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ORCID14th BIOSTEC HEALTHINF 2021
- Catia Pesquita, Ana Fred, Hugo Gamboa:
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021, Volume 5: HEALTHINF, Online Streaming, February 11-13, 2021. SCITEPRESS 2021, ISBN 978-989-758-490-9
Invited Speakers
- Athanasios Tsanas:
Capitalizing on Patient Reported Outcome Measures, Wearables, and Smartphones Towards Developing New Clinical Decision Support Tools for Frequent, Remote, Longitudinal Monitoring of Chronic Disorders. BIOSTEC 2021: 5 - Thomas Ostermann:
Psychological Perspectives and Challenges towards Information Technology and Digital Health Interventions. 7-12 - Mireya Fernández-Chimeno:
ETERNITY: European Training Network on Electromagnetic Risks in Medical Technology. BIOSTEC 2021: 13 - Tiago João Guerreiro:
Democratizing Data-driven Healthcare. BIOSTEC 2021: 15
Papers
- Sandra Hellmers, Anna Brinkmann
, Conrad Fifelski-von Böhlen, Sandra Lau, Rebecca Diekmann, Andreas Hein:
Assessing Postures and Mechanical Loads during Patient Transfers. 21-29 - Ilona Rahel Mewes, Helena Jenzer, Farshideh Einsele:
A Study about Discovery of Critical Food Consumption Patterns Linked with Lifestyle Diseases for Swiss Population using Data Mining Methods. 30-38 - Conrad Fifelski-von Böhlen, Anna Brinkmann, Sebastian J. F. Fudickar, Sandra Hellmers, Andreas Hein:
Evaluating a Multi Depth Camera System to Consolidate Ergonomic Work in the Education of Caregivers. 39-46 - Mahbub Ul Alam, Aron Henriksson, Hideyuki Tanushi, Emil Thiman, Pontus Nauclér, Hercules Dalianis:
Terminology Expansion with Prototype Embeddings: Extracting Symptoms of Urinary Tract Infection from Clinical Text. 47-57 - Jim Radford, Gilles Richard, Hugo Richard, Mathieu Serrurier:
Detecting Dyslexia from Audio Records: An AI Approach. 58-66 - Chantal Pellegrini, Ege Özsoy, Monika Wintergerst, Georg Groh:
Exploiting Food Embeddings for Ingredient Substitution. 67-77 - Silvia Bonfanti, Angelo Gargantini:
Comparison of Algorithms to Measure a Psychophysical Threshold using Digital Applications: The Stereoacuity Case Study. 78-86 - Louise Bloch, Christoph M. Friedrich:
Developing a Machine Learning Workflow to Explain Black-box Models for Alzheimer's Disease Classification. 87-99 - Anja Burmann, Sven Meister:
Practical Application of Maturity Models in Healthcare: Findings from Multiple Digitalization Case Studies. 100-110 - Bon Sy, Jin Chen, Magdalen Beiting-Parrish, Connor Brown:
Behavioral Predictive Analytics towards Personalization for Self-management. HEALTHINF 2021: 111-121 - Dinis Moreira, Pedro Alves, Francisco Veiga, Luís Rosado, Maria João M. Vasconcelos:
Automated Mobile Image Acquisition of Macroscopic Dermatological Lesions. 122-132 - Johanne Bakalara, Thomas Guyet, Olivier Dameron, André Happe, Emmanuel Oger:
An Extension of Chronicles Temporal Model with Taxonomies: Application to Epidemiological Studies. 133-142 - Mohamed A. Gomaa, Mustafa Wassel, Rouzan M. Abdelmawla, Nihal Ibrahim, Khaled Nasser, Nermin A. Osman, Walid Gomaa:
Automated Model for Tracking COVID-19 Infected Cases till Final Diagnosis. 143-154 - Caroline Jandre, Bruno César dos Santos, Marcelo de Sousa Balbino, Débora de Miranda, Luis E. Zárate, Cristiane Nobre:
Analysis of School Performance of Children and Adolescents with Attention-Deficit/Hyperactivity Disorder: A Dimensionality Reduction Approach. 155-165 - Shan Ye, Mei Wang, Yijie Dong:
Historical Report Assist Medical Report Generation. 166-174 - Bilal Maqbool, Sebastian Herold:
Challenges in Developing Software for the Swedish Healthcare Sector. HEALTHINF 2021: 175-187 - Ying-Chi Lin, Phillip Hoffmann, Erhard Rahm:
Enhancing Cross-lingual Semantic Annotations using Deep Network Sentence Embeddings. 188-199 - Achilles Kiwanuka, Moses Bagyendera, Joseph Wamema, Andrew Alunyu Egwar, Mercy Amiyo, Andrew Kambugu, Josephine Nabukenya:
Establishing the State of Practice about Data Standards in Monitoring Healthcare Interventions for HIV in Uganda's EMR-based Health Information Systems. 200-211 - Giovanni Rosa, Gennaro Laudato, Angela Rita Colavita, Simone Scalabrino, Rocco Oliveto:
Automatic Real-time Beat-to-beat Detection of Arrhythmia Conditions. 212-222 - Le Nguyen, Deborah Stacey:
A Meta-ontology Framework for Parameter Concepts of Disease Spread Simulation Models. 223-233 - Vijay Kumar, Het Patel, Kolin Paul, Abhidnya Surve, Shorya Azad, Rohan Chawla:
Deep Learning Assisted Retinopathy of Prematurity Screening Technique. 234-243 - Jose A. Viteri, Francis R. Loayza, Enrique Peláez, Fabricio Layedra:
Automatic Brain White Matter Hypertinsities Segmentation using Deep Learning Techniques. 244-252 - Rafael F. C. Oliveira, Fábio Barreto, Raphael Abreu:
Convolutional Neural Network for Elderly Wandering Prediction in Indoor Scenarios. 253-260 - Sebastian Wilhelm:
Activity-monitoring in Private Households for Emergency Detection: A Survey of Common Methods and Existing Disaggregable Data Sources. 263-272 - Erick Velazquez Godinez, Zoltán Szlávik, Edeline Contempré, Robert-Jan Sips:
What do You Mean, Doctor? A Knowledge-based Approach for Word Sense Disambiguation of Medical Terminology. 273-280 - Nidal Drissi, Sofia Ouhbi:
On the Involvement of Mental Healthcare Professionals in the Co-design of Highly-rated Anxiety Apps. 281-287 - Elena Smirnova, Niklas Eriksson, Asle Fagerstrøm:
Adoption and Use of Health-related Mobile Applications: A Qualitative Study with Experienced Users. 288-295 - Luigi Lella, Luana Gentile, Christian Pristipino, Danilo Toni:
Predictive Clustering Learning Algorithms for Stroke Patients Discharge Planning. 296-303 - Nabil Georges Badr, Elissar Chami, Michele Kosremelli Asmar:
e-Health Implementation in Lebanese Teaching Hospitals: What Can We Learn from Their Successes and Imminent Challenges. 304-311 - Nibras K. Thodika, Srujan Janagam, Smitha Thomas Kaniyampady, Arkalgud Ramaprasad, Anupama Shetty, Chetan Singai:
A Model of Cost and Time-Effective Disease Screening for Non-Communicable Diseases in India. 312-319 - Julia Rauscher, Bernhard Bauer:
Adaptation of Architecture Analyses: An IoT Safety and Security Flaw Assessment Approach. 320-327 - Ricardo Almeida, Nuno André Silva, André Vasconcelos:
A Machine Learning Approach for Real Time Prediction of Last Minute Medical Appointments No-shows. 328-336 - Sebastian Unger, Sebastian Appelbaum, Thomas Ostermann, Christina Niedermann:
Movement Entropy in a Gardening Design Task as a Diagnostic Marker for Mental Disorders: Results of a Pilot Study. 337-343 - Nabil Georges Badr, Luca Carrubbo, Marguerita Ruberto:
Responding to COVID-19: Potential Hospital-at-Home Solutions to Re-configure the Healthcare Service Ecosystem. 344-351 - Bouchra El Ouassif, Ali Idri, Mohamed Hosni:
Homogeneous Ensemble based Support Vector Machine in Breast Cancer Diagnosis. 352-360 - Nadine Sienel, Patrick Münster, Gottfried Zimmermann:
Player-Type-based Personalization of Gamification in Fitness Apps. 361-368 - Andrei Kazlouski, Thomas Marchioro, Harry Manifavas, Evangelos P. Markatos:
I still See You! Inferring Fitness Data from Encrypted Traffic of Wearables. 369-376 - Neide Simões-Capela, Jan Cornelis, Giuseppina Schiavone, Chris Van Hoof:
A 2-minute Fitness Test for Lifestyle Applications: The PhysioFit Task and Its Analysis based on Heart Rate. 377-385 - Gennaro Laudato, Francesco Picariello, Simone Scalabrino, Ioan Tudosa, Luca De Vito, Rocco Oliveto:
Morphological Classification of Heartbeats in Compressed ECG. 386-393 - Stefan Hochwarter:
Sociotechnical Challenges of eHealth Technology for Patient Self-management: A Systematic Review. 394-400 - Maria Carmela Groccia, Rosita Guido, Domenico Conforti, Rosario Iannacchero:
A Knowledge-based Clinical Decision Support System for Headache Disorders Management. 401-408 - Farah Othmen, André Eugênio Lazzaretti, Mouna Baklouti, Marwa Jmal, Mohamed Abid:
A Sparse Representation Classification for Noise Robust Wrist-based Fall Detection. 409-416 - Severin Linecker, Wolfram Wöß:
Reusability of Interfaces in Healthcare EAI Environments. 417-423 - Yuna Shigematsu, Yuta Ueji, Atsushi Ishigame:
Comfort Evaluation from EEG Dipole Imaging. 424-429 - Alina Trifan, Sérgio Matos, Pedro Morgado, José Luís Oliveira:
Bilingual Emotion Analysis on Social Media throughout the COVID19 Pandemic in Portugal. 430-434 - Chrysostomos Symvoulidis, Athanasios Kiourtis, Argyro Mavrogiorgou, Dimosthenis Kyriazis:
Healthcare Provision in the Cloud: An EHR Object Store-based Cloud Used for Emergency. