenni Williams-Spence, Sue Huckson, Shaila Chavan, David Pilcher:
Linkage of Australian national registry data using a statistical linkage key. 37 - Fei Zhang, Bo Sun, Xiaolin Diao, Wei Zhao, Ting Shu:
Prediction of adverse drug reactions based on knowledge graph embedding. 38 - Natalie Hoi-Man Chan, Hasan S. Merali, Niraj Mistry, Ryan Kealey, Douglas M. Campbell, Shaun K. Morris, Santorino Data:
Development of a novel mobile application, HBB Prompt, with human factors and user-centred design for Helping Babies Breathe skills retention in Uganda. 39 - Luis M. Pinet-Peralta, Lukas J. Glos, Evan Sanna, Brian Frankel, Ernest Lindqvist:
EMS utilization predictors in a Mobile Integrated Health (MIH) program. 40 - Mohammed Sultan Al-Ak'hali, Hytham N. Fageeh, Esam Halboub, Mohammed Nasser Alhajj, Zaihan Ariffin:
Quality and readability of web-based Arabic health information on periodontal disease. 41 - Erica M. Carlisle, Caleb J. Klipowicz, Laura A. Shinkunas, Aaron M. Scherer, Lauris C. Kaldjian:
Discrepancies in decision making preferences between parents and surgeons in pediatric surgery. 42 - Jenna Marie Reps, Peter R. Rijnbeek, Alana Cuthbert, Patrick B. Ryan, Nicole Pratt, Martijn J. Schuemie:
An empirical analysis of dealing with patients who are lost to follow-up when developing prognostic models using a cohort design. 43 - Ilene L. Hollin, Ellen Janssen, Marcella A. Kelley, John F. P. Bridges:
Do people have differing motivations for participating in a stated-preference study? Results from a latent-class analysis. 44 - Ann E. Vandenberg, Bernard G. Jaar, Kyle P. James, Janice Lea, Christopher O'Donnell, Tahsin Masud, Rich Mutell, Laura Plantinga:
Making sense of DialysisConnect: a qualitative analysis of stakeholder viewpoints on a web-based information exchange platform to improve care transitions between dialysis clinics and hospitals. 47 - Maryam Shamsaee, Parvin Mangolian Shahrbabaki, Leila Ahmadian, Jamileh Farokhzadian, Farhad Fatehi:
Assessing the effect of virtual education on information literacy competency for evidence-based practice among the undergraduate nursing students. 48 - Kai-Leun Tsai, Che-Chang Chang, Yu-Sheng Chang, Yi-Ying Lu, I-Jung Tsai, Jin-Hua Chen, Sheng-Hong Lin, Chih-Chun Tai, Yi-Fang Lin, Hui-Wen Chang, Ching-Yu Lin, Emily Chia-Yu Su:
Isotypes of autoantibodies against novel differential 4-hydroxy-2-nonenal-modified peptide adducts in serum is associated with rheumatoid arthritis in Taiwanese women. 49 - Jinghua Dai, Xiaoqiang Ren, Peng Wu, Xiangdong Wang, Jiang Li, Haiyan Bian, Lingai Ren, Chunmei Wu:
Construction of exchange integrated information chain management model leading by information nurse for large instrument and equipment in operating room. 50 - Tasuku Okui, Chinatsu Nojiri, Shinichiro Kimura, Kentaro Abe, Sayaka Maeno, Masae Minami, Yasutaka Maeda, Naoko Tajima, Tomoyuki Kawamura, Naoki Nakashima:
Performance evaluation of case definitions of type 1 diabetes for health insurance claims data in Japan. 52 - Alan Brnabic, Lisa M. Hess:
Systematic literature review of machine learning methods used in the analysis of real-world data for patient-provider decision making. 54 - Moulikatou Adouni Lawani, Yves Turgeon, Luc Côté, France Légaré, Holly O. Witteman, Michèle Morin, Edeltraut Kroger, Philippe Voyer, Charo Rodríguez, Anik Giguère:
User-centered and theory-based design of a professional training program on shared decision-making with older adults living with neurocognitive disorders: a mixed-methods study. 59 - Monika Jurkeviciute, Amia Enam, Johanna Torres-Bonilla, Henrik Eriksson:
Planning a holistic summative eHealth evaluation in an interdisciplinary and multi-national setting: a case study and propositions for guideline development. 60 - Wade L. Schulz, H. Patrick Young, Andreas Coppi, Bobak J. Mortazavi, Zhenqiu Lin, Raymond A. Jean, Harlan M. Krumholz:
Temporal relationship of computed and structured diagnoses in electronic health record data. 61 - Antje Wulff, Sara Montag, Nicole Rübsamen, Friederike Dziuba, Michael Marschollek, Philipp Beerbaum, André Karch, Thomas Jack:
Clinical evaluation of an interoperable clinical decision-support system for the detection of systemic inflammatory response syndrome in critically ill children. 62 - Julika Loss, Charlotte von Uslar:
How German health insurance providers use social online networks to promote healthy lifestyles: a content analysis of Facebook® accounts. 64 - Jannik Schaaf, Martin Sedlmayr, Brita Sedlmayr, Hans-Ulrich Prokosch, Holger Storf:
Evaluation of a clinical decision support system for rare diseases: a qualitative study. 65 - Li Chen, Xinglong Liu, Siyuan Zhang, Hong Yi, Yongmei Lu, Pan Yao:
Efficacy-specific herbal group detection from traditional Chinese medicine prescriptions via hierarchical attentive neural network model. 66 - Rana Melissa Rahal, Jay Mercer, Craig E. Kuziemsky, Sanni Yaya:
Factors affecting the mature use of electronic medical records by primary care physicians: a systematic review. 67 - Acrapol Nimmolrat, Krongkarn Sutham, Orawit Thinnukool:
Patient triage system for supporting the operation of dispatch centres and rescue teams. 68 - Leonardo Campillos Llanos, Ana Valverde-Mateos, Adrián Capllonch-Carrión, Antonio Moreno-Sandoval:
A clinical trials corpus annotated with UMLS entities to enhance the access to evidence-based medicine. 69 - Maryam Rouzfarakh, Kolsoum Deldar, Razieh Froutan, Ali Ahmadabadi, Seyed Reza Mazlom:
The effect of rehabilitation education through social media on the quality of life in burn patients: a randomized, controlled, clinical trial. 70 - Yulin Shi, Xiaojuan Hu, Ji Cui, Longtao Cui, Jingbin Huang, Xuxiang Ma, Tao Jiang, Xinghua Yao, Fang Lan, Jun Li, Zijuan Bi, Jiacai Li, Yu Wang, Hong-yuan Fu, Jue Wang, Yanting Lin, Jingxuan Bai, Xiaojing Guo, Liping Tu, Jiatuo Xu:
Clinical data mining on network of symptom and index and correlation of tongue-pulse data in fatigue population. 72 - Qi Zhenya, Zuo-Ru Zhang:
A hybrid cost-sensitive ensemble for heart disease prediction. 73 - Maria Ferré-Bergadà, Aïda Valls, Laia Raigal-Aran, Jael Lorca-Cabrera, Núria Albacar-Riobóo, Teresa Lluch Canut, Carme Ferré-Grau:
A method to determine a personalized set of online exercises for improving the positive mental health of a caregiver of a chronically ill patient. 74 - Mohd Idzwan Mohd Salleh, Rosni Abdullah, Nasriah Zakaria:
Evaluating the effects of electronic health records system adoption on the performance of Malaysian health care providers. 75 - Sofi Fristedt, Frida Smith, Annika Grynne, Maria Browall:
Digi-Do: a digital information tool to support patients with breast cancer before, during, and after start of radiotherapy treatment: an RCT study protocol. 76 - Claire Jean-Quartier, Fleur Jeanquartier, Aydin Ridvan, Matthias Kargl, Tica Mirza, Tobias Stangl, Robi Markac, Mauro Jurada, Andreas Holzinger:
Mutation-based clustering and classification analysis reveals distinctive age groups and age-related biomarkers for glioma. 77 - Fraser Philp, Alice Faux-Nightingale, Sandra I. Woolley, Ed de Quincey, Anand Pandyan:
Implications for the design of a Diagnostic Decision Support System (DDSS) to reduce time and cost to diagnosis in paediatric shoulder instability. 78 - Zicheng Zhang:
An improved BM25 algorithm for clinical decision support in Precision Medicine based on co-word analysis and Cuckoo Search. 81 - Juan Zhao, Wei Zhou, Yangfeng Wu, Ping Ji, Li Yang, Xiaoyan Yan, Zhuoli Zhang:
The efficacy, safety and cost-effectiveness of hydroxychloroquine, sulfasalazine, methotrexate triple therapy in preventing relapse among patients with rheumatoid arthritis achieving clinical remission or low disease activity: the study protocol of a randomized controlled clinical Trial (ESCoRT study). 83 - Fredrik A. Dahl, Taraka Rama, Petter Hurlen, Pål H. Brekke, Haldor Husby, Tore Gundersen, Øystein Nytrø, Lilja Øvrelid:
Neural classification of Norwegian radiology reports: using NLP to detect findings in CT-scans of children. 84 - Guixian Tong, Qingqing Geng, Tong Xu, Debin Wang, Tongzhu Liu:
Smartphone and web-based independent consultation and feedback for joint replacement surgeries: a randomized control trial protocol. 85 - Sok Wei Julia Yuen, Tsang Yew Tay, Ning Gao, Nian Qin Tho, Ngiap Chuan Tan:
Development of a decision aid to support colorectal cancer screening: perspectives of Asians in an endemic urban community - a qualitative research study. 86 - Wim van Biesen, Catherine Van Der Straeten, Sigrid Sterckx, Johan Steen, Lisa Diependaele, Johan Decruyenaere:
The concept of justifiable healthcare and how big data can help us to achieve it. 87 - Charmaine S. Tam, Janice Gullick, Aldo Saavedra, Stephen T. Vernon, Gemma A. Figtree, Clara K. Chow, Michelle Cretikos, Richard W. Morris, Maged William, Jonathan Morris, David Brieger:
Combining structured and unstructured data in EMRs to create clinically-defined EMR-derived cohorts. 91 - Alireza Roshanzamir, Hamid Aghajan, Mahdieh Soleymani Baghshah:
Transformer-based deep neural network language models for Alzheimer's disease risk assessment from targeted speech. 92 - Erik Tute, Irina Scheffner, Michael Marschollek:
A method for interoperable knowledge-based data quality assessment. 93 - Caitlin E. Coombes, Kevin R. Coombes, Naleef Fareed:
A novel model to label delirium in an intensive care unit from clinician actions. 97 - Sharare Taheri Moghadam, Farahnaz Sadoughi, Farnia Velayati, Seyed Jafar Ehsanzadeh, Shayan Poursharif:
The effects of clinical decision support system for prescribing medication on patient outcomes and physician practice performance: a systematic review and meta-analysis. 98 - Md Fazle Rabby, Yazhou Tu, Md. Imran Hossen, Insup Lee, Anthony S. Maida, Xiali Hei:
Stacked LSTM based deep recurrent neural network with kalman smoothing for blood glucose prediction. 101 - Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir:
A systematic review of theoretical constructs in CDS literature. 102 - Abeer AlHarbi, Joharah Alzuwaed, Hind Qasem:
Evaluation of e-health (Seha) application: a cross-sectional study in Saudi Arabia. 103 - David A. Dorr, Rachel L. Ross, Deborah J. Cohen, Devan Kansagara, Katrina Ramsey, Bhavaya Sachdeva, Jonathan P. Weiner:
Primary care practices' ability to predict future risk of expenditures and hospitalization using risk stratification and segmentation. 104 - Xuchun Wang, Mengmeng Zhai, Zeping Ren, Hao Ren, Meichen Li, Dichen Quan, Limin Chen, Lixia Qiu:
Exploratory study on classification of diabetes mellitus through a combined Random Forest Classifier. 105 - Kristin M. Kostick, Meredith Trejo, Arvind Bhimaraj, Andrew Civitello, Jonathan Grinstein, Douglas Horstmanshof, Ulrich P. Jorde, Matthias Loebe, Mandeep R. Mehra, Nasir Z. Sulemanjee, Vinay Thohan, Barry H. Trachtenberg, Nir Uriel, Robert J. Volk, Jerry D. Estep, Jennifer Blumenthal-Barby:
A principal components analysis of factors associated with successful implementation of an LVAD decision support tool. 106 - Farah Islam, Marc Sabbe, Pieter Heeren, Koen Milisen:
Consistency of decision support software-integrated telephone triage and associated factors: a systematic review. 107 - Lisha Yu, Yang Zhao, Hailiang Wang, Tien-Lung Sun, Terrence E. Murphy, Kwok-Leung Tsui:
Assessing elderly's functional balance and mobility via analyzing data from waist-mounted tri-axial wearable accelerometers in timed up and go tests. 108 - Ala Paduca, Oleg Arnaut, Eugeniu Beschieru, Per Olof Lundmark, Jan Richard Bruenech:
Shared decision making and patients satisfaction with strabismus care - a pilot study. 109 - Floris M. Thunnissen, Bernhard W. Schreurs, Carmen S. S. Latenstein, Marjan J. Meinders, Eddy M. Adang, Glyn Elwyn, Doeke Boersma, Bas Bosmans, Koop Bosscha, Bastiaan L. Ginsel, Eric J. Hazebroek, Jeroen J. Nieuwenhuis, Maarten Staarink, Dries Verhallen, Marc L. Wagener, Femke Atsma, Philip R. de Reuver:
Evaluation of a shared decision-making strategy with online decision aids in surgical and orthopaedic practice: study protocol for the E-valuAID, a multicentre study with a stepped-wedge design. 110 - Arielle Selya, Drake Anshutz, Emily Griese, Tess L. Weber, Benson Hsu, Cheryl Ward:
Predicting unplanned medical visits among patients with diabetes: translation from machine learning to clinical implementation. 111 - Randall W. Grout, Siu L. Hui, Timothy D. Imler, Sarah El-Azab, Jarod Baker, George H. Sands, Mohammad B. Ateya, Francis Pike:
Development, validation, and proof-of-concept implementation of a two-year risk prediction model for undiagnosed atrial fibrillation using common electronic health data (UNAFIED). 112 - Qi Tian, Zhexi Han, Ping Yu, Jiye An, Xudong Lu, Huilong Duan:
Application of openEHR archetypes to automate data quality rules for electronic health records: a case study. 113 - Yunsook Kang, Yoo Jung Kim, Seongkeun Park, Gun Ro, Choyeon Hong, Hyungjoon Jang, Sungduk Cho, Wonjae Hong, Dong Un Kang, Jonghoon Chun, Kyoungbun Lee, Gyeong Hoon Kang, Kyoung Chul Moon, Gheeyoung Choe, Kyu Sang Lee, Jeong Hwan Park, Won-Ki Jeong, Se Young Chun, Peom Park, Jinwook Choi:
Development and operation of a digital platform for sharing pathology image data. 114 - Jiaxin Fan, Mengying Chen, Jian Luo, Shusen Yang, Jinming Shi, Qingling Yao, Xiaodong Zhang, Shuang Du, Huiyang Qu, Yuxuan Cheng, Shuyin Ma, Meijuan Zhang, Xi Xu, Qian Wang, Shuqin Zhan:
The prediction of asymptomatic carotid atherosclerosis with electronic health records: a comparative study of six machine learning models. 115 - Melissa T. Baysari, Mai H. Duong, Patrick Hooper, Michaela Stockey-Bridge, Selvana Awad, Wu Yi Zheng, Sarah N. Hilmer:
Supporting deprescribing in hospitalised patients: formative usability testing of a computerised decision support tool. 116 - Sujen Man Maharjan, Anubhuti Poudyal, Alastair van Heerden, Prabin Byanjankar, Ada Thapa, Celia Islam, Brandon A. Kohrt, Ashley Hagaman:
Passive sensing on mobile devices to improve mental health services with adolescent and young mothers in low-resource settings: the role of families in feasibility and acceptability. 117 - Leonardo Campillos Llanos, Ana Valverde-Mateos, Adrián Capllonch-Carrión, Antonio Moreno-Sandoval:
Correction to: A clinical trials corpus annotated with UMLS entities to enhance the access to evidence‑based medicine. 118 - Margaret A. Handley, Jerad Landeros, Cindie Wu, Adriana Najmabadi, Daniela Vargas, Priyanka Athavale:
What matters when exploring fidelity when using health IT to reduce disparities? 119 - Eva S. Klappe, Florentien J. P. van Putten, Nicolette F. de Keizer, Ronald Cornet:
Contextual property detection in Dutch diagnosis descriptions for uncertainty, laterality and temporality. 120 - Jianping Wang, Shihua Wang, Yanqing Wang, Hai Hu, Jinwei Yu, Xuan Zhao, Jinlai Liu, Xu Chen, Yu Li:
A data process of human knee joint kinematics obtained by motion-capture measurement. 121 - Sarah Ibraheem Albahrouh, Ali Jasem Buabbas:
Physiotherapists' perceptions of and willingness to use telerehabilitation in Kuwait during the COVID-19 pandemic. 122 - Ingrid E. H. Kremer, Peter J. Jongen, Silvia M. A. A. Evers, Erwin L. J. Hoogervorst, Wim Verhagen, Mickaël Hiligsmann:
Patient decision aid based on multi-criteria decision analysis for disease-modifying drugs for multiple sclerosis: prototype development. 123 - Jerome Niyirora:
Entropic measures of complexity in a new medical coding system. 124 - Silvana Secinaro, Davide Calandra, Aurelio Secinaro, Vivek Muthurangu, Paolo Biancone:
The role of artificial intelligence in healthcare: a structured literature review. 125 - Jing-Hang Ma, Zhen Feng, Jia-Yue Wu, Yu Zhang, Wen Di:
Learning from imbalanced fetal outcomes of systemic lupus erythematosus in artificial neural networks. 127 - Hui Zong, Jinxuan Yang, Zeyu Zhang, Zuofeng Li, Xiaoyan Zhang:
Semantic categorization of Chinese eligibility criteria in clinical trials using machine learning methods. 128 - Abbas Sheikhtaheri, Mohammad Reza Zarkesh, Raheleh Moradi, Farzaneh Kermani:
Prediction of neonatal deaths in NICUs: development and validation of machine learning models. 131 - Xinyi Zhou, Ping Ding, Qiaolan Yang, Ping Wang, Haimei Zhou, Jing Fu, Dongrui Miao:
Construction of an index system for evaluating the effectiveness of transitional care in kidney transplant recipients. 132 - Yu-Tian Wang, Qing-Wen Wu, Zhen Gao, Jian-Cheng Ni, Chun-Hou Zheng:
MiRNA-disease association prediction via hypergraph learning based on high-dimensionality features. 133 - Rui Yan, Fa Zhang, Xiaosong Rao, Zhilong Lv, Jintao Li, Lingling Zhang, Shuang Liang, Yilin Li, Fei Ren, Chunhou Zheng, Jun Liang:
Richer fusion network for breast cancer classification based on multimodal data. 134 - Ahmad Raeesi, Reza Khajouei, Leila Ahmadian:
Evaluation of HIV/AIDS-related mobile health applications content using an evidence-based content rating tool. 135 - Nea Boman, Luis Fernández-Luque, Ekaterina Koledova, Marketta Kause, Risto Lapatto:
Connected health for growth hormone treatment research and clinical practice: learnings from different sources of real-world evidence (RWE) - large electronically collected datasets, surveillance studies and individual patients' cases. 136 - Stephanie Jansen-Kosterink, Lex van Velsen, Miriam Cabrita:
Clinician acceptance of complex clinical decision support systems for treatment allocation of patients with chronic low back pain. 137 - Christopher Martin, Stuart McDonald, Steve Bale, Michiel Luteijn, Rahul Sarkar:
