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ORCIDBMC Medical Informatics & Decision Making, Volume 20
Volume 20, Number 1, December 2020
- Binyam Bogale
, Kjersti Mørkrid, Brian O'Donnell, Buthaina Ghanem, Itimad Abu Ward, Khadija Abu Khader, Mervett Isbeih, Michael Frost, Mohammad Baniode, Taghreed Hijaz, Tamara Awwad, Yousef Rabah, Jahn Frederik Frøen:
Development of a targeted client communication intervention to women using an electronic maternal and child health registry: a qualitative study. 1 - Naomi Muinga, Steve Magare, Jonathan Monda, Mike English, Hamish Fraser, John A. Powell, Chris Paton:
Digital health Systems in Kenyan Public Hospitals: a mixed-methods survey. 2 - Sung Mo Ryu, Sung Wook Seo, Sun-Ho Lee:
Novel prognostication of patients with spinal and pelvic chondrosarcoma using deep survival neural networks. 3 - André M. Carrington, Paul W. Fieguth, Hammad Qazi, Andreas Holzinger, Helen H. Chen, Franz Mayr, Douglas G. Manuel:
A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms. 4 - Apichai Wattanapisit, Chin Hai Teo, Sanhapan Wattanapisit, Emylia Teoh, Wing Jun Woo, Chirk Jenn Ng:
Can mobile health apps replace GPs? A scoping review of comparisons between mobile apps and GP tasks. 5 - György J. Simon, Kevin A. Peterson, M. Regina Castro, Michael S. Steinbach, Vipin Kumar, Pedro J. Caraballo:
Predicting diabetes clinical outcomes using longitudinal risk factor trajectories. 6 - Sara Dahlin:
Exploring the usefulness of Lexis diagrams for quality improvement. 7 - Emily Kogan, Kathryn Twyman, Jesse Heap, Dejan Milentijevic, Jennifer H. Lin, Mark Alberts:
Assessing stroke severity using electronic health record data: a machine learning approach. 8 - Carmen Sayon-Orea, Conchi Moreno-Iribas, Josu Delfrade, Manuela Sanchez-Echenique, Pilar Amiano, Eva Ardanaz, Javier Gorricho, Garbiñe Basterra, Marian Nuin, Marcela Guevara:
Inverse-probability weighting and multiple imputation for evaluating selection bias in the estimation of childhood obesity prevalence using data from electronic health records. 9 - Samankumara Hettige, Eshani Dasanayaka, Dileepa Senajith Ediriweera:
Usage of cloud storage facilities by medical students in a low-middle income country, Sri Lanka: a cross sectional study. 10 - David Yang Ern Sin, Xiaoxuan Guo, Dayna Wei Wei Yong, Tian Yu Qiu, Peter Kirm Seng Moey, Falk Müller-Riemenschneider, Ngiap Chuan Tan:
Assessment of willingness to Tele-monitoring interventions in patients with type 2 diabetes and/or hypertension in the public primary healthcare setting. 11 - Malan Zhang, Jiani Yu, Wei Shen, Yun Zhang, Yun Xiang, Xinting Zhang, Ziling Lin, Tiebin Yan:
A mobile app implementing the international classification of functioning, disability and health rehabilitation set. 12 - Audrey Tan, Mark Durbin, Frank R. Chung, Ada L. Rubin, Allison M. Cuthel, Jordan A. McQuilkin, Aram S. Modrek, Catherine T. Jamin, Nicholas Gavin, Devin M. Mann, Jordan L. Swartz, Jonathan S. Austrian, Paul A. Testa, Jacob D. Hill, Corita R. Grudzen, Benjamin Abella, David Allard, M. Fernanda Bellolio, Michael Blum, Todd Burstain, Jeffrey Caterino, Julie Cooper, Bruce Darrow, Marie-Carmelle Elie, Ahmed Elsayem, John Frenzel, Howard Goldberg, Iris Herrera, John Howell, Allen Hsaio, Eric Isaacs, Karen Jubanyik, Ken Kawamoto, Sangeeta Lamba, Troy Madsen, Joseph Miller, Kei Ouchi, Rajesh Patel, Rajiv Pramanik, Lynne Richardson, Milisa Rizer, Elizabeth Schoenfeld, Timothy Shiuh, Ashley Shreves, Robert Swor, Arvind Venkat, Kendall Webb, Howard Weeks, Robert White, Decker Wyatt, Matthew Zimmie, Erin Zimny:
Design and implementation of a clinical decision support tool for primary palliative Care for Emergency Medicine (PRIM-ER). 13 - Tzvika Hartman, Michael D. Howell, Jeff Dean, Shlomo Hoory, Ronit Slyper, Itay Laish, Oren Gilon, Danny Vainstein, Greg Corrado, Katherine Chou, Ming Jack Po, Jutta Williams, Scott Ellis, Gavin Bee, Avinatan Hassidim, Rony Amira, Genady Beryozkin, Idan Szpektor, Yossi Matias:
Customization scenarios for de-identification of clinical notes. 14 - Hillary J. Mull, Kelly Stolzmann, Emily Kalver, Marlena H. Shin, Marin L. Schweizer, Archana Asundi, Payal Mehta, Maggie Stanislawski, Westyn Branch-Elliman:
Novel methodology to measure pre-procedure antimicrobial prophylaxis: integrating text searches with structured data from the Veterans Health Administration's electronic medical record. 15 - Davide Chicco, Giuseppe Jurman:
Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone. 16 - Jennifer Murphy, T. Uttamlal, Kelly Ann Schmidtke, Ivo Vlaev, David Taylor, Mian Ahmad, S. Alsters, P. Purkayastha, Samantha Scholtz, Ramin Ramezani, A. R. Ahmed, H. Chahal, Ara Darzi, Alexandra I. F. Blakemore:
Tracking physical activity using smart phone apps: assessing the ability of a current app and systematically collecting patient recommendations for future development. 17 - Jian-Xiang Wei, Yue Ding, Ming Li, Jun Sun:
A stratification method based on clustering for the minimization of data masking effect in signal detection. 18 - Muhammad Nazrul Islam, Md. Mahboob Karim, Toki Tahmid Inan, A. K. M. Najmul Islam:
Investigating usability of mobile health applications in Bangladesh. 19 - Freddy Constanzo, Paula Aracena-Sherck, Juan Pablo Hidalgo, Lorena Peña, Mery Marrugo, Jonathan González, Gerardo Vergara, Cristóbal Alvarado:
Contribution of a synchronic teleneurology program to decrease the patient number waiting for a first consultation and their waiting time in Chile. 20 - Jan Wolff, A. Gary, D. Jung, C. Normann, Klaus Kaier, Harald Binder, K. Domschke, Ansgar Klimke, M. Franz:
Predicting patient outcomes in psychiatric hospitals with routine data: a machine learning approach. 21 - Dan-Yang Tong, Yu Tian, Tianshu Zhou, Qiancheng Ye, Jun Li, Kefeng Ding, Jing-song Li:
Improving prediction performance of colon cancer prognosis based on the integration of clinical and multi-omics data. 22 - Marco Paluszny, Dany Ríos:
Retrieving 3D medical data along fitted curved slices and their display. 23 - Fatemeh Rangraz Jeddi, Ehsan Nabovati, Rahele Hamidi, Reihane Sharif:
Mobile phone usage in patients with type II diabetes and their intention to use it for self-management: a cross-sectional study in Iran. 24 - Cynthia J. Sieck, Nicole Pearl, Tiffani J. Bright, Po-Yin Yen:
A qualitative study of physician perspectives on adaptation to electronic health records. 25 - Olivier Garot, Julian Rössler, Juliane Pfarr, Michael T. Ganter, Donat R. Spahn, Christoph B. Nöthiger, David W. Tscholl:
Avatar-based versus conventional vital sign display in a central monitor for monitoring multiple patients: a multicenter computer-based laboratory study. 26 - Prince Peprah, Emmanuel Mawuli Abalo, Williams Agyemang-Duah, Hayford Isaac Budu, Emmanuel Appiah-Brempong, Anthony Kwame Morgan, Adjei Gyimah Akwasi:
Lessening barriers to healthcare in rural Ghana: providers and users' perspectives on the role of mHealth technology. A qualitative exploration. 27 - Katja Hoffmann, Katja Cazemier, Christoph Baldow, Silvio Schuster, Yuri Kheifetz, Sibylle Schirm, Matthias Horn, Thomas Ernst, Constanze Volgmann, Christian Thiede, Andreas Hochhaus, Martin Bornhäuser, Meinolf Suttorp, Markus Scholz, Ingmar Glauche, Markus Loeffler, Ingo Roeder:
Integration of mathematical model predictions into routine workflows to support clinical decision making in haematology. 28 - Johanna Eicher, Raffael Bild, Helmut Spengler, Klaus A. Kuhn, Fabian Prasser:
A comprehensive tool for creating and evaluating privacy-preserving biomedical prediction models. 29 - François-André Allaert, Louis Legrand, N. Abdoul Carime, Catherine Quantin:
Will applications on smartphones allow a generalization of telemedicine? 30 - Gladys N. Honein-AbouHaidar, Jumana Antoun, Karim Badr, Sani Hlais, Houry Nazaretian:
Users' acceptance of electronic patient portals in Lebanon. 31 - Hassane Alami, Pascale Lehoux, Marie-Pierre Gagnon, Jean-Paul Fortin, Richard Fleet, Mohamed Ali Ag Ahmed:
Rethinking the electronic health record through the quadruple aim: time to align its value with the health system. 32 - Florian Kunneman, Mattijs S. Lambooij, Albert Wong, Antal van den Bosch, Liesbeth Mollema:
Monitoring stance towards vaccination in twitter messages. 33 - Lada Timotijevic, C. E. Hodgkins, Adrian Banks, Patrice Rusconi, Bernadette Egan, M. Peacock, Ellen Seiss, M. M. L. Touray, Heather Gage, Clelia Pellicano, Gianfranco Spalletta, Francesca Assogna, Manuela Giglio, Andrea Marcante, Giovanni Gentile, Imre Cikajlo, Dimitrios A. Gatsios, Spiros Konitsiotis, Dimitrios I. Fotiadis:
Designing a mHealth clinical decision support system for Parkinson's disease: a theoretically grounded user needs approach. 34 - Ruth Pel-Littel, Julia C. M. van Weert, Mirella M. Minkman, Wilma J. M. Scholte op Reimer, Marjolein H. van de Pol, Bianca M. Buurman:
The development of the evidence-based SDMMCC intervention to improve shared decision making in geriatric outpatients: the DICO study. 35 - Yi-Shian Chen, Che-Yi Chou, Arbee L. P. Chen:
Early prediction of acquiring acute kidney injury for older inpatients using most effective laboratory test results. 36 - Harsh Bhasin, Ramesh Kumar Agrawal:
A combination of 3-D discrete wavelet transform and 3-D local binary pattern for classification of mild cognitive impairment. 37 - Deyse Gillyane Gomes Camilo, Ricardo Pires de Souza, Talita Dias Chagas Frazão, João Florêncio da Costa Junior:
Multi-criteria analysis in the health area: selection of the most appropriate triage system for the emergency care units in natal. 38 - Avi Kenny, Nicholas Gordon, Jordan Downey, Owen Eddins, Kathleen Buchholz, Alvin Menyon, William Mansah:
Design and implementation of a mobile health electronic data capture platform that functions in fully-disconnected settings: a pilot study in rural Liberia. 39 - Alberto Hernández-Reyes, Guillermo Molina-Recio, Rafael Molina-Luque, Juan M. Palomo-Romero, F. Cámara-Martos, R. Moreno-Rojas:
Effectiveness of PUSH notifications from a mobile app for improving the body composition of overweight or obese women: a protocol of a three-armed randomized controlled trial. 40 - Yvonne O'Connor, Pavel Andreev, Philip O'Reilly:
MHealth and perceived quality of care delivery: a conceptual model and validation. 41 - Nicholas Bowden, Sheree Gibb, Hiran Thabrew, Jesse Kokaua, Richard Audas, Sally Merry, Barry Taylor, Sarah Hetrick:
Case identification of mental health and related problems in children and young people using the New Zealand Integrated Data Infrastructure. 42 - Jin Zhang, Zhong Zheng, Yanyan Wang, Yifan Zhu:
A study on users' preference towards diabetes-related video clips on YouTube. 43 - Louis Raymond, Éric Maillet, Marie-Claude Trudel, Josianne Marsan, Ana Ortiz de Guinea, Guy Paré:
Advancing laboratory medicine in hospitals through health information exchange: a survey of specialist physicians in Canada. 44 - Adriano L. C. Araújo, Heliana B. Soares, Daniel F. Carvalho, Roberto M. Mendonça, Antonio G. Oliveira:
Design and clinical validation of a software program for automated measurement of mammographic breast density. 45 - Berit Seljelid, Cecilie Varsi, Lise Solberg Nes, Aud-E. Stenehjem, Jens Bollerslev, Elin Børøsund:
Content and system development of a digital patient-provider communication tool to support shared decision making in chronic health care: InvolveMe. 46 - Daniel B. Hier, Steven U. Brint:
A Neuro-ontology for the neurological examination. 47 - Chonghui Guo, Menglin Lu, Jingfeng Chen:
An evaluation of time series summary statistics as features for clinical prediction tasks. 48 - Priscilla Machado do Nascimento, Inácio Gomes Medeiros, Raul Maia Falcão, Beatriz Stransky, Jorge Estefano Santana de Souza:
A decision tree to improve identification of pathogenic mutations in clinical practice. 52 - Hao Xu, Steven Cox, Lisa Stillwell, Emily R. Pfaff, James Champion, Stanley C. Ahalt, Karamarie Fecho:
FHIR PIT: an open software application for spatiotemporal integration of clinical data and environmental exposures data. 53 - Dóra Révész, Sander M. J. van Kuijk, Floortje Mols, Fränzel J. B. van Duijnhoven, Renate M. Winkels, Huub Hoofs, I Jmert Kant, Luc J. Smits, Stéphanie O. Breukink, Lonneke V. van de Poll-Franse, Ellen Kampman, Sandra Beijer, Matty P. Weijenberg, Martijn J. L. Bours:
Development and internal validation of prediction models for colorectal cancer survivors to estimate the 1-year risk of low health-related quality of life in multiple domains. 54 - Hildé Herman, Sara S. Grobbelaar, Calie Pistorius:
The design and development of technology platforms in a developing country healthcare context from an ecosystem perspective. 55 - Stephanie Garies, Michael Cummings, Hude Quan, Kerry A. McBrien, Neil Drummond, Donna Manca, Tyler S. Williamson:
Methods to improve the quality of smoking records in a primary care EMR database: exploring multiple imputation and pattern-matching algorithms. 56 - Catharina M. van Leersum, Albine Moser, Ben van Steenkiste, Marion Reinartz, Esther Stoffers, Judith R. L. M. Wolf, Trudy van der Weijden:
What matters to me - a web-based preference elicitation tool for clients in long-term care: a user-centred design. 57 - Ping Yu, Tao Jiang, David Hailey, Jun Ma, Siyu Qian:
The contribution of electronic health records to risk management through accreditation of residential aged care homes in Australia. 58 - Akshat Kapoor, Priya Nambisan:
Personal decision support for survivor engagement: formulation and feasibility evaluation of a conceptual framework for implementing online cancer survivorship care plans. 59 - Sunyang Fu, Lester Y. Leung, Anne-Olivia Raulli, David F. Kallmes, Kristin A. Kinsman, Kristoff B. Nelson, Michael S. Clark, Patrick H. Luetmer, Paul R. Kingsbury, David M. Kent, Hongfang Liu:
Assessment of the impact of EHR heterogeneity for clinical research through a case study of silent brain infarction. 60 - Mehrdad Farzandipour, Zahra Meidani, Ehsan Nabovati, Monireh Sadeqi Jabali, Razieh Dehghan Banadaki:
Technical requirements framework of hospital information systems: design and evaluation. 61 - Lisa Aufegger, Naresh Serou, Shiping Chen, Bryony Dean Franklin:
Evaluating users' experiences of electronic prescribing systems in relation to patient safety: a mixed methods study. 62 - Motti Haimi, Shuli Brammli-Greenberg, Orna Baron-Epel, Yehezkel Waisman:
Assessing patient safety in a pediatric telemedicine setting: a multi-methods study. 63 - Tingting Zhang, Yaqiang Wang, Xiaofeng Wang, Yafei Yang, Ying Ye:
Constructing fine-grained entity recognition corpora based on clinical records of traditional Chinese medicine. 64 - Søren Birkeland, Susanne S. Pedersen, Anders K. Haakonsson, Michael J. Barry, Nina Rottmann:
Men's view on participation in decisions about prostate-specific antigen (PSA) screening: patient and public involvement in development of a survey. 65 - Krongkarn Sutham, Pattaraporn Khuwuthyakorn, Orawit Thinnukool:
Thailand medical mobile application for patients triage base on criteria based dispatch protocol. 66 - Lingling Zhou, Cheng Cheng, Dong Ou, Hao Huang:
Construction of a semi-automatic ICD-10 coding system. 67 - Xiangwen Liu, Joe Meehan, Weida Tong, Leihong Wu, Xiaowei Xu, Joshua Xu:
DLI-IT: a deep learning approach to drug label identification through image and text embedding. 68 - Mark Jeffries, Wouter T. Gude, Richard Keers, Denham L. Phipps, Richard Williams, Evangelos Kontopantelis, Benjamin Brown, Anthony J. Avery, Niels Peek, Darren M. Ashcroft:
Understanding the utilisation of a novel interactive electronic medication safety dashboard in general practice: a mixed methods study. 69 - Wen Shi, Tom W. Kelsey, Frank M. Sullivan:
Efficient identification of patients eligible for clinical studies using case-based reasoning on Scottish Health Research register (SHARE). 70 - Alex Bottle, Carole Cohen, Amanda Lucas, Kavitha Saravanakumar, Zia ul Haq, Wayne Smith, Azeem Majeed, Paul Aylin:
How an electronic health record became a real-world research resource: comparison between London's Whole Systems Integrated Care database and the Clinical Practice Research Datalink. 71 - Ming-Jye Wang, Hung-Ming Lin, Li-Chen Hung, Yi-Ting Lo:
Non-health outcomes affecting self-care behaviors and medical decision-making preference in patients with type 2 diabetes: a cross-sectional study. 74 - Mingkai Peng, Sangmin Lee, Adam G. D'Souza, Chelsea T. A. Doktorchik, Hude Quan:
Development and validation of data quality rules in administrative health data using association rule mining. 75 - Aniek Lentferink, Louis Polstra, Austin D'Souza, Hilbrand Oldenhuis, Hugo Velthuijsen, Lisette van Gemert-Pijnen:
Creating value with eHealth: identification of the value proposition with key stakeholders for the resilience navigator app. 76 - Xia Ning, Chi Zhang, Kai Wang, Zhongming Zhao, Ewy A. Mathé:
Correction to: The International Conference on Intelligent Biology and Medicine 2019: computational methods for drug interactions. 77 - Sofia Baptista, Bruno Heleno, Andreia Teixeira, Kathryn L. Taylor, Carlos Martins:
Comparison of explicit values clarification method (VCM), implicit VCM and no VCM decision aids for men considering prostate cancer screening: protocol of a randomized trial. 78 - Brihat Sharma, Dmitriy Dligach, Kristin Swope, Elizabeth Salisbury-Afshar, Niranjan S. Karnik, Cara Joyce, Majid Afshar:
Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patients. 79 - Ben Young, Andrew W. Fogarty, Rob Skelly, Dominick Shaw, Nigel Sturrock, Mark Norwood, Peter Thurley, Sarah Lewis, Tessa Langley, Jo Cranwell:
Hospital doctors' attitudes to brief educational messages that aim to modify diagnostic test requests: a qualitative study. 80 - Alexandra Junn, Neha R. Shukla, Lily Morrison, Meghan Halley, Mary-Margaret Chren, Louise C. Walter, Dominick L. Frosch, Dan Matlock, Jeanette S. Torres, Eleni Linos:
Development of a patient decision aid for the management of superficial basal cell carcinoma (BCC) in adults with a limited life expectancy. 81 - Wen-Chou Chi, Po-Jin Lin, I-Chiu Chang, Sing-Liang Chen:
The inhibiting effects of resistance to change of disability determination system: a status quo bias perspective. 82 - Hang Qiu, Lin Luo, Ziqi Su, Li Zhou, Liya Wang, Yucheng Chen:
Machine learning approaches to predict peak demand days of cardiovascular admissions considering environmental exposure. 83 - Reza Khajouei, Fatemeh Tabarteh Farahani:
A combination of two methods for evaluating the usability of a hospital information system. 84 - Rahul Kashyap, Kumar Sarvottam, Gregory A. Wilson, Jacob C. Jentzer, Mohamed O. Seisa, Kianoush B. Kashani:
Derivation and validation of a computable phenotype for acute decompensated heart failure in hospitalized patients. 85 - Yang Cao, Gary A. Bass, Rebecka Ahl, Arvid Pourlotfi, Håkan Geijer, Scott Montgomery, Shahin Mohseni:
The statistical importance of P-POSSUM scores for predicting mortality after emergency laparotomy in geriatric patients. 86 - Åsa Holmner, Fredrik Öhberg, Urban Wiklund, Eva Bergmann, Anders Blomberg, Karin Wadell:
How stable is lung function in patients with stable chronic obstructive pulmonary disease when monitored using a telehealth system? A longitudinal and home-based study. 87 - Aixia Guo, Kathleen W. Zhang, Kristi Reynolds, Randi E. Foraker:
Coronary heart disease and mortality following a breast cancer diagnosis. 88 - Michael Inadomi, Karandeep Singh, Ji Qi, Rodney Dunn, Susan Linsell, Brian T. Denton, Patrick Hurley, Eduardo Kleer, James Montie, Khurshid Ghani:
Prospective monitoring of imaging guideline adherence by physicians in a surgical collaborative: comparison of statistical process control methods for detecting outlying performance. 89 - Xuemei Wang, Dan Liu, Maolin Du, Ruiqi Hao, Huiqiu Zheng, Chaoli Yan:
The role of text messaging intervention in Inner Mongolia among patients with type 2 diabetes mellitus: a randomized controlled trial. 90 - Lisa Strifler, Jan M. Barnsley, Michael Hillmer, Sharon E. Straus:
Identifying and selecting implementation theories, models and frameworks: a qualitative study to inform the development of a decision support tool. 91 - Aniek Claassen, Henk J. Schers, Vincent J. J. F. Busch, Petra J. C. Heesterbeek, Frank H. J. van den Hoogen, Theodora P. M. Vliet Vlieland, Cornelia H. M. van den Ende:
Preparing for an orthopedic consultation using an eHealth tool: a randomized controlled trial in patients with hip and knee osteoarthritis. 92 - Mohamed Alloghani, Ahmed J. Aljaaf, Abir Hussain, Thar Baker, Jamila Mustafina, Dhiya Al-Jumeily, Mohammed Khalaf:
Correction to: Implementation of machine learning algorithms to create diabetic patient re-admission profiles. 93 - Nadine Kadi Eskildsen, Robert Eriksson, Sten B. Christensen, Tamilla Stine Aghassipour, Mikael Juul Bygsø, Søren Brunak, Suzanne Lisbet Hansen:
Implementation and comparison of two text mining methods with a standard pharmacovigilance method for signal detection of medication errors. 94 - Emmanouil Mentzakis, Daria Tkacz, Carol Rivas:
A proof-of-concept framework for the preference elicitation and evaluation of health informatics technologies: the online PRESENT patient experience dashboard as a case example. 95 - Miguel Angel Olivero, Francisco José Domínguez Mayo, Carlos Luis Parra Calderón, María José Escalona Cuaresma, Alicia Martinez-García:
Facilitating the design of HL7 domain models through a model-driven solution. 96 - Simone A. Cammel, Marit S. De Vos, Daphne van Soest, Kristina M. Hettne, Fred Boer, Ewout W. Steyerberg, Hileen Boosman:
How to automatically turn patient experience free-text responses into actionable insights: a natural language programming (NLP) approach. 97 - Akila Visvanathan, G. E. Mead, M. Dennis, William Whiteley, F. N. Doubal, J. Lawton:
The considerations, experiences and support needs of family members making treatment decisions for patients admitted with major stroke: a qualitative study. 98 - Jong-Rul Park, Sung Phil Chung, Sung Yeon Hwang, Tae Gun Shin, Jong-Eun Park:
Myocardial infarction evaluation from stopping time decision toward interoperable algorithmic states in reinforcement learning. 99 - Julie Li, Richard Paoloni, Ling Li, Joanne L. Callen, Johanna I. Westbrook, William B. Runciman, Andrew Georgiou:
Does health information technology improve acknowledgement of radiology results for discharged Emergency Department patients? A before and after study. 100 - Heiko Waldmüller, Cord Spreckelsen, Hannah Rudat, Norbert Krumm, Roman Rolke, Stephan Michael Jonas:
360-degree Delphi: addressing sociotechnical challenges of healthcare IT. 101 - Susanne Georgsson, Tommy Carlsson:
Readability of web-based sources about induced abortion: a cross-sectional study. 102 - Raffael Bild, Martin Bialke, Karoline Buckow, Thomas Ganslandt, Kristina Ihrig, Roland Jahns, Angela Merzweiler, Sybille Roschka, Björn Schreiweis, Sebastian Stäubert, Sven Zenker, Fabian Prasser:
Towards a comprehensive and interoperable representation of consent-based data usage permissions in the German medical informatics initiative. 103 - Laura Kinkead, Ahmed Allam, Michael Krauthammer:
AutoDiscern: rating the quality of online health information with hierarchical encoder attention-based neural networks. 104 - Heeyeon Jun, Yena Jeon, Sook Jin Seong, Jung Ju Seo, Ji-Young Choi, Janghee Cho, Sun-Hee Park, Chan-Duck Kim, Young-Ran Yoon, Se-Hee Yoon, Jong Soo Lee, Yong-Lim Kim:
ICT-based adherence monitoring in kidney transplant recipients: a randomized controlled trial. 105 - Dong-Won Kim, Jin-Young Choi, Keun-Hee Han:
Risk management-based security evaluation model for telemedicine systems. 106 - Mekonen Kebede, Emiru Adeba, Melese Chego:
Evaluation of quality and use of health management information system in primary health care units of east Wollega zone, Oromia regional state, Ethiopia. 107 - Thanh Trung Giang, Thanh-Phuong Nguyen, Dang Hung Tran:
Stratifying patients using fast multiple kernel learning framework: case studies of Alzheimer's disease and cancers. 108 - Mary P. Tully, Cecilia Bernsten, Mhairi Aitken, Caroline Vass:
Public preferences regarding data linkage for research: a discrete choice experiment comparing Scotland and Sweden. 109 - Caiyan Dai, Ju He, Kongfa Hu, Youwei Ding:
Identifying essential proteins in dynamic protein networks based on an improved h-index algorithm. 110 - Andrew Hao Sen Fang, Wan Tin Lim, Tharmmambal Balakrishnan:
Early warning score validation methodologies and performance metrics: a systematic review. 111 - Alia Stanciu, Mihai Banciu, Alireza Sadighi, Kyle A. Marshall, Neil R. Holland, Vida Abedi, Ramin Zand:
A predictive analytics model for differentiating between transient ischemic attacks (TIA) and its mimics. 112 - Wei Lu, Xin-pu Wang, Jie Zhao, Yunkai Zhai:
Research on Teleconsultation service quality based on multi-granularity linguistic information: the perspective of regional doctors. 113 - Chiara Whichello, Bennett Levitan, Juhaeri Juhaeri, Vaishali Patadia, Rachael DiSantostefano, Cathy Anne Pinto, Esther W. de Bekker-Grob:
Appraising patient preference methods for decision-making in the medical product lifecycle: an empirical comparison. 114 - Louis Ehwerhemuepha, Gary Gasperino, Nathaniel Bischoff, Sharief Taraman, Anthony Chang, William Feaster:
HealtheDataLab - a cloud computing solution for data science and advanced analytics in healthcare with application to predicting multi-center pediatric readmissions. 115 - Kassaye Yitbarek Yigzaw, Andrius Budrionis, Luis Marco-Ruiz, Torje Dahle Henriksen, Peder A. Halvorsen, Johan Gustav Bellika:
Privacy-preserving architecture for providing feedback to clinicians on their clinical performance. 116 - Melissa L. Harry, Daniel M. Saman, Anjali Truitt, Clayton I. Allen, Kayla M. Walton, Patrick J. O'Connor, Heidi L. Ekstrom, JoAnn M. Sperl-Hillen, Joseph A. Bianco, Thomas E. Elliott:
Pre-implementation adaptation of primary care cancer prevention clinical decision support in a predominantly rural healthcare system. 117 - Derek Dinart, Julien Fraisse, Diego Tosi, Audrey Mauguen, Célia Touraine, Sophie Gourgou, Marie Cécile Le Deley, Carine Bellera, Caroline Mollevi:
GUIP1: a R package for dose escalation strategies in phase I cancer clinical trials. 134 - Ali Jasem Buabbas, Saad Aldousari, Abrar Abdulmohsen Shehab:
An exploratory study of public' awareness about robotics-assisted surgery in Kuwait. 140 - Zeming Li, Yanning Li:
A comparative study on the prediction of the BP artificial neural network model and the ARIMA model in the incidence of AIDS. 143 - Katherine E. M. Hoops, James C. Fackler, Anne King, Elizabeth Colantuoni, Aaron M. Milstone, Charlotte Woods-Hill:
How good is our diagnostic intuition? Clinician prediction of bacteremia in critically ill children. 144 - Juliane Neumann, Christine Angrick, Celina Höhn, Dirk Zajonz, Mohamed Ghanem, Andreas Roth, Thomas Neumuth:
Surgical workflow simulation for the design and assessment of operating room setups in orthopedic surgery. 145 - Salem T. Argaw, Juan Ramón Troncoso-Pastoriza, Darren Lacey, Marie-Valentine Florin, Franck Calcavecchia, Denise Anderson, Wayne P. Burleson, Jan-Michael Vogel, Chana O'Leary, Bruce Eshaya-Chauvin, Antoine Flahault:
Cybersecurity of Hospitals: discussing the challenges and working towards mitigating the risks. 146 - Hye Hyeon Kim, Yu Rang Park, Sue-Hyun Lee, Ju Han Kim:
Composite CDE: modeling composite relationships between common data elements for representing complex clinical data. 147 - Amirhossein Jalali, Robert W. Foley, Robert M. Maweni, Keefe Murphy, Dara J. Lundon, Thomas Lynch, Richard Power, Frank O'Brien, Kieran J. O'Malley, David J. Galvin, Garrett C. Durkan, Thomas Brendan Murphy, R. William G. Watson:
A risk calculator to inform the need for a prostate biopsy: a rapid access clinic cohort. 148 - Carole H. Sudre, Jasmina Panovska, Eser Sanverdi, Sebastian Brandner, Vasileios K. Katsaros, George Stranjalis, Francesca B. Pizzini, Claudio Ghimenton, Katarina Surlan-Popovic, Jernej Avsenik, Maria Vittoria Spampinato, Mario Nigro, Arindam R. Chatterjee, Arnaud Attye, Sylvie Grand, Alexandre Krainik, Nicoletta Anzalone, Gian Marco Conte, Valeria Romeo, Lorenzo Ugga, Andrea Elefante, Elisa Francesca Ciceri, Elia Guadagno, Eftychia E. Kapsalaki, Diana Röttger, Javier Gonzalez-Zabaleta, Timothé Boutelier, M. Jorge Cardoso, Sotirios Bisdas:
Machine learning assisted DSC-MRI radiomics as a tool for glioma classification by grade and mutation status. 149 - Tim Robbins, Sarah N. Lim Choi Keung, Sailesh Sankar, Harpal Randeva, Theodoros N. Arvanitis:
Application of standardised effect sizes to hospital discharge outcomes for people with diabetes. 150 - Nicola Brew-Sam, Arul Chib, Constanze Rossmann:
Differential influences of social support on app use for diabetes self-management - a mixed methods approach. 151 - Li-Fang Cheng, Bianca Dumitrascu, Gregory Darnell, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt:
Sparse multi-output Gaussian processes for online medical time series prediction. 152 - Zahra Niazkhani, Esmaeel Toni, Mojgan Cheshmekaboodi, Andrew Georgiou, Habibollah Pirnejad:
Barriers to patient, provider, and caregiver adoption and use of electronic personal health records in chronic care: a systematic review. 153 - Viktoria S. Wurmbach, Steffen J. Schmidt, Anette Lampert, Eduard Frick, Michael Metzner, Simone Bernard, Petra A. Thürmann, Stefan Wilm, Achim Mortsiefer, Attila Altiner, Lisa Sparenberg, Joachim Szecsenyi, Frank Peters-Klimm, Petra Kaufmann-Kolle, Walter E. Haefeli, Hanna M. Seidling:
Development of an algorithm to detect and reduce complexity of drug treatment and its technical realisation. 154 - Hyukki Lee, Yon Dohn Chung:
Differentially private release of medical microdata: an efficient and practical approach for preserving informative attribute values. 155 - Sung Woon Park, Gyu-Ri Kim, You-Cheol Hwang, Woo Je Lee, Hyunjin Park, Jae Hyeon Kim:
Validation of the effectiveness of a digital integrated healthcare platform utilizing an AI-based dietary management solution and a real-time continuous glucose monitoring system for diabetes management: a randomized controlled trial. 156 - Elena Pavlenko, Daniel Strech, Holger Langhof:
Implementation of data access and use procedures in clinical data warehouses. A systematic review of literature and publicly available policies. 157 - Aline Weis, Sabrina Pohlmann, Regina Poss-Doering, Beate Strauss, Charlotte Ullrich, Helene Hofmann, Dominik Ose, Eva C. Winkler, Joachim Szecsenyi, Michel Wensing:
Caregivers' role in using a personal electronic health record: a qualitative study of cancer patients and caregivers in Germany. 158 - Kate Shiells, Angie Alejandra Diaz Baquero, Olga Stepánková, Iva Holmerová:
Staff perspectives on the usability of electronic patient records for planning and delivering dementia care in nursing homes: a multiple case study. 159 - Michela Carlotta Massi, Francesca Ieva, Emanuele Lettieri:
Data mining application to healthcare fraud detection: a two-step unsupervised clustering method for outlier detection with administrative databases. 160 - Simarjot S. Dahella, James S. Briggs, Paul Coombes, Nazli FarajiDavar, Paul Meredith, Timothy Bonnici, Julie L. Darbyshire, Peter J. Watkinson:
Implementing a system for the real-time risk assessment of patients considered for intensive care. 161 - Peng-Nien Yin, Kishan KC, Shishi Wei, Qi Yu, Rui Li, Anne R. Haake, Hiroshi Miyamoto, Feng Cui:
Histopathological distinction of non-invasive and invasive bladder cancers using machine learning approaches. 162 - Raffaella Vaccaroli, Frédéric Markus, Samuel Danhardt, Heiko Zimmermann, François Wisniewski, Pascale Lucas, Hervé Barge:
Grand Duchy of Luxembourg: a case study of a national master patient index in production since five years. 163 - Lucía Cea Soriano, Alex Asiimwe, Mieke Van Hemelrijck, Cecilia Bosco, Luis A. García Rodríguez:
Feasibility study to identify women of childbearing age at risk of pregnancy not using any contraception in The Health Improvement Network (THIN) database. 164 - Zhen Wang, Cong Liu, Longhua Ma:
LandmarkNet: a 2D digital radiograph landmark estimator for registration. 168 - Nicole M. Rau, Mir A. Basir, Kathryn E. Flynn:
Parental understanding of crucial medical jargon used in prenatal prematurity counseling. 169 - Pouyan Esmaeilzadeh:
Use of AI-based tools for healthcare purposes: a survey study from consumers' perspectives. 170 - Florine A. Berger, Heleen van der Sijs, Matthijs L. Becker, Teun van Gelder, Patricia M. L. A. van den Bemt:
Development and validation of a tool to assess the risk of QT drug-drug interactions in clinical practice. 171 - S. M. L. de Mik, F. E. Stubenrouch, D. A. Legemate, R. Balm, Dirk T. Ubbink:
Improving shared decision-making in vascular surgery by implementing decision support tools: study protocol for the stepped-wedge cluster-randomised OVIDIUS trial. 172 - Daniela Almeida, David Gorender, Maria Yury Ichihara, Samila Sena, Luan Menezes, George Caique Gouveia Barbosa, Rosemeire L. Fiaccone, Enny S Paixão, Robespierre Pita, Maurício Lima Barreto:
Examining the quality of record linkage process using nationwide Brazilian administrative databases to build a large birth cohort. 173 - Naveen R. Gowda, Atul Kumar, Sanjay K. Arya, Vikas H:
The information imperative: to study the impact of informational discontinuity on clinical decision making among doctors. 175 - Ekaterina Koledova, Vincenzo Tornincasa, Paula van Dommelen:
Analysis of real-world data on growth hormone therapy adherence using a connected injection device. 176 - Muhammad Shabaan, Kaleem Arshid, Muhammad Yaqub, Fung Jinchao, M. Sultan Zia, Giridhar Reddy Boja, Muazzam Iftikhar, Usman Ghani, Loknath Sai Ambati, Rizwan Munir:
Survey: smartphone-based assessment of cardiovascular diseases using ECG and PPG analysis. 177 - Michelle M. A. Kip, Martijn L. J. Oonk, Mark-David Levin, Annemarie Schop, Patrick J. E. Bindels, Ron Kusters, Hendrik Koffijberg:
Preventing overuse of laboratory diagnostics: a case study into diagnosing anaemia in Dutch general practice. 178 - Cheryl Grindell, Angela Tod, Rémi Bec, Daniel Wolstenholme, Rahul Bhatnagar, Parthipan Sivakumar, Anna Morley, Jayne Holme, Judith Lyons, Maryam Ahmed, Susan Jackson, Deirdre Wallace, Farinaz Noorzad, Meera Kamalanathan, Liju Ahmed, Mathew Evison:
Using creative co-design to develop a decision support tool for people with malignant pleural effusion. 179 - Reza Abbasi, Monireh Sadeqi Jabali, Reza Khajouei, Hamid Reza Tadayon:
Investigating the satisfaction level of physicians in regards to implementing medical Picture Archiving and Communication System (PACS). 180 - Kirubel Biruk Shiferaw, Binyam Tilahun, Berhanu Fikadie Endehabtu, Monika Knudsen Gullslett, Shegaw Anagaw Mengiste:
E-health literacy and associated factors among chronic patients in a low-income country: a cross-sectional survey. 181 - Ffion Lloyd-Williams, Lirije Hyseni, Maria Guzman Castillo, Chris Kypridemos, Brendan Collins, Simon Capewell, Ellen Schwaller, Martin O'Flaherty:
Evaluating stakeholder involvement in building a decision support tool for NHS health checks: co-producing the WorkHORSE study. 182 - Jing Hu, Dezhi Yuan, Qiuye Zhao, Xuefei Wang, Xiaotian Zhang, Qihui Jiang, Huirong Luo, Jinfang Li, Jianhua Ran, Jinfang Li:
Acceptability and practicability of self-management for patients with Parkinson's disease based on smartphone applications in China. 183 - Jassim Almulla, Abdulrahman Takiddin, Mowafa S. Househ:
The use of technology in tracking soccer players' health performance: a scoping review. 184 - Dino Gibertoni, Claudio Voci, Marica Iommi, Benedetta D'Ercole, Marcora Mandreoli, Antonio Santoro, Elena Mancini:
Developing and validating an algorithm to identify incident chronic dialysis patients using administrative data. 185 - Mohammad Mahdi Taghipour, Mohammad Mehdi Sepehri:
Designing a novel hybrid healthcare teleconsultation network: a benchtop study of telepathology in Iran and a systematic review. 186 - John C. Giardina, Thomas Cha, Steven J. Atlas, Michael J. Barry, Andrew A. Freiberg, Lauren Leavitt, Felisha Marques, Karen R. Sepucha:
Validation of an electronic coding algorithm to identify the primary indication of orthopedic surgeries from administrative data. 187 - Kush Naker, Katherine M. Gaskell, Munhjargal Dorjravdan, Naranzul Dambaa, Chrissy H. Roberts, David A. J. Moore:
An e-registry for household contacts exposed to multidrug resistant TB in Mongolia. 188 - Moulikatou Adouni Lawani, Luc Côté, Laetitia Coudert, Michèle Morin, Holly O. Witteman, Danielle Caron, Edeltraut Kroger, Philippe Voyer, Charo Rodríguez, France Légaré, Anik M. C. Giguère:
Professional training on shared decision making with older adults living with neurocognitive disorders: a mixed-methods implementation study. 189 - Laura A. Shinkunas, Caleb J. Klipowicz, Erica M. Carlisle:
Shared decision making in surgery: a scoping review of patient and surgeon preferences. 190 - Jingfang Liu, Yingyi Zhou, Xiaoyan Jiang, Wei Zhang:
Consumers' satisfaction factors mining and sentiment analysis of B2C online pharmacy reviews. 194 - Richelle J. Koopman, Shannon M. Canfield, Jeffery L. Belden, Pete Wegier, Victoria A. Shaffer, K. D. Valentine, Akshay Jain, Linsey M. Steege, Sonal J. Patil, Mihail Popescu, Michael LeFevre:
Home blood pressure data visualization for the management of hypertension: designing for patient and physician information needs. 195 - Zahra Niazkhani, Mahsa Fereidoni, Parviz Rashidi Khazaee, Afshin Shiva, Khadijeh Makhdoomi, Andrew Georgiou, Habibollah Pirnejad:
Translation of evidence into kidney transplant clinical practice: managing drug-lab interactions by a context-aware clinical decision support system. 196 - Nickolas M. Jones, Dana B. Mukamel, Shaista Malik, Robert S. Greenfield, Andrew Reikes, Nathan D. Wong, Emilie Chow:
The costs outweigh the benefits: seeing side-effects online may decrease adherence to statins. 197 - Zhijing Li, Chen Li, Yu Long, Xuan Wang:
A system for automatically extracting clinical events with temporal information. 198 - E. C. Albrecht, Vera C. Kaelin, B. L. Rigau, J. K. Dooling-Litfin, E. A. Scully, N. J. Murphy, B. M. McManus, Mary A. Khetani, Jamie Bane, Haley Carle, Amy Jatsko, Amanda Pedrow, Laura Sciarcon:
Pilot implementation of an electronic patient-reported outcome measure for planning and monitoring participation-focused care in early intervention. 199 - Jens Hüsers, Guido Hafer, Jan Heggemann, Stefan Wiemeyer, Swen Malte John, Ursula Hübner:
Predicting the amputation risk for patients with diabetic foot ulceration - a Bayesian decision support tool. 200 - Oleg G. Metsker, Kirill Magoev, Alexey N. Yakovlev, Stanislav Yanishevskiy, Georgy D. Kopanitsa, Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya:
Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study. 201 - Cheick Oumar Bagayoko, Jack Tchuente, Diakaridia Traoré, Gaetan Moukoumbi Lipenguet, Raymond Ondzigue Mbenga, Aimé Patrice Koumamba, Myriam Corille Ondjani, Olive Lea Ndjeli, Marie-Pierre Gagnon:
Implementation of a national electronic health information system in Gabon: a survey of healthcare providers' perceptions. 202 - Daniel B. Hier, Jonathan Kopel, Steven U. Brint, Donald C. Wunsch, Gayla R. Olbricht, Sima Azizi, Blaine Allen:
Evaluation of standard and semantically-augmented distance metrics for neurology patients. 203 - Yang An, Jianlin Wang, Liang Zhang, Hanyu Zhao, Zhan Gao, Haitao Huang, Zhenguang Du, Zengtao Jiao, Jun Yan, Xiaopeng Wei, Bo Jin:
PASCAL: a pseudo cascade learning framework for breast cancer treatment entity normalization in Chinese clinical text. 204 - Nour Alkamel, Amr Jamal, Omar Alnobani, Mowafa S. Househ, Nasriah Zakaria, Mohammad Qawasmeh, Shabana Tharkar:
Understanding the stakeholders' preferences on a mobile application to reduce door to balloon time in the management of ST-elevated myocardial infarction patients - a qualitative study. 205 - Frank Doesburg, Roy Oelen, Maurits H. Renes, Wouter Bult, Daan J. Touw, Maarten W. N. Nijsten:
Towards more efficient use of intravenous lumens in multi-infusion settings: development and evaluation of a multiplex infusion scheduling algorithm. 206 - Mohammedjud Hassen Ahmed, Adina Demissie Bogale, Binyam Tilahun, Mulugeta Hayelom Kalayou, Jörn Klein, Shegaw Anagaw Mengiste, Berhanu Fikadie Endehabtu:
Intention to use electronic medical record and its predictors among health care providers at referral hospitals, north-West Ethiopia, 2019: using unified theory of acceptance and use technology 2(UTAUT2) model. 207 - Charles C. N. Wang, Jennifer Jin, Jan-Gowth Chang, Masahiro Hayakawa, Atsushi Kitazawa, Jeffrey J. P. Tsai, Phillip C.-Y. Sheu:
Identification of most influential co-occurring gene suites for gastrointestinal cancer using biomedical literature mining and graph-based influence maximization. 208 - Bader Aldebasi, Abdulaziz I. Alhassan, Sami Al-Nasser, Mostafa A. Abolfotouh:
Level of awareness of Saudi medical students of the internet-based health-related information seeking and developing to support health services. 209 - Kim Sutherland, Wilson M. Yeung, Yoke Mak, Jean-Frederic Levesque:
Envisioning the future of clinical analytics: a modified Delphi process in New South Wales, Australia. 210 - David Moriña, José Ignacio Martí, Pedro Puig, Mireia Diaz:
Online Cost-Effectiveness ANalysis (OCEAN): a user-friendly interface to conduct cost-effectiveness analyses for cervical cancer. 211 - Xiangdong Gu, Mahlet G. Tadesse, Andrea S. Foulkes, Yunsheng Ma, Raji Balasubramanian:
Bayesian variable selection for high dimensional predictors and self-reported outcomes. 212 - Chao Zhang, Lin Fan, Zhaowu Chai, Cong Yu, Jinlin Song:
Smartphone and medical application use among dentists in China. 213 - Vincent J. Major, Yindalon Aphinyanaphongs:
Development, implementation, and prospective validation of a model to predict 60-day end-of-life in hospitalized adults upon admission at three sites. 214 - Hong Zhu, Qianhao Fang, Yihe Huang, Kai Xu:
Semi-supervised method for image texture classification of pituitary tumors via CycleGAN and optimized feature extraction. 215 - Violeta Gaveikaite, Casandra Grundstrom, Stefan Winter, Helen Schonenberg, Minna Isomursu, Ioanna Chouvarda, Nicos Maglaveras:
Challenges and opportunities for telehealth in the management of chronic obstructive pulmonary disease: a qualitative case study in Greece. 216 - Muhammad Shabaan, Kaleem Arshid, Muhammad Yaqub, Jinchao Feng, M. Sultan Zia, Giridhar Reddy Boja, Muazzam Iftikhar, Usman Ghani, Loknath Sai Ambati, Rizwan Munir:
Correction to: Survey: smartphone-based assessment of cardiovascular diseases using ECG and PPG analysis. 217 - Yingying Hu, Rui Huang, Ghose Bishwajit, Shangfeng Tang:
SMS-based family planning communication and its association with modern contraception and maternal healthcare use in selected low-middle-income countries. 218 - Federico Cabitza, Andrea Campagner, Luca Maria Sconfienza:
As if sand were stone. New concepts and metrics to probe the ground on which to build trustable AI. 219 - Somayeh Jouparinejad, Golnaz Foroughameri, Reza Khajouei, Jamileh Farokhzadian:
Improving the informatics competency of critical care nurses: results of an interventional study in the southeast of Iran. 220 - Abel Demerew Hailu, Solomon Ahmed Mohammed:
Availability, price, and affordability of WHO priority maternal and child health medicine in public health facilities of Dessie, north-East Ethiopia. 221 - Bey-Marrié Schmidt, Christopher J. Colvin, Ameer Hohlfeld, Natalie Leon:
Definitions, components and processes of data harmonisation in healthcare: a scoping review. 222 - Li Tong, Jonathan Mitchel, Kevin Chatlin, May D. Wang:
Deep learning based feature-level integration of multi-omics data for breast cancer patients survival analysis. 225 - Carina Göransson, Yvonne Wengström, Maria Hälleberg-Nyman, Ann Langius-Eklöf, Kristina Ziegert, Karin Blomberg:
An app for supporting older people receiving home care - usage, aspects of health and health literacy: a quasi-experimental study. 226 - Sameh N. Saleh, Anil N. Makam, Ethan A. Halm, Oanh K. Nguyen:
Can we predict early 7-day readmissions using a standard 30-day hospital readmission risk prediction model? 227 - Ibrahim Karabayir, Samuel M. Goldman, Suguna Pappu, Oguz Akbilgic:
Gradient boosting for Parkinson's disease diagnosis from voice recordings. 228 - Faezeh Abbasi, Reza Khajouei, Moghaddameh Mirzaee:
The efficiency and effectiveness of surgery information systems in Iran. 229 - Jannik Schaaf, Hans-Ulrich Prokosch, Martin Boeker, Johanna Schaefer, Jessica Vasseur, Holger Storf, Martin Sedlmayr:
Interviews with experts in rare diseases for the development of clinical decision support system software - a qualitative study. 230 - Anna R. Gagliardi, Heather N. Reich, Daniel C. Cattran, Sean J. Barbour:
How to optimize the design and implementation of risk prediction tools: focus group with patients with IgA nephropathy. 231 - Carolyn E. Clausen, Bennett L. Leventhal, Øystein Nytrø, Roman Koposov, Odd Sverre Westbye, Thomas Brox Røst, Victoria Bakken, Kaban Koochakpour, Ketil Thorvik, Norbert Skokauskas:
Testing an individualized digital decision assist system for the diagnosis and management of mental and behavior disorders in children and adolescents. 232 - Dea Indria, Mohannad Alajlani, Hamish S. F. Fraser:
Clinicians perceptions of a telemedicine system: a mixed method study of Makassar City, Indonesia. 233 - Lukas O. Roebroek, Jojanneke Bruins, Philippe Delespaul, Albert Boonstra, Stynke Castelein:
Qualitative analysis of clinicians' perspectives on the use of a computerized decision aid in the treatment of psychotic disorders. 234 - (Withdrawn) Meta-analysis of contrast-enhanced ultrasound and contrast-enhanced harmonic endoscopic ultrasound for the diagnosis of gallbladder malignancy. 235
- Md Tarique Jamal Ansari, Fahad Ahmed Al-Zahrani, Dhirendra Pandey, Alka Agrawal:
A fuzzy TOPSIS based analysis toward selection of effective security requirements engineering approach for trustworthy healthcare software development. 236 - Yihuai Huang, Chao Xu, Mengzhong Ji, Wei Xiang, Da He:
Medical service demand forecasting using a hybrid model based on ARIMA and self-adaptive filtering method. 237 - Yuan Wang, Yake Wei, Hao Yang, Jingwei Li, Yubo Zhou, Qin Wu:
Utilizing imbalanced electronic health records to predict acute kidney injury by ensemble learning and time series model. 238 - Ya'nan Jin, Yan Zhang, Jing-Liang Cheng, Xiao-Pan Zhang, Ying Hu, Xiao-Ning Shao:
The role of histogram analysis in diffusion-weighted imaging in the differential diagnosis of benign and malignant breast lesions. 239 - Jamileh Farokhzadian, Reza Khajouei, Arie Hasman, Leila Ahmadian:
Nurses' experiences and viewpoints about the benefits of adopting information technology in health care: a qualitative study in Iran. 240 - Magdalena Stadin, Maria Nordin, Eleonor I. Fransson, Anders Broström:
Healthcare managers' experiences of technostress and the actions they take to handle it - a critical incident analysis. 244 - Daniel Adu-Gyamfi, Fengli Zhang, Albert Kofi Kwansah Ansah:
EDDAMAP: efficient data-dependent approach for monitoring asymptomatic patient. 245 - Markus Willing, Christian Dresen, Uwe Haverkamp, Sebastian Schinzel:
Analyzing medical device connectivity and its effect on cyber security in german hospitals. 246 - Wei Tse Li, Jiayan Ma, Neil Shende, Grant Castaneda, Jaideep Chakladar, Joseph C. Tsai, Lauren Apostol, Christine O. Honda, Jingyue Xu, Lindsay M. Wong, Tianyi Zhang, Abby Lee, Aditi Gnanasekar, Thomas K. Honda, Selena Z. Kuo, Michael Andrew Yu, Eric Y. Chang, Mahadevan, Weg M. Ongkeko:
Using machine learning of clinical data to diagnose COVID-19: a systematic review and meta-analysis. 247 - Yuanren Tong, Keming Lu, Yingyun Yang, Ji Li, Yucong Lin, Dong Wu, Aiming Yang, Yue Li, Sheng Yu, Jiaming Qian:
Can natural language processing help differentiate inflammatory intestinal diseases in China? Models applying random forest and convolutional neural network approaches. 248 - David Martin, Jana Wachtmeister, Kai Ludwigs, Ekkehart Jenetzky:
The FeverApp registry - ecological momentary assessment (EMA) of fever management in families regarding conformity to up-to-date recommendations. 249 - Julian Hatwell, Mohamed Medhat Gaber, R. Muhammad Atif Azad:
Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences. 250 - Guilan Kong, Ke Lin, Yonghua Hu:
Using machine learning methods to predict in-hospital mortality of sepsis patients in the ICU. 251 - Divneet Mandair, Premanand Tiwari, Steven Simon, Kathryn L. Colborn, Michael A. Rosenberg:
Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data. 252 - Annabel Farnood, Bridget Johnston, Frances S. Mair:
A mixed methods systematic review of the effects of patient online self-diagnosing in the 'smart-phone society' on the healthcare professional-patient relationship and medical authority. 253 - Maliazurina Saad, Ikhyun Lee:
Leveraging hybrid biomarkers in clinical endpoint prediction. 255 - Maliha Sultana, Afrida Hossain, Fabiha Laila, Kazi Abu Taher, Muhammad Nazrul Islam:
Towards developing a secure medical image sharing system based on zero trust principles and blockchain technology. 256 - Amie J. Barda, Christopher M. Horvat, Harry Hochheiser:
A qualitative research framework for the design of user-centered displays of explanations for machine learning model predictions in healthcare. 257 - Matthew Diller, Evan Johnson, Amanda Hicks, William R. Hogan:
A realism-based approach to an ontological representation of symbiotic interactions. 258 - Xuejie Yang, Xiaoyu Wang, Xingguo Li, Dongxiao Gu, Changyong Liang, Kang Li, Gongrang Zhang, Jinhong Zhong:
Exploring emerging IoT technologies in smart health research: a knowledge graph analysis. 260 - Romaric Marcilly, Laura Douze, Sébastien Ferré, Bissan Audeh, Carlos Bobed, Agnès Lillo-Le Louët, Jean-Baptiste Lamy, Cédric Bousquet:
How to interact with medical terminologies? Formative usability evaluations comparing three approaches for supporting the use of MedDRA by pharmacovigilance specialists. 261 - Jasminka Hasic Telalovic, Azra Music:
Using data science for medical decision making case: role of gut microbiome in multiple sclerosis. 262 - Enrico Mensa, Davide Colla, Marco Dalmasso, Marco Giustini, Carlo Mamo, Alessio Pitidis, Daniele Paolo Radicioni:
Violence detection explanation via semantic roles embeddings. 263 - Huaxin Pang, Shikui Wei, Yufeng Zhao, Liyun He, Jian Wang, Baoyan Liu, Yao Zhao:
Effective attention-based network for syndrome differentiation of AIDS. 264 - Mette Hulbaek, Eva Knutz, Niels Teglhus Ebbesen, Jette Primdahl, Jesper Bo Nielsen, Regner Birkelund:
Pelvic organ prolapse and treatment decisions- developing an online preference-sensitive tool to support shared decisions. 265 - Chun-Hung Cheng, Yong-Hong Kuo, Ziye Zhou:
Outbreak minimization v.s. influence maximization: an optimization framework. 266 - Nananda F. Col, Stephen Hull, Vicky Springmann, Long Ngo, Ernie Merritt, Susan Gold, Michael Sprintz, Noel Genova, Noah Nesin, Brenda Tierman, Frank M. Sanfilippo, Richard Entel, Lori Pbert:
Improving patient-provider communication about chronic pain: development and feasibility testing of a shared decision-making tool. 267 - Xiaojun Li, Guangjian Liu, Wenxiong Chen, Zhisheng Bi, Huiying Liang:
Network analysis of autistic disease comorbidities in Chinese children based on ICD-10 codes. 268 - Anup K. Mishra, Marjorie Skubic, Mihail Popescu, Kari Lane, Marilyn Rantz, Laurel Despins, Carmen Abbott, James Keller, Erin L. Robinson, Steven J. Miller:
Tracking personalized functional health in older adults using geriatric assessments. 270 - Manuel A. Franco Martín, Angie Alejandra Diaz Baquero, Yolanda Bueno-Aguado, María T. Cid-Bartolomé, Esther Parra-Vidales, María Victoria Perea-Bartolomé, Isabel de la Torre Díez, Henriëtte G. van der Roest:
Computer-based cognitive rehabilitation program GRADIOR for mild dementia and mild cognitive impairment: new features. 274 - Jing Si, Rong Guo, Xiang Lu, Chao Han, Li Xu, Dan Xing, Caiping Chen:
Decision aids on breast conserving surgery for early stage breast cancer patients: a systematic review. 275 - Hoyt Burdick, Eduardo Pino, Denise Gabel-Comeau, Carol Gu, Jonathan Roberts, Sidney Le, Joseph Slote, Nicholas Saber, Emily Pellegrini, Abigail Green-Saxena, Jana L. Hoffman, Ritankar Das:
Validation of a machine learning algorithm for early severe sepsis prediction: a retrospective study predicting severe sepsis up to 48 h in advance using a diverse dataset from 461 US hospitals. 276 - Ruben D. Vromans, Steffen C. Pauws, Nadine Bol, Lonneke V. van de Poll-Franse, Emiel J. Krahmer:
Communicating tailored risk information of cancer treatment side effects: Only words or also numbers? 277 - Paula Stehr, Veronika Karnowski, Constanze Rossmann:
The multi-faceted usage patterns of nutrition apps: a survey on the appropriation of nutrition apps among German-speaking users of MyFitnessPal. 279 - Dongdong Zhang, Changchang Yin, Jucheng Zeng, Xiaohui Yuan, Ping Zhang:
Combining structured and unstructured data for predictive models: a deep learning approach. 280 - Ehsan Nabovati, Mehrdad Farzandipour, Marzieh Heidarzadeh Arani, Hossein Akbari, Reihane Sharif, Shima Anvari:
The use of mobile phone functionalities by patients with asthma and their desire to use for self-care purposes. 281 - Kishore Rajagopalan, Suresh Babu:
The detection of lung cancer using massive artificial neural network based on soft tissue technique. 282 - Nikki Percival, Priscilla Boucher, Kathleen Conte, Kate Robertson, Julie Cook:
Could health information systems enhance the quality of Aboriginal health promotion? A retrospective audit of Aboriginal health programs in the Northern Territory of Australia. 286 - Megan Howarth, Meha Bhatt, Eleanor Benterud, Anna Wolska, Evan Minty, Kyoo-Yoon Choi, Andrea Devrome, Tyrone G. Harrison, Barry Baylis, Elijah Dixon, Indraneel Datta, Neesh Pannu, Matthew T. James:
Development and initial implementation of electronic clinical decision supports for recognition and management of hospital-acquired acute kidney injury. 287 - Hassan Saadati, Hamid Reza Baradaran, Goodarz Danaei, Afshin Ostovar, Farzad Hadaegh, Leila Janani, Ewout W. Steyerberg, Davood Khalili:
Iranian general populations' and health care providers' preferences for benefits and harms of statin therapy for primary prevention of cardiovascular disease. 288 - George Caique Gouveia Barbosa, M. Sanni Ali, Bruno Araújo, Sandra Reis, Samila Sena, Maria Yury Ichihara, Julia Pescarini, Rosemeire L. Fiaccone, Leila Amorim, Robespierre Pita, Marcos E. Barreto, Liam Smeeth, Maurício Lima Barreto:
CIDACS-RL: a novel indexing search and scoring-based record linkage system for huge datasets with high accuracy and scalability. 289 - Jeremy Y. Ng, Vanessa Munford, Harmy Thakar:
Web-based online resources about adverse interactions or side effects associated with complementary and alternative medicine: a systematic review, summarization and quality assessment. 290 - Hojat Dehghanbanadaki, Hossein Aazami, Shahrbanoo Keshavarz Azizi Raftar, Fatemeh Ashrafian, Hanieh-Sadat Ejtahed, Ehsan Hashemi, Zahra Hoseini Tavassol, Sara Ahmadi Badi, Seyed Davar Siadat:
Global scientific output trend for Akkermansia muciniphila research: a bibliometric and scientometric analysis. 291 - Milka Bochere Gesicho, Martin Chieng Were, Ankica Babic:
Data cleaning process for HIV-indicator data extracted from DHIS2 national reporting system: a case study of Kenya. 293 - Christian Gerdesköld, Eva Toth-Pal, Inger Wårdh, Gunnar H. Nilsson, Anna Nager:
Use of online knowledge base in primary health care and correlation to health care quality: an observational study. 294 - Ahmed Abdulaal, Aatish Patel, Esmita Charani, Sarah Denny, Saleh A. Alqahtani, Gary W. Davies, Nabeela Mughal, Luke S. P. Moore:
Comparison of deep learning with regression analysis in creating predictive models for SARS-CoV-2 outcomes. 299 - Li Tang, Andy H. Lee, Colin W. Binns, Lian Duan, Yi Liu, Chunrong Li:
WeChat-based intervention to support breastfeeding for Chinese mothers: protocol of a randomised controlled trial. 300 - Yusong Hu, Yantao Zhao, Jihong Liu, Jin Pang, Chen Zhang, Peizhe Li:
An effective frequency-domain feature of atrial fibrillation based on time-frequency analysis. 308 - Njål Andersen, Jørgen G. Bramness, Ingunn Olea Lund:
The emerging COVID-19 research: dynamic and regularly updated science maps and analyses. 309 - Julia Amann, Alessandro Blasimme, Effy Vayena, Dietmar Frey, Vince I. Madai:
Explainability for artificial intelligence in healthcare: a multidisciplinary perspective. 310 - Brian Bongwong Tamfon, Chanceline Bilounga Ndongo, Serge Marcial Bataliack, Marie Nicole Ngoufack, Georges Nguefack-Tsague:
Routine health information system in the health facilities in Yaoundé-Cameroon: assessing the gaps for strengthening. 316 - Mareike Benecke, Jürgen Kasper, Christoph Heesen, Nina Schäffler, Daniel R. Reissmann:
Patient autonomy in dentistry: demonstrating the role for shared decision making. 318 - Bo Peng, Xiaohui Yao, Shannon L. Risacher, Andrew J. Saykin, Li Shen, Xia Ning:
Cognitive biomarker prioritization in Alzheimer's Disease using brain morphometric data. 319 - Eva L. H. Tsui, Carrie Siu Man Lui, Pauline P. S. Woo, Alan T. L. Cheung, Peggo K. W. Lam, Van T. W. Tang, C. F. Yiu, C. H. Wan, Libby H. Y. Lee:
Development of a data-driven COVID-19 prognostication tool to inform triage and step-down care for hospitalised patients in Hong Kong: a population-based cohort study. 323 - Renee Pekmezaris, Myia S. Williams, Briana Pascarelli, Kayla Finuf, Yael T. Harris, Alyson K. Myers, Tonya N. Taylor, Myriam Kline, Vidhi H. Patel, Lawrence M. Murray, Samy I. McFarlane, Karalyn Pappas, Martin L. Lesser, Amgad N. Makaryus, Sabrina Martinez, Andrjez Kozikowski, Jennifer Polo, Josephine Guzman, Roman Zeltser, Jose Marino, Maria Pena, Ralph J. DiClemente, Dilcia Granville:
Adapting a home telemonitoring intervention for underserved Hispanic/Latino patients with type 2 diabetes: an acceptability and feasibility study. 324 - Emma K. Frost, Stacy M. Carter:
Reporting of screening and diagnostic AI rarely acknowledges ethical, legal, and social implications: a mass media frame analysis. 325 - Matthijs Blankers, Louk F. M. van der Post, Jack J. M. Dekker:
Predicting hospitalization following psychiatric crisis care using machine learning. 332 - Ruohua Yan, Tianyi Liu, Yaguang Peng, XiaoXia Peng:
Can statistical adjustment guided by causal inference improve the accuracy of effect estimation? A simulation and empirical research based on meta-analyses of case-control studies. 333 - Kazuhiro Nakayama, Wakako Osaka, Nobuaki Matsubara, Tsutomu Takeuchi, Mayumi Toyoda, Noriyuki Ohtake, Hiroji Uemura:
Shared decision making, physicians' explanations, and treatment satisfaction: a cross-sectional survey of prostate cancer patients. 334 - Zhen Zhang, Hang Qiu, Weihao Li, Yucheng Chen:
A stacking-based model for predicting 30-day all-cause hospital readmissions of patients with acute myocardial infarction. 335 - Ahmad Abujaber, Adam Fadlalla, Diala Gammoh, Husham Abdelrahman, Monira Mollazehi, Ayman El-Menyar:
Prediction of in-hospital mortality in patients on mechanical ventilation post traumatic brain injury: machine learning approach. 336 - Yun-lin Ye, Zhuang-fei Chen, Jun Bian, Hai-tao Liang, Zi-ke Qin:
Risk-adapted treatment reduced chemotherapy exposure for clinical stage I pediatric testicular cancer. 337 - Georges Nguefack-Tsague, Brian Bongwong Tamfon, Ismael Ngnie-Teta, Marie Nicole Ngoufack, Basile Keugoung, Serge Marcial Bataliack, Chanceline Bilounga Ndongo:
Factors associated with the performance of routine health information system in Yaoundé-Cameroon: a cross-sectional survey. 339 - Susan F. Rumisha, Emanuel P. Lyimo, Irene R. Mremi, Patrick K. Tungu, Victor S. Mwingira, Doris Mbata, Sia E. Malekia, Catherine Joachim, Leonard E. G. Mboera:
Data quality of the routine health management information system at the primary healthcare facility and district levels in Tanzania. 340 - Julian Sass, Alexander Bartschke, Moritz Lehne, Andrea Essenwanger, Eugenia Rinaldi, Stefanie Rudolph, Kai U. Heitmann, Jörg Janne Vehreschild, Christof von Kalle, Sylvia Thun:
The German Corona Consensus Dataset (GECCO): a standardized dataset for COVID-19 research in university medicine and beyond. 341 - Toni Maria Klein, Matthias Augustin, Natalia Kirsten, Marina Otten:
Attitudes towards using electronic health records of patients with psoriasis and dermatologists: a cross-sectional study. 344 - Yueyang Zhao, Li Fang, Lei Cui, Song Bai:
Application of data mining for predicting hemodynamics instability during pheochromocytoma surgery. 165 - Rachael Morkem, Kenneth Handelman, John A. Queenan, Richard Birtwhistle, David Barber:
Validation of an EMR algorithm to measure the prevalence of ADHD in the Canadian Primary Care Sentinel Surveillance Network (CPCSSN). 166 - Santiago Romero-Brufau, Kirk D. Wyatt, Patricia Boyum, Mindy Mickelson, Matthew Moore, Cheristi Cognetta-Rieke:
What's in a name? A comparison of attitudes towards artificial intelligence (AI) versus augmented human intelligence (AHI). 167 - Matienne van der Kamp, E. C. Klaver, Boony Thio, J. M. M. Driessen, F. H. C. de Jongh, Monique Tabak, J. van der Palen, Hermie J. Hermens:
WEARCON: wearable home monitoring in children with asthma reveals a strong association with hospital based assessment of asthma control. 192 - Valentina Lichtner, Bryony Dean Franklin, Luciano Dalla-Pozza, Johanna I. Westbrook:
Electronic ordering and the management of treatment interdependencies: a qualitative study of paediatric chemotherapy. 193 - Jin-Hyeok Park, Jeong-Heum Baek, Sunjin Sym, Kang Yoon Lee, Youngho Lee:
A data-driven approach to a chemotherapy recommendation model based on deep learning for patients with colorectal cancer in Korea. 241 - Zini Jian, Xianpei Wang, Jingzhe Zhang, Xinyu Wang, Youbin Deng:
Diagnosis of left ventricular hypertrophy using convolutional neural network. 243 - Sung Wook Seo, Jisoo Kim, Jihye Son, Sungbin Lim:
Evaluation of conditional treatment effects of adjuvant treatments on patients with synovial sarcoma using Bayesian subgroup analysis. 320 - Tomislav Jukic, Alojz Ihan, Vojko Strojnik, David Stubljar, Andrej Starc:
The effect of active occupational stress management on psychosocial and physiological wellbeing: a pilot study. 321
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