Construction of a demand and capacity model for intensive care and hospital ward beds, and mortality from COVID-19. 138 - Alpha Nsaghurwe, Vikas Dwivedi, Walter Ndesanjo, Haji Bamsi, Moses Busiga, Edwin Nyella, Japhet Victor Massawe, Dasha Smith, Kate Onyejekwe, Jonathan Metzger, Patricia Taylor:
One country's journey to interoperability: Tanzania's experience developing and implementing a national health information exchange. 139 - Simone Kienlin, Marie-Eve Poitras, Dawn Stacey, Kari Nytrøen, Jürgen Kasper:
Ready for SDM: evaluating a train-the-trainer program to facilitate implementation of SDM training in Norway. 140 - Felestin Yavari Nejad, Kasturi Dewi Varathan:
Identification of significant climatic risk factors and machine learning models in dengue outbreak prediction. 141 - Wengui Tao, Langchao Yan, Ming Zeng, Fenghua Chen:
Factors affecting the performance of brain arteriovenous malformation rupture prediction models. 142 - Xiaoli Lin, Xiaolong Zhang:
Identification of hot regions in hub protein-protein interactions by clustering and PPRA optimization. 143 - Jiyuan Shi, Ya Gao, Liu Ming, Kelu Yang, Yue Sun, Ji Chen, Shuzhen Shi, Jie Geng, Lun Li, Jiarui Wu, Jinhui Tian:
A bibliometric analysis of global research output on network meta-analysis. 144 - Pilar López-Úbeda, Alexandra Pomares-Quimbaya, Manuel Carlos Díaz-Galiano, Stefan Schulz:
Collecting specialty-related medical terms: Development and evaluation of a resource for Spanish. 145 - Mniyichel Belay, Amare Desta, Steve Smithson, Million Meshesha:
Investigate knowledge management technology implementation for supporting decision making in Ethiopian health sectors. 146 - Tao Jiang, Xiaojuan Hu, Xinghua Yao, Liping Tu, Jingbin Huang, Xuxiang Ma, Ji Cui, Qing-feng Wu, Jiatuo Xu:
Tongue image quality assessment based on a deep convolutional neural network. 147 - Sunah Song, Brigid M. Wilson, Joseph Marek, Robin L. P. Jump:
Use of electronic pharmacy transaction data and website development to assess antibiotic use in nursing homes. 148 - Sean-Tee J. M. Lim, Martin Kelly, Logeswaran Selvarajah, Michael Murray, Timothy Scanlon:
Transjugular intrahepatic portosystemic shunt (TIPS) procedure: an assessment of the quality and readability of online information. 149 - Mariusz Duplaga:
The association between Internet use and health-related outcomes in older adults and the elderly: a cross-sectional study. 150 - Talita Dias Chagas Frazão, Ana Flávia dos Santos, Deyse Gillyane Gomes Camilo, João Florêncio da Costa Junior, Ricardo Pires de Souza:
Priority setting in the Brazilian emergency medical service: a multi-criteria decision analysis (MCDA). 151 - Behrooz Mamandipoor, Fernando Frutos-Vivar, Oscar Peñuelas, Richard Rezar, Konstantinos Raymondos, Alfonso Muriel, Bin Du, Arnaud W. Thille, Fernando Rios, Marco González, Lorenzo del-Sorbo, María Del Carmen Marín, Bruno Valle Pinheiro, Marco Antonio Soares, Nicolas Nin, Salvatore M. Maggiore, Andrew Bersten, Malte Kelm, Raphael Romano Bruno, Pravin Amin, Nahit Cakar, Gee Young Suh, Fekri Abroug, Manuel Jibaja, Dimitros Matamis, Amine Ali Zeggwagh, Yuda Sutherasan, Antonio Anzueto, Bernhard Wernly, Andrés Esteban, Christian Jung, Venet Osmani:
Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation. 152 - Bianca Steiner, Birgit Saalfeld, Lena Elgert, Reinhold Haux, Klaus-Hendrik Wolf:
OnTARi: an ontology for factors influencing therapy adherence to rehabilitation. 153 - Angela Fagerlin, Margaret Holmes-Rovner, Timothy P. Hofer, David R. Rovner, Stewart C. Alexander, Sara J. Knight, Bruce S. Ling, James A. Tulsky, John T. Wei, Khaled Hafez, Valerie C. Kahn, Daniel Connochie, Jeffery Gingrich, Peter A. Ubel:
Head to head randomized trial of two decision aids for prostate cancer. 154 - Leila Ahmadian, Fatemeh Salehi, Shabnam Padidar:
International classification of external causes of injury: a study on its content coverage. 155 - Yasser El-Manzalawy, Mostafa M. Abbas, Ian Hoaglund, Alvaro Ulloa Cerna, Thomas B. Morland, Christopher M. Haggerty, Eric S. Hall, Brandon K. Fornwalt:
OASIS +: leveraging machine learning to improve the prognostic accuracy of OASIS severity score for predicting in-hospital mortality. 156 - Mecit Can Emre Simsekler, Noura Hamed Alhashmi, Elie Azar, Nelson King, Rana Adel Mahmoud Ali Luqman, Abdalla Al Mulla:
Exploring drivers of patient satisfaction using a random forest algorithm. 157 - Sanya Bathla Taneja, Gerald P. Douglas, Gregory F. Cooper, Marian G. Michaels, Marek J. Druzdzel, Shyam Visweswaran:
Bayesian network models with decision tree analysis for management of childhood malaria in Malawi. 158 - Hyunah Shin, Suehyun Lee:
An OMOP-CDM based pharmacovigilance data-processing pipeline (PDP) providing active surveillance for ADR signal detection from real-world data sources. 159 - Stefan Hegselmann, Michael Storck, Sophia Gessner, Philipp Neuhaus, Julian Varghese, Philipp Bruland, Alexandra Meidt, Cornelia Mertens, Sarah Riepenhausen, Sonja Baier, Benedikt Stöcker, Jörg Henke, Carsten Oliver Schmidt, Martin Dugas:
Pragmatic MDR: a metadata repository with bottom-up standardization of medical metadata through reuse. 160 - Jacob K. Greenberg, Ayodamola Otun, Azzah Nasraddin, Ross C. Brownson, Nathan Kuppermann, David D. Limbrick, Po-Yin Yen, Randi E. Foraker:
Electronic clinical decision support for children with minor head trauma and intracranial injuries: a sociotechnical analysis. 161 - Monika S. Mellem, Matthew Kollada, Jane Tiller, Thomas Lauritzen:
Explainable AI enables clinical trial patient selection to retrospectively improve treatment effects in schizophrenia. 162 - Márcio Freire Cruz, Naoaki Ono, Ming Huang, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Carlos Arthur Mattos Teixeira Cavalcante:
Kinematics approach with neural networks for early detection of sepsis (KANNEDS). 163 - Milan Geybels, Benjamin Ole Wolthers, Frederik Flindt Kreiner, Søren Rasmussen, Robert Bauer:
Surrogate endpoint evaluation using data from one large global randomized controlled trial. 164 - Lenira Semedo, Kate J. Lifford, Adrian Edwards, Kathy Seddon, Kate Brain, Stephanie Smits, Sunil Dolwani:
Development and user-testing of a brief decision aid for aspirin as a preventive approach alongside colorectal cancer screening. 165 - Fan Yang, Abdullah Al Mahmud, Tao Wang:
User knowledge factors that hinder the design of new home healthcare devices: investigating thirty-eight devices and their manufacturers. 166 - Yumi Wakabayashi, Masamitsu Eitoku, Narufumi Suganuma:
Characterization and selection of Japanese electronic health record databases used as data sources for non-interventional observational studies. 167 - Nasir Wabe, Ling Li, Robert Lindeman, Jeffrey J. Post, Maria R. Dahm, Julie Li, Johanna I. Westbrook, Andrew Georgiou:
Evaluation of the accuracy of diagnostic coding for influenza compared to laboratory results: the availability of test results before hospital discharge facilitates improved coding accuracy. 168 - Jose Francisco Meneses-Echavez, Sarah E. Rosenbaum, Gabriel Rada, Signe Flottorp, Jenny Moberg, Pablo Alonso-Coello:
Users' experiences with an interactive Evidence to Decision (iEtD) framework: a qualitative analysis. 169 - Mehmet Akif Ozdemir, Gizem Dilara Ozdemir, Onan Güren:
Classification of COVID-19 electrocardiograms by using hexaxial feature mapping and deep learning. 170 - Emmanuel Bresso, Pierre Monnin, Cédric Bousquet, François-Élie Calvier, Ndeye Coumba Ndiaye, Nadine Petitpain, Malika Smaïl-Tabbone, Adrien Coulet:
Investigating ADR mechanisms with Explainable AI: a feasibility study with knowledge graph mining. 171 - Koffka Khan, Emilie Ramsahai:
Maintaining proper health records improves machine learning predictions for novel 2019-nCoV. 172 - Qingwen Deng, Yuhang Zheng, Junhong Lu, Zhichao Zeng, Wenbin Liu:
What factors predict physicians' utilization behavior of contrast-enhanced ultrasound? Evidence from the integration of the Theory of Planned Behavior and Technology Acceptance Model using a structural equation modeling approach. 173 - Di Jin, Qing Wang, Dezhi Peng, Jiajia Wang, Bijuan Li, Yating Cheng, Nanxun Mo, Xiaoyan Deng, Ran Tao:
Development and implementation of an LIS-based validation system for autoverification toward zero defects in the automated reporting of laboratory test results. 174 - Sarah Charlotte Johnson, Matthew Cunningham, Ilse N. Dippenaar, Fablina Sharara, Eve E. Wool, Kareha M. Agesa, Chieh Han, Molly K. Miller-Petrie, Shadrach Wilson, John E. Fuller, Shelly Balassyano, Gregory J. Bertolacci, Nicole Davis Weaver, Jalal Arabloo, Alaa Badawi, Akshaya Srikanth Bhagavathula, Katrin Burkart, Luis Alberto Cámera, Felix Carvalho, Carlos A. Castañeda-Orjuela, Jee-Young Jasmine Choi, Dinh-Toi Chu, Xiaochen Dai, Mostafa Dianatinasab, Sophia Emmons-Bell, Eduarda Fernandes, Florian Fischer, Ahmad Ghashghaee, Mahaveer Golechha, Simon I. Hay, Khezar Hayat, Nathaniel J. Henry, Ramesh Holla, Mowafa S. Househ, Segun Emmanuel Ibitoye, Maryam Keramati, Ejaz Ahmad Khan, Yun Jin Kim, Adnan Kisa, Hamidreza Komaki, Ai Koyanagi, Samantha Leigh Larson, Kate E. LeGrand, Xuefeng Liu, Azeem Majeed, Reza Malekzadeh, Bahram Mohajer, Abdollah Mohammadian-Hafshejani, Reza Mohammadpourhodki, Shafiu Mohammed, Farnam Mohebi, Ali H. Mokdad, Mariam Molokhia, Lorenzo Monasta, Mohammad Ali Moni, Muhammad Naveed, Thi Lan Huong Nguyen, Andrew T. Olagunju, Samuel M. Ostroff, Fatemeh Pashazadeh Kan, David M. Pereira, Quang Pham Hai, Salman Rawaf, David Laith Rawaf, Andre M. N. Renzaho, Luca Ronfani, Abdallah M. Samy, Subramanian Senthilkumaran, Sadaf G. Sepanlou, Masood Ali Shaikh, David H. Shaw, Kenji Shibuya, Jasvinder A. Singh, Valentin Yurievich Skryabin, Anna Aleksandrovna Skryabina, Emma Elizabeth Spurlock, Eyayou Girma Tadesse, Mohamad-Hani Temsah, Marcos Roberto Tovani-Palone, Tran Xuan Bach, Gebiyaw Wudie Tsegaye, Pascual R. Valdez, Prashant M. Vishwanath, Giang Thu Vu, Yasir Waheed, Naohiro Yonemoto, Rafael Lozano, Alan D. Lopez, Christopher J. L. Murray, Mohsen Naghavi:
Public health utility of cause of death data: applying empirical algorithms to improve data quality. 175 - Shujie Liao, Renjie Wang, Cheng Hu, Wulin Pan, Wei Pan, Dongyang Yu, Lei Jin:
Analysis of endometrial thickness patterns and pregnancy outcomes considering 12, 991 fresh IVF cycles. 176 - Kimberly Almaraz, Tyler Jang, McKenna Lewis, Titan Ngo, Miranda Song, Niema Moshiri:
SEPIA: simulation-based evaluation of prioritization algorithms. 177 - Lamia Alam, Shane T. Mueller:
Examining the effect of explanation on satisfaction and trust in AI diagnostic systems. 178 - Arlene Casey, Emma M. Davidson, Michael Tin Chung Poon, Hang Dong, Daniel Duma, Andreas Grivas, Claire Grover, Víctor Suárez-Paniagua, Richard Tobin, William Whiteley, Honghan Wu, Beatrice Alex:
A systematic review of natural language processing applied to radiology reports. 179 - Sibylle Kautz-Freimuth, Marcus Redaèlli, Kerstin Rhiem, Andrea Vodermaier, Lisa Krassuski, Kathrin Nicolai, Miriam Schnepper, Violetta Kuboth, Julia Dick, Vera Vennedey, Regina Wiedemann, Rita Schmutzler, Stephanie Stock:
Development of decision aids for female BRCA1 and BRCA2 mutation carriers in Germany to support preference-sensitive decision-making. 180 - Maki Komamine, Yoshiaki Fujimura, Yasuharu Nitta, Masatomo Omiya, Masaaki Doi, Tosiya Sato:
Characteristics of hospital differences in missing of clinical laboratory test results in a multi-hospital observational database contributing to MID-NET® in Japan. 181 - Liang Zhou, Xiaoyuan Zheng, Di Yang, Ying Wang, Xuesong Bai, Xinhua Ye:
Application of multi-label classification models for the diagnosis of diabetic complications. 182 - Albert Boonstra, Tess L. Jonker, Marjolein van Offenbeek, Janita F. J. Vos:
Persisting workarounds in Electronic Health Record System use: types, risks and benefits. 183 - Chao Che, Peiliang Zhang, Min Zhu, Yue Qu, Bo Jin:
Constrained transformer network for ECG signal processing and arrhythmia classification. 184 - Pernilla Sönnerfors, Kirsti Skavberg Roaldsen, Agneta Ståhle, Karin Wadell, Alexandra Halvarsson:
Access to, use, knowledge, and preferences for information technology and technical equipment among people with chronic obstructive pulmonary disease (COPD) in Sweden. A cross-sectional survey study. 185 - Juan G. Díaz Ochoa, Orsolya Csiszár, Thomas Schimper:
Medical recommender systems based on continuous-valued logic and multi-criteria decision operators, using interpretable neural networks. 186 - Jingyi Zhang, Huolan Zhu, Yongkai Chen, Chenguang Yang, Huimin Cheng, Yi Li, Wenxuan Zhong, Fang Wang:
Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors. 187 - Lex van Velsen, Ina Flierman, Monique Tabak:
The formation of patient trust and its transference to online health services: the case of a Dutch online patient portal for rehabilitation care. 188 - Eve Namisango, Lauren Ramsey, Adlight Dandadzi, Kehinde Okunade, Bassey Ebenso, Matthew J. Allsop:
Data and information needs of policymakers for palliative cancer care: a multi-country qualitative study. 189 - Claudia Medina Coeli, Valeria Saraceni, Paulo Mota Medeiros, Helena Pereira da Silva Santos, Luis Carlos Torres Guillen, Luís Guilherme Santos Buteri Alves, Thomas Hone, Christopher Millett, Anete Trajman, Betina Durovni:
Record linkage under suboptimal conditions for data-intensive evaluation of primary care in Rio de Janeiro, Brazil. 190 - Kristiina Rannikmäe, Honghan Wu, Steven Tominey, William Whiteley, Naomi Allen, Cathie Sudlow:
Developing automated methods for disease subtyping in UK Biobank: an exemplar study on stroke. 191 - Anna Larsson, Johanna Berg, Mikael Gellerfors, Martin Gerdin Wärnberg:
The advanced machine learner XGBoost did not reduce prehospital trauma mistriage compared with logistic regression: a simulation study. 192 - Elizabeth Ford, Natalie Edelman, Laura Somers, Duncan Shrewsbury, Marcela Lopez Levy, Harm van Marwijk, Vasa Curcin, Talya Porat:
Barriers and facilitators to the adoption of electronic clinical decision support systems: a qualitative interview study with UK general practitioners. 193 - Armin Yazdani, Kasturi Dewi Varathan, Yin Kia Chiam, Asad Waqar Malik, Wan Azman Wan Ahmad:
A novel approach for heart disease prediction using strength scores with significant predictors. 194 - Michael Patrick O'Shea, Cormac Kennedy, Eileen Relihan, Kieran Harkin, Martina Hennessy, Michael Barry:
Assessment of an electronic patient record system on discharge prescribing errors in a Tertiary University Hospital. 195 - Melissa J. Vilaro, Danyell S. Wilson-Howard, Mohan Zalake, Fatemeh Tavassoli, Benjamin Lok, François Modave, Thomas J. George, Folakemi Odedina, Peter J. Carek, Janice L. Krieger:
Key changes to improve social presence of a virtual health assistant promoting colorectal cancer screening informed by a technology acceptance model. 196 - Teklehaimanot Fentie Wendie, Abdulmejid Ahmed, Solomon Ahmed Mohammed:
Drug use pattern using WHO core drug use indicators in public health centers of Dessie, North-East Ethiopia. 197 - Ali Jasem Buabbas, Saad Aldousari, Adel K. Ayed, Maryam Safar, Omar Alkandari:
Usefulness of smartphone use among surgeons in clinical practice during the pandemic of COVID-19: a cross-sectional study. 198 - Bo Sun, Fei Zhang, Jing Li, Yicheng Yang, Xiaolin Diao, Wei Zhao, Ting Shu:
Using NLP in openEHR archetypes retrieval to promote interoperability: a feasibility study in China. 199 - Daniel Gonçalves, Rui Henriques, Lucio Lara-Santos, Rafael S. Costa:
On the predictability of postoperative complications for cancer patients: a Portuguese cohort study. 200 - Jing Min, Yan Chen, Li Wang, Ting He, Sha Tang:
Diabetes self-management in online health communities: an information exchange perspective. 201 - Anja Fog Heen, Per Olav Vandvik, Linn Brandt, Frankie Achille, Gordon Henry Guyatt, Elie A. Akl, Shaun Treewek, Thomas Agoritsas:
Decision aids linked to evidence summaries and clinical practice guidelines: results from user-testing in clinical encounters. 202 - Sky M. Corby, Keaton Whittaker, Joan S. Ash, Vishnu Mohan, James Becton, Nicholas Solberg, Robby Bergstrom, Benjamin Orwoll, Christopher Hoekstra, Jeffrey Allen Gold:
The future of medical scribes documenting in the electronic health record: results of an expert consensus conference. 204 - Sanna Iivanainen, Jussi Ekstrom, Henri Virtanen, Vesa V. Kataja, Jussi P. Koivunen:
Electronic patient-reported outcomes and machine learning in predicting immune-related adverse events of immune checkpoint inhibitor therapies. 205 - Andrew Hao Sen Fang, Ngiap Chuan Tan, Wei Ying Tan, Ronald Wihal Oei, Mong-Li Lee, Wynne Hsu:
Patient similarity analytics for explainable clinical risk prediction. 207 - Jocelyn Dunstan, Fabián Villena, Jorge Pérez, René Lagos:
Supporting the classification of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing. 208 - Jose Francisco Meneses-Echavez, Sarah E. Rosenbaum, Gabriel Rada, Signe Flottorp, Jenny Moberg, Pablo Alonso-Coello:
Correction to: Users' experiences with an interactive Evidence to Decision (iEtD) framework: a qualitative analysis. 209 - Joep Tummers, Hilde Tobi, Cagatay Catal, Bedir Tekinerdogan:
Designing a reference architecture for health information systems. 210 - Joanna Roder, Laura Maguire, Robert Georgantas, Heinrich Roder:
Explaining multivariate molecular diagnostic tests via Shapley values. 211 - Fabio Dennstädt, Theresa Treffers, Thomas Iseli, Cédric Panje, Paul Martin Putora:
Creation of clinical algorithms for decision-making in oncology: an example with dose prescription in radiation oncology. 212 - Yeshwant Reddy Chillakuru, Shourya Munjal, Benjamin Laguna, Timothy L. Chen, Gunvant R. Chaudhari, Thienkhai Vu, Youngho Seo, Jared Narvid, Jae Ho Sohn:
Development and web deployment of an automated neuroradiology MRI protocoling tool with natural language processing. 213 - Ye King Clarence See, Helen Elizabeth Smith, Lorainne Tudor Car, Joanne Protheroe, Wei Cong Wong, Bernadette Bartlam:
Health literacy and health outcomes in patients with low back pain: a scoping review. 215 - Bambang Tutuko, Siti Nurmaini, Alexander Edo Tondas, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Ria Esafri, Firdaus, Ade Iriani Sapitri:
AFibNet: an implementation of atrial fibrillation detection with convolutional neural network. 216 - Acrapol Nimmolrat, Pattaraporn Khuwuthyakorn, Purida Wientong, Orawit Thinnukool:
Pharmaceutical mobile application for visually-impaired people in Thailand: development and implementation. 217 - YoungHee Cho, Mihui Kim, Mona Choi:
Factors associated with nurses' user resistance to change of electronic health record systems. 218 - Caroline Sirois, Richard Khoury, Audrey Durand, Pierre-Luc Déziel, Olga Bukhtiyarova, Yohann Chiu, Denis Talbot, Alexandre Bureau, Philippe Després, Christian Gagné, François Laviolette, Anne-Marie Savard, Jacques Corbeil, Thierry Badard, Sonia Jean, Marc Simard:
Exploring polypharmacy with artificial intelligence: data analysis protocol. 219 - Fabián Villena, Jorge Pérez, René Lagos, Jocelyn Dunstan:
Correction to: Supporting the classification of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing. 220 - Alison L. Antes, Sara Burrous, Bryan A. Sisk, Matthew J. Schuelke, Jason D. Keune, James M. DuBois:
Exploring perceptions of healthcare technologies enabled by artificial intelligence: an online, scenario-based survey. 221 - Xi Shi, Gorana Nikolic, Gorka Epelde, Mónica Arrúe, Joseba Bidaurrazaga Van-Dierdonck, Roberto Bilbao, Bart De Moor:
An ensemble-based feature selection framework to select risk factors of childhood obesity for policy decision making. 222 - Hesham Salem, Daniele Soria, Jonathan N. Lund, Amir Awwad:
A systematic review of the applications of Expert Systems (ES) and machine learning (ML) in clinical urology. 223 - William L. Galanter, Jorge Mario Rodríguez-Fernández, Kevin Chow, Samuel Harford, Karl M. Kochendorfer, Maryam Pishgar, Julian Theis, John Zulueta, Houshang Darabi:
Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models. 224 - Brad Meulenkamp, Julia Brillinger, Dean Fergusson, Dawn Stacey, Ian D. Graham:
Development and field testing of a patient decision aid for management of acute Achilles tendon rupture: a study protocol. 225 - Milan Rasikbhai Vaghasiya, Jonathan Penm, Kevin K. Y. Kuan, Naren Gunja, Yiren Liu, Eui Dong Kim, Neysa Petrina, Simon K. Poon:
Implementation of an Electronic Medication Management System in a large tertiary hospital: a case of qualitative inquiry. 226 - Kinshuk Sengupta, Praveen Ranjan Srivastava:
Quantum algorithm for quicker clinical prognostic analysis: an application and experimental study using CT scan images of COVID-19 patients. 227 - Viet-Thi Tran, Stéphanie Sidorkiewicz, Clarisse Péan, Philippe Ravaud:
Impact of an interactive web tool on patients' intention to receive COVID-19 vaccination: a before-and-after impact study among patients with chronic conditions in France. 228 - Ali Jasem Buabbas, Tareq Mohammad, Adel K. Ayed, Hawraa Mallah, Hamza Mohamad Al-Shawaf, Abdulwahed Mohammed Khalfan:
Evaluating the success of the tele-pathology system in governmental hospitals in Kuwait: an explanatory sequential mixed methods design. 229 - Hossein Aghayari, Leila Kalankesh, Homayoun Sadeghi-Bazargani, Mohammad-Reza Feizi-Derakhshi:
Mobile applications for road traffic health and safety in the mirror of the Haddon's matrix. 230 - Hetong Ma, Liu Shen, Haixia Sun, Zidu Xu, Li Hou, Sizhu Wu, An Fang, Jiao Li, Qing Qian:
COVID term: a bilingual terminology for COVID-19. 231 - Aimé Patrice Koumamba, Ulrick Jolhy Bisvigou, Edgard Brice Ngoungou, Gayo Diallo:
Health information systems in developing countries: case of African countries. 232 - Shannen M. C. van Duijn, Angela K. Siteyi, Sherzel Smith, Emmanuel Milimo, Leon Stijvers, Monica Oguttu, Michael O. Amollo, Edward O. Okeyo, Lilyana Dayo, Titus Kwambai, Dickens Onyango, Tobias F. Rinke de Wit:
Connected diagnostics to improve accurate diagnosis, treatment, and conditional payment of malaria services in Kenya. 233 - Pete Wegier, Jeffery L. Belden, Shannon M. Canfield, Victoria A. Shaffer, Sonal J. Patil, Michael LeFevre, K. D. Valentine, Mihail Popescu, Linsey M. Steege, Akshay Jain, Richelle J. Koopman:
Home blood pressure data visualization for the management of hypertension: using human factors and design principles. 235 - Michaela Soellner, Joerg Koenigstorfer:
Compliance with medical recommendations depending on the use of artificial intelligence as a diagnostic method. 236 - Yan Luo, Zhiyu Wang, Cong Wang:
Improvement of APACHE II score system for disease severity based on XGBoost algorithm. 237 - Alina Behne, Nicolai Krüger, Jan Heinrich Beinke, Frank Teuteberg:
Learnings from the design and acceptance of the German COVID-19 tracing app for IS-driven crisis management: a design science research. 238 - Libor Hart, A. Polásková, P. Schalek:
Clinical decision support system RHINA in the diagnosis and treatment of acute or chronic rhinosinusitis. 239 - Maryam Zarghani, Leila Nemati-Anaraki, Zahra Dinpajoo, Arezo Ghamgosar, Sedegheh Khani, Maryam Khazaee-Pool:
Skills and key education needed for clinical librarians: an exploratory study from the librarians' perspectives. 240 - Emma Nichols, Foad Abd-Allah, Amir Abdoli, Ahmed Abualhasan, Eman Abu-Gharbieh, Ashkan Afshin, Rufus Akinyemi, Fahad Mashhour Alanezi, Vahid Alipour, Amir Almasi-Hashiani, Jalal Arabloo, Amir Ashraf-Ganjouei, Getinet Ayano, José Luis Ayuso-Mateos, Atif Amin Baig, Maciej Banach, Miguel A. Barboza, Suzanne Lyn Barker-Collo, Bernhard T. Baune, Akshaya Srikanth Bhagavathula, Krittika Bhattacharyya, Ali Bijani, Atanu Biswas, Archith Boloor, Carol Brayne, Hermann Brenner, Katrin Burkart, Sharath Burugina Nagaraja, Felix Carvalho, Luis F. S. Castro-de-Araujo, Ferrán Catalá-López, Ester Cerin, Nicolas Cherbuin, Dinh-Toi Chu, Xiaochen Dai, Antonio Reis de Sá-Junior, Shirin Djalalinia, Abdel Douiri, David Edvardsson, Shaimaa I. El-Jaafary, Sharareh Eskandarieh, Andre Faro, Farshad Farzadfar, Valery Feigin, Seyed-Mohammad Fereshtehnejad, Eduarda Fernandes, Pietro Ferrara, Irina Filip, Florian Fischer, Shilpa Gaidhane, Lucia Galluzzo, Gebreamlak Gebremedhn Gebremeskel, Ahmad Ghashghaee, Alessandro Gialluisi, Elena V. Gnedovskaya, Mahaveer Golechha, Rajeev Gupta, Vladimir Hachinski, Mohammad R. Haider, Teklehaimanot Gereziher Haile, Mohammad Hamiduzzaman, Graeme J. Hankey, Simon I. Hay, Golnaz Heidari, Reza Heidari-Soureshjani, Hung Chak Ho, Mowafa S. Househ, Bing-Fang Hwang, Licia Iacoviello, Olayinka Stephen Ilesanmi, Irena M. Ilic, Milena D. Ilic, Seyed Sina Naghibi Irvani, Masao Iwagami, Ihoghosa Osamuyi Iyamu, Ravi Prakash Jha, Rizwan Kalani, André Karch, Ayele Semachew Kasa, Yousef S. Khader, Ejaz Ahmad Khan, Mahalaqua Nazli Khatib, Yun Jin Kim, Sezer Kisa, Adnan Kisa, Mika Kivimäki, Ai Koyanagi, Manasi Kumar, Iván Landires, Savita Lasrado, Bingyu Li, Stephen S. Lim, Xuefeng Liu, Shilpashree Madhava Kunjathur, Azeem Majeed, Preeti Malik, Man Mohan Mehndiratta, Ritesh G. Menezes, Yousef Mohammad, Salahuddin Mohammed, Ali H. Mokdad, Mohammad Ali Moni, Gabriele Nagel, Muhammad Naveed, Vinod C. Nayak, Cuong Tat Nguyen, Thi Lan Huong Nguyen, Virginia Nunez-Samudio, Andrew T. Olagunju, Samuel M. Ostroff, Nikita Otstavnov, Mayowa Owolabi, Fatemeh Pashazadeh Kan, Urvish K. Patel, Michael R. Phillips, Michael A. Piradov, Constance Dimity Pond, Faheem Hyder Pottoo, Sergio I. Prada, Amir Radfar, Fakher Rahim, Juwel Rana, Vahid Rashedi, Salman Rawaf, David Laith Rawaf, Nickolas Reinig, Andre M. N. Renzaho, Nima Rezaei, Aziz Rezapour, Michele Romoli, Gholamreza Roshandel, Perminder S. Sachdev, Amirhossein Sahebkar, Mohammad Ali Sahraian, Mehrnoosh Samaei, Mete Saylan, Feng Sha, Masood Ali Shaikh, Kenji Shibuya, Mika Shigematsu, Jae Il Shin, Rahman Shiri, Diego Augusto Santos Silva, Jasvinder A. Singh, Deepika Singhal, Valentin Yurievich Skryabin, Anna Aleksandrovna Skryabina, Amin Soheili, Houman Sotoudeh, Emma Elizabeth Spurlock, Cassandra E. I. Szoeke, Rafael Tabarés-Seisdedos, Biruk Wogayehu Taddele, Marcos Roberto Tovani-Palone, Gebiyaw Wudie Tsegaye, Marco Vacante, Narayanaswamy Venketasubramanian, Simone Vidale, Vasily Vlassov, Giang Thu Vu, Yuan-Pang Wang, Jordan Weiss, Abrha Hailay Weldemariam, Ronny Westerman, Anders Wimo, Andrea Sylvia Winkler, Chenkai Wu, Ali Yadollahpour, Metin Yesiltepe, Naohiro Yonemoto, Chuanhua Yu, Mikhail Sergeevich Zastrozhin, Anasthasia Zastrozhina, Zhi-Jiang Zhang, Christopher J. L. Murray, Theo Vos:
Use of multidimensional item response theory methods for dementia prevalence prediction: an example using the Health and Retirement Survey and the Aging, Demographics, and Memory Study. 241 - Felix Nikolaus Wirth, Thierry Meurers, Marco Johns, Fabian Prasser:
Privacy-preserving data sharing infrastructures for medical research: systematization and comparison. 242 - Izidor Mlakar, Simon Lin, Ilona Aleksandravica, Krista Arcimovica, Janis Eglitis, Marcis Leja, Ángel Salgado Barreira, Jesús G. Gómez, Mercedes Salgado, Jesús G. Mata, Doroteja Batorek, Matej Horvat, Maja Molan, Maja Ravnik, Jean-François Kaux, Valérie Bleret, Catherine Loly, Didier Maquet, Elena Sartini, Urska Smrke:
Patients-centered SurvivorShIp care plan after Cancer treatments based on Big Data and Artificial Intelligence technologies (PERSIST): a multicenter study protocol to evaluate efficacy of digital tools supporting cancer survivors. 243 - Beatrice Alex, Donald Whyte, Daniel Duma, Roma English Owen, Elizabeth A. L. Fairley:
Classifying patient and professional voice in social media health posts. 244 - Wenjia Chen, Jinlin Li:
Teleconsultation demand classification and service analysis. 245 - Kagiso Ndlovu, Richard E. Scott, Maurice Mars:
Interoperability opportunities and challenges in linking mhealth applications and eRecord systems: Botswana as an exemplar. 246 - Mitra Shakery, Manoosh Mehrabi, Zahra Khademian:
The effect of a smartphone application on women's performance and health beliefs about breast self-examination: a quasi-experimental study. 248 - Eman Abukmail, Mina Bakhit, Chris Del Mar, Tammy Hoffmann:
Effect of different visual presentations on the comprehension of prognostic information: a systematic review. 249 - Niels Hannemann, Nina-Alexandra Götz, Lisa Schmidt, Ursula Hübner, Birgit Babitsch:
Patient connectivity with healthcare professionals and health insurer using digital health technologies during the COVID-19 pandemic: a German cross-sectional study. 250 - Suzanne Brodney, K. D. Valentine, Karen R. Sepucha:
Psychometric evaluation of a decision quality instrument for medication decisions for treatment of depression symptoms. 252 - Christine Anderson, Zerihun Bekele, Yongkai Qiu, Dana Tschannen, Ivo D. Dinov:
Modeling and prediction of pressure injury in hospitalized patients using artificial intelligence. 253 - Lambodara Parabhoi, Ramani Ranjan Sahu, Rebecca Susan Dewey, Manoj Kumar Verma, Arbind Kumar Seth, Damodar Parabhoi:
YouTube as a source of information during the Covid-19 pandemic: a content analysis of YouTube videos published during January to March 2020. 255 - Lin Xu, Pengfei Li, Xiaorong Hou, Hongfan Yu, Tingting Tang, Ting Liu, Shoushu Xiang, Xiaoqian Wu, Cheng Huang:
Middle-aged and elderly users' continuous usage intention of health maintenance-oriented WeChat official accounts: empirical study based on a hybrid model in China. 257 - Boxiang Liu, Liang Huang:
ParaMed: a parallel corpus for English-Chinese translation in the biomedical domain. 258 - Caroline B. Terwee, Marloes Zuidgeest, Harald E. Vonkeman, David Cella, Lotte Haverman, Leo D. Roorda:
Common patient-reported outcomes across ICHOM Standard Sets: the potential contribution of PROMIS®. 259 - Kelli Thoele, Mengmeng Yu, Mandeep Dhillon, Robert Skipworth Comer, Hannah L. Maxey, Robin Newhouse, Ukamaka M. Oruche:
Development and assessment of the usability of a web-based referral to treatment tool for persons with substance use disorders. 260 - Yuta Nakamura, Shouhei Hanaoka, Yukihiro Nomura, Takahiro Nakao, Soichiro Miki, Takeyuki Watadani, Takeharu Yoshikawa, Naoto Hayashi, Osamu Abe:
Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers. 262 - Nathalie Genevieve Puaschitz, Frode Fadnes Jacobsen, Janne Mannseth, Renira Corinne Angeles, Line Iden Berge, Marie Hidle Gedde, Bettina Sandgathe Husebo:
Factors associated with access to assistive technology and telecare in home-dwelling people with dementia: baseline data from the LIVE@Home.Path trial. 264 - Duc Dung Le, Roberto Leon Gonzalez, Joseph Upile Matola:
Modeling count data for health care utilization: an empirical study of outpatient visits among Vietnamese older people. 265 - Marie Beth van Egmond, Gabriele Spini, Onno van der Galiën, Arne IJpma, Thijs Veugen, Wessel Kraaij, Alex Sangers, Thomas Rooijakkers, Peter Langenkamp, Bart Kamphorst, Natasja van de L'Isle, Milena Kooij-Janic:
Privacy-preserving dataset combination and Lasso regression for healthcare predictions. 266 - Xi Shi, Charlotte Prins, Gijs Van Pottelbergh, Pavlos Mamouris, Bert Vaes, Bart De Moor:
An automated data cleaning method for Electronic Health Records by incorporating clinical knowledge. 267 - Shivani Sivasankar, An-Lin Cheng, Ira Lubin, Kamani Lankachandra, Mark A. Hoffman:
Use of large scale EHR data to evaluate A1c utilization among sickle cell disease patients. 268 - Dagard Joanna, Mazille-Orfanos Nadia, Nawras Georgi, Dechicha Intissar, Guy Carrault, Patrick Pladys, Alain Beuchée:
Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study. 269 - Ali Torabi, Mohammad Reza Daliri:
Applying nonlinear measures to the brain rhythms: an effective method for epilepsy diagnosis. 270 - Qianlong Wen, Ruoqi Liu, Ping Zhang:
Clinical connectivity map for drug repurposing: using laboratory results to bridge drugs and diseases. 263 - Rosy Tsopra, Xosé M. Fernández, Claudio Luchinat, Lilia Alberghina, Hans Lehrach, Marco Vanoni, Felix Dreher, Osman Ugur Sezerman, Marc Cuggia, Marie de Tayrac, Edvins Miklasevics, Lucian Mihai Itu, Marius Geanta, Lesley Ogilvie, Florence Godey, Cristian Nicolae Boldisor, Boris Campillo-Gimenez, Cosmina Cioroboiu, Costin Florian Ciusdel, Simona Coman, Oliver Hijano Cubelos, Alina Itu, Bodo Lange, Matthieu Le Gallo, Alexandra Lespagnol, Giancarlo Mauri, H. Okan Soykam, Bastien Rance, Paola Turano, Leonardo Tenori, Alessia Vignoli, Christoph Wierling, Nora Benhabiles, Anita Burgun:
A framework for validating AI in precision medicine: considerations from the European ITFoC consortium. 274 - Maryam Zarghani, Leila Nemati-Anaraki, Zahra Dinpajoo, Arezo Ghamgosar, Sedegheh Khani, Maryam Khazaee-Pool:
Correction to: Skills and key education needed for clinical librarians: an exploratory study from the librarians' perspectives. 276 - Dagard Joanna, Mazille-Orfanos Nadia, Nawras Georgi, Dechicha Intissar, Guy Carrault, Patrick Pladys, Alain Beuchée:
Correction to: Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study. 277 - Viktoria Jungreithmayr, Andreas D. Meid, Janina Bittmann, Markus Fabian, Ulrike Klein, Silvia Kugler, Martin Löpprich, Oliver Reinhard, Lucienne Scholz, Birgit Zeeh, Wolfgang Bitz, Till Bugaj, Lars Kihm, Stefan Kopf, Anja Liemann, Petra Wagenlechner, Johanna Zemva, Claudia Benkert, Christian Merle, Sergej Roman, Stefan Welte, Walter E. Haefeli, Hanna M. Seidling:
The impact of a computerized physician order entry system implementation on 20 different criteria of medication documentation - a before-and-after study. 279 - Maryam Eslami Jahromi, Leila Ahmadian:
Determining the effect of tele-rehabilitation on patients with stutter using the goal attainment scaling (GAS). 280 - Alvina Grace Lai, Wai Hoong Chang, Constantinos A. Parisinos, Michail Katsoulis, Ruth M. Blackburn, Anoop D. Shah, Vincent Nguyen, Spiros C. Denaxas, George Davey Smith, Tom R. Gaunt, Krishnarajah Nirantharakumar, Murray P. Cox, Donall Forde, Folkert W. Asselbergs, Steve K. Harris, Sylvia Richardson, Reecha Sofat, Richard J. B. Dobson, Aroon D. Hingorani, Riyaz Patel, Jonathan Sterne, Amitava Banerjee, Alastair K. Denniston, Simon Ball, Neil J. Sebire, Nigam H. Shah, Graham R. Foster, Bryan Williams, Harry Hemingway:
An informatics consult approach for generating clinical evidence for treatment decisions. 281 - Jacob A. Andrews, Michael P. Craven, Alexandra R. Lang, B. Guo, Richard Morriss, Chris Hollis:
The impact of data from remote measurement technology on the clinical practice of healthcare professionals in depression, epilepsy and multiple sclerosis: survey. 282 - Jiawei Wu, Shengqiang Zhou, Songlin Zuo, Yiyin Chen, Weiqin Sun, Jiang Luo, Jiantuan Duan, Hui Wang, Deguang Wang:
U-Net combined with multi-scale attention mechanism for liver segmentation in CT images. 283 - Li-Li Tong, Jin-Bo Gu, Jing-jiao Li, Guang-Xuan Liu, Shuowei Jin, Aiyun Yan:
Application of Bayesian network and regression method in treatment cost prediction. 284 - Win Han Oo, Kaung Myat Thu, Julia C. Cutts, Win Htike, Kyawt Mon Win, May Chan Oo, Naw Hkawng Galau, Paul A. Agius, Pyae Phyo Htoon, Ellen Kearney, Aung Thi, Ye Win Aung, Min Min Thein, Kathryn Rosecrans, Kyi Tun Lwin, Aung Kyi Min, Freya J. I. Fowkes:
Sustainability of a mobile phone application-based data reporting system in Myanmar's malaria elimination program: a qualitative study. 285 - Yao-Yi Kuo, Shu-Tien Huang, Hung-Wen Chiu:
Applying artificial neural network for early detection of sepsis with intentionally preserved highly missing real-world data for simulating clinical situation. 290 - Haile Mekonnen Fenta, Temesgen Zewotir, Essey Kebede Muluneh:
A machine learning classifier approach for identifying the determinants of under-five child undernutrition in Ethiopian administrative zones. 291 - Faezeh Afzali, Yunes Jahani, Fatemeh Bagheri, Reza Khajouei:
The impact of the emergency medical services (EMS) automation system on patient care process and user workflow. 292 - Samia El Joueidi, Kevin Bardosh, Richard Musoke, Binyam Tilahun, Maryam Abo Moslim, Katie Gourlay, Alissa MacMullin, Victoria J. Cook, Melanie Murray, Gilbert Mbaraga, Sabin Nsanzimana, Richard Lester:
Evaluation of the implementation process of the mobile health platform 'WelTel' in six sites in East Africa and Canada using the modified consolidated framework for implementation research (mCFIR). 293 - Mariem Gandouz, Hajo Holzmann, Dominik Heider:
Machine learning with asymmetric abstention for biomedical decision-making. 294 - Frank Doesburg, Roy Oelen, Maurits H. Renes, Pedro Lourenço, Daan J. Touw, Maarten W. N. Nijsten:
Multi-infusion with integrated multiple pressure sensing allows earlier detection of line occlusions. 295 - Byung Kwan Choi, Young-Taek Park, Hyeoun-Ae Park, Chris Lane, Emmanuel C. Jo, Sunghong Kang:
Factors of quality of care and their association with smartphone based PHR adoption in South Korean hospitals. 296 - Sharmala Thuraisingam, Patty Chondros, Michelle M. Dowsey, Tim Spelman, Stephanie Garies, Peter Fook Meng Choong, Jane Gunn, Jo-Anne Manski-Nankervis:
Assessing the suitability of general practice electronic health records for clinical prediction model development: a data quality assessment. 297 - Leila Shahmoradi, Amin Azizpour, Mahmud Bejani, Pejman Shadpour, Sorayya Rezayi:
Prevention and control of urinary tract stones using a smartphone-based self-care application: design and evaluation. 299 - Suhuai Wang, Jingjie Li, Lin Sun, Jianing Cai, Shihui Wang, Linwen Zeng, Shaoqing Sun:
Application of machine learning to predict the occurrence of arrhythmia after acute myocardial infarction. 301 - Erik Tute, Nagarajan Ganapathy, Antje Wulff:
A data driven learning approach for the assessment of data quality. 302 - Onno van der Galiën, René C. Hoekstra, Muhammed T. Gürgöze, Olivier C. Manintveld, Mark van den Bunt, Cor J. Veenman, Eric Boersma:
Prediction of long-term hospitalisation and all-cause mortality in patients with chronic heart failure on Dutch claims data: a machine learning approach. 303 - Chenxi Sun, Hongna Dui, Hongyan Li:
Interpretable time-aware and co-occurrence-aware network for medical prediction. 305 - Alemayehu Bisrat, Dagne Minda, Bekalu Assamnew, Biruk Abebe, Teshome Abegaz:
Implementation challenges and perception of care providers on Electronic Medical Records at St. Paul's and Ayder Hospitals, Ethiopia. 306 - Catherine Waldron, Joan Cahill, Sam Cromie, Tim Delaney, Sean P. Kennelly, Joshua M. Pevnick, Tamasine Grimes:
Personal Electronic Records of Medications (PERMs) for medication reconciliation at care transitions: a rapid realist review. 307 - Pengwei Hu, Yuan Huang, Jing Mei, Henry Leung, Zhanheng Chen, Ze-min Kuang, Zhu-Hong You, Lun Hu:
Learning from low-rank multimodal representations for predicting disease-drug associations. 308 - Amin Naemi, Thomas Schmidt, Marjan Mansourvar, Ali Ebrahimi, Uffe Kock Wiil:
Quantifying the impact of addressing data challenges in prediction of length of stay. 298 - Jungwon Yoon, Heather Billings, Chung-Il Wi, Elissa Hall, Sunghwan Sohn, Jung Hyun Kwon, Euijung Ryu, Pragya Shrestha, Hongfang Liu, Young J. Juhn:
Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms through a modified Delphi technique. 310 - Ji Hoon Kim, Sang Gil Han, Ara Cho, Hye Jung Shin, Song-Ee Baek:
Effect of deep learning-based assistive technology use on chest radiograph interpretation by emergency department physicians: a prospective interventional simulation-based study. 311 - Xiaoting Liu, Chenhao Fang, Chao Wu, Jianxing Yu, Qi Zhao:
DRG grouping by machine learning: from expert-oriented to data-based method. 312 - Fakher Rahim, Anoshirvan Kazemnejad, Mina Jahangiri, Amal Saki Malehi, Kimiya Gohari:
Diagnostic performance of classification trees and hematological functions in hematologic disorders: an application of multidimensional scaling and cluster analysis. 313 - Yuko Goto, Yasuhiro Yamaguchi, Joji Onishi, Hidenori Arai, Martin Härter, Isabelle Scholl, Levente Kriston, Hisayuki Miura:
Adapting the patient and physician versions of the 9-item shared decision making questionnaire for other healthcare providers in Japan. 314 - Scott Laing, Jay Mercer:
Improved preventive care clinical decision-making efficiency: leveraging a point-of-care clinical decision support system. 315 - Tingyan Yue, Tao Zhang:
Bayesian network-based missing mechanism identification (BN-MMI) method in medical research. 316 - Amanda Breckner, Catharina Roth, Joachim Szecsenyi, Michel Wensing:
Enhancing implementation of a standardized initial assessment for demand management in outpatient emergency care in Germany: a quantitative process evaluation. 318 - Shanchen Pang, Yu Zhuang, Xinzeng Wang, Fuyu Wang, Sibo Qiao:
EOESGC: predicting miRNA-disease associations based on embedding of embedding and simplified graph convolutional network. 319 - Naomi Carlisle, Helena A. Watson, Jenny Carter, K. Kuhrt, P. T. Seed, Rachel M. Tribe, Jane Sandall, Andrew H. Shennan:
Clinicians' experiences of using and implementing a medical mobile phone app (QUiPP V2) designed to predict the risk of preterm birth and aid clinical decision making. 320 - Atiyeh Saboktakin, Mohammad Mehdi Sepehri, Roghaye Khasha:
A novel approach to educate hospitalized cardiovascular disease patients about lifestyle and behavior modifications. 321 - Sunwoo Han, Brian D. Williamson, Youyi Fong:
Improving random forest predictions in small datasets from two-phase sampling designs. 322 - Catherine H. Yu, Farid Medleg, Dorothy Choi, Catherine M. Spagnuolo, Lakmini Pinnaduwage, Sharon E. Straus, Paul Cantarutti, Karen Chu, Paul Frydrych, Amy Hoang-Kim, Noah M. Ivers, David Kaplan, Fok-Han Leung, John Maxted, Jeremy Rezmovitz, Joanna Sale, Sumeet Sodhi, Dawn Stacey, Deanna Telner:
Integrating shared decision-making into primary care: lessons learned from a multi-centre feasibility randomized controlled trial. 323 - Lu Tan, Tianran Huangfu, Liyao Wu, Wenying Chen:
Comparison of RetinaNet, SSD, and YOLO v3 for real-time pill identification. 324 - Ning Deng, Leiyi Sheng, Wangshu Jiang, Yongfa Hao, Shuoshuo Wei, Bei Wang, Huilong Duan, Juan Chen:
A home-based pulmonary rehabilitation mHealth system to enhance the exercise capacity of patients with COPD: development and evaluation. 325 - Azoukalné Moukénet, Monica Anna de Cola, Charlotte Ward, Honoré Beakgoubé, Kevin Baker, Laura Donovan, Jean Laoukolé, Sol Richardson:
Health management information system (HMIS) data quality and associated factors in Massaguet district, Chad. 326 - Mohamadreza Hajiabadi, Behrouz Alizadeh Savareh, Hassan Emami, Azadeh Bashiri:
Comparison of wavelet transformations to enhance convolutional neural network performance in brain tumor segmentation. 327 - Tannaz Khaleghi, Alper Ekrem Murat, Suzan Arslanturk:
A tree based approach for multi-class classification of surgical procedures using structured and unstructured data. 328 - Esmaeel Toni, Habibollah Pirnejad, Khadijeh Makhdoomi, Azam Mivefroshan, Zahra Niazkhani:
Patient empowerment through a user-centered design of an electronic personal health record: a qualitative study of user requirements in chronic kidney disease. 329 - Naseem Cassim, Michael Mapundu, Victor Olago, Turgay Çelik, Jaya Anna George, Deborah Kim Glencross:
Using text mining techniques to extract prostate cancer predictive information (Gleason score) from semi-structured narrative laboratory reports in the Gauteng province, South Africa. 330 - Md Mahmudul Hasan, Gary J. Young, Jiesheng Shi, Prathamesh Mohite, Leonard D. Young, Scott G. Weiner, Md. Noor-E.-Alam:
A machine learning based two-stage clinical decision support system for predicting patients' discontinuation from opioid use disorder treatment: retrospective observational study. 331 - Haomin Li, Yang Lu, Xian Zeng, Cangcang Fu, Huilong Duan, Qiang Shu, Jihua Zhu:
Prediction of central venous catheter-associated deep venous thrombosis in pediatric critical care settings. 332 - Saeid Azadifar, Ali Ahmadi:
A graph-based gene selection method for medical diagnosis problems using a many-objective PSO algorithm. 333 - Ying Wu, Shuai Huang, Xiangyu Chang:
Understanding the complexity of sepsis mortality prediction via rule discovery and analysis: a pilot study. 334 - Dingting Xu, Hanyun Zhang, Yan Chen:
Patients' views of shared decision making in inflammatory bowel disease: a survey in China. 340 - Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Muhammad Raheel Afzal, Joke Spildooren, Bart Vanrumste, Peter Slaets:
Modelling and identification of characteristic kinematic features preceding freezing of gait with convolutional neural networks and layer-wise relevance propagation. 341 - Katrin Madjar, Jörg Rahnenführer:
Weighted Cox regression for the prediction of heterogeneous patient subgroups. 342 - Nonie Alexander, Daniel C. Alexander, Frederik Barkhof, Spiros C. Denaxas:
Identifying and evaluating clinical subtypes of Alzheimer's disease in care electronic health records using unsupervised machine learning. 343 - Michael Merry, Patricia J. Riddle, Jim Warren:
A mental models approach for defining explainable artificial intelligence. 344 - Eman T. Alharbi, Farrukh Nadeem, Asma Cherif:
Predictive models for personalized asthma attacks based on patient's biosignals and environmental factors: a systematic review. 345 - Ping Lei, Jianjun Zheng, Yun Li, Zhongjiang Li, Fei Gao, Xuesong Li:
Factors influencing online orthopedic doctor-patient consultations. 346 - Lauren A. Beste, Xuefei Zhang, Grace L. Su, Tony Van, George N. Ioannou, Brandon Oselio, Monica Tincopa, Boang Liu, Amit G. Singal, Ji Zhu, Akbar K. Waljee:
Adapted time-varying covariates Cox model for predicting future cirrhosis development performs well in a large hepatitis C cohort. 347 - Junfeng Peng, Mi Zhou, Kaiqiang Zou, Xiongyong Zhu, Jun Xu, Yi Teng, Feifei Zhang, Guoming Chen:
Exploratory study on classification of chronic obstructive pulmonary disease combining multi-stage feature fusion and machine learning. 348 - M. Àngels Pons-Mesquida, Míriam Oms-Arias, Eduard Diogène-Fadini, Albert Figueras:
Safer prescription of drugs: impact of the PREFASEG system to aid clinical decision-making in primary care in Catalonia. 349 - Hua Zheng, Jiahao Zhu, Wei Xie, Judy Zhong:
Reinforcement learning assisted oxygen therapy for COVID-19 patients under intensive care. 350 - Jan Chrusciel, François Girardon, Lucien Roquette, David Laplanche, Antoine Duclos, Stéphane Sanchez:
The prediction of hospital length of stay using unstructured data. 351 - Fabio Giachelle, Ornella Irrera, Gianmaria Silvello:
MedTAG: a portable and customizable annotation tool for biomedical documents. 352 - Cheng Ye, Bradley A. Malin, Daniel Fabbri:
Leveraging medical context to recommend semantically similar terms for chart reviews. 353 - Jianfei Pang, Haifeng Xu, Jun Ren, Jun Yang, Mei Li, Dan Lu, Dongsheng Zhao:
Process mining framework with time perspective for understanding acute care: a case study of AIS in hospitals. 354 - Liting Huang, Zhiying Jiang, Ruichu Cai, Li Li, Qinqun Chen, Jiaming Hong, Zhifeng Hao, Hang Wei:
Investigating the interpretability of fetal status assessment using antepartum cardiotocographic records. 355 - Amin Jalali, Paul Johannesson, Erik Perjons, Ylva Askfors, Abdolazim Rezaei Kalladj, Tero Shemeikka, Anikó Vég:
dfgcompare: a library to support process variant analysis through Markov models. 356 - Tom Oluoch, Ronald Cornet, Jacques Muthusi, Abraham Katana, Davies Kimanga, Daniel Kwaro, Nicky Okeyo, Ameen Abu-Hanna, Nicolette de Keizer:
A clinical decision support system is associated with reduced loss to follow-up among patients receiving HIV treatment in Kenya: a cluster randomized trial. 357 - Arsenij Ustjanzew, Alexander Desuki, Christoph Ritzel, Alina Corinna Dolezilek, Daniel-Christoph Wagner, Jan Christoph, Philipp Unberath, Thomas Kindler, Jörg Faber, Federico Marini, Torsten Panholzer, Claudia Paret:
cbpManager: a web application to streamline the integration of clinical and genomic data in cBioPortal to support the Molecular Tumor Board. 358 - Aleksandr Bespalov, Anton Barchuk, Anssi Auvinen, Jaakko Nevalainen:
Cancer screening simulation models: a state of the art review. 359 - Jiayu Zhou, Yanqing Ye, Jiang Jiang:
Kernel principal components based cascade forest towards disease identification with human microbiota. 360 - Aixia Guo, Kari A. Stephens, Yosef M. Khan, James R. Langabeer II, Randi E. Foraker:
Women and ethnoracial minorities with poor cardiovascular health measures associated with a higher risk of developing mood disorder. 361 - Philomena Ngugi, Martin Chieng Were, Ankica Babic:
Users' perception on factors contributing to electronic medical records systems use: a focus group discussion study in healthcare facilities setting in Kenya. 362 - Xuan Gu, Zhengya Sun, Wensheng Zhang:
Composition-driven symptom phrase recognition for Chinese medical consultation corpora. 363 - Zhi Li, Kevin M. Wheelock, Sangeeta Lathkar-Pradhan, Hakan Oral, Daniel J. Clauw, Pujitha Gunaratne, Jonathan Gryak, Kayvan Najarian, Brahmajee K. Nallamothu, Hamid Ghanbari:
Predicting atrial fibrillation episodes with rapid ventricular rates associated with low levels of activity. 364 - Jinyong Cheng, Qingxu Zou, Yunxiang Zhao:
ECG signal classification based on deep CNN and BiLSTM. 365 - Hardeep Singh, Farah Tahsin, Jason Xin Nie, Brian McKinstry, Kednapa Thavorn, Ross E. G. Upshur, Sarah Harvey, Walter P. Wodchis, Carolyn Steele Gray:
Exploring the perspectives of primary care providers on use of the electronic Patient Reported Outcomes tool to support goal-oriented care: a qualitative study. 366 - Silvia Cozzi, Andrea Martinuzzi, Vincenzo Della Mea:
Ontological modeling of the International Classification of Functioning, Disabilities and Health (ICF): Activities&Participation and Environmental Factors components. 367 - Chunyu Liu, Jing Xu, Ran Liu, Miye Wang, Yixuan Zhuo, Lan Su, Hongmei Yan, Qing Zhang:
Identifying drug-related attributes to personalise antihypertensive agents: the outcome report of patients receiving metoprolol therapy. 370 - Siyu Zeng, Lele Li, Yanjie Hu, Li Luo, Yuanchen Fang:
Machine learning approaches for the prediction of postoperative complication risk in liver resection patients. 371 - Ming Cheng, Shufeng Xiong, Fei Li, Pan Liang, Jianbo Gao:
Multi-task learning for Chinese clinical named entity recognition with external knowledge. 372 - Binyam Tilahun, Lemma Derseh, Asmamaw Atinafu, Adane Letta Mamuye, Tesfahun H. Mariam, Mesoud Mohammed, Teklehayimanot G. Hiwot, Berhanu Fikadie Endehabtu:
Level and contributing factors of health data quality and information use in two districts in Northwest Ethiopia: social-ecological perspective. 373 - Hilary P. Bagshaw, Alejandro Martinez, Nastaran Heidari, David Scheinker, Alan Pollack, Radka Stoyanova, Eric Horwitz, Gerard Morton, Amar U. Kishan, Mark Buyyounouski:
A personalized decision aid for prostate cancer shared decision making. 374 - Chenxi Sun, Shenda Hong, Moxian Song, Hongyan Li, Zhenjie Wang:
Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning. 45 - Li Tang, Andy H. Lee, Colin W. Binns, Lian Duan, Yi Liu, Chunrong Li:
Correction to: WeChat-based intervention to support breastfeeding for Chinese mothers: protocol of a randomised controlled trial. 46 - Lytske J. Bakker, Jos Aarts, Carin Uyl-de Groot, William K. Redekop:
How can we discover the most valuable types of big data and artificial intelligence-based solutions? A methodology for the efficient development of the underlying analytics that improve care. 336 - Elisa Puigdomènech, Anne Martin, Alexandra R. Lang, Fulvio Adorni, Santiago Felipe Gomez, Brian McKinstry, Federica Prinelli, Laura A. Condon, Rajeeb Rashid, Maurizio Caon, Sarah Atkinson, Claudio L. Lafortuna, Valentina Ciociola, Janet Hanley, Lucy McCloughan, Castell Abat Conxa, Mireia Espallargues:
Correction to: Promoting healthy teenage behaviour across three European countries through the use of a novel smartphone technology platform, PEGASO fit for future: study protocol of a quasi-experimental, controlled, multi-Centre trial. 337 - Haowen Deng, Youyou Zhou, Lin Wang, Cheng Zhang:
Ensemble learning for the early prediction of neonatal jaundice with genetic features. 338 - Farnia Velayati, Haleh Ayatollahi, Morteza Hemmat, Reza Dehghan:
Key components and critical factors for developing a telehealth business framework: a qualitative study. 339
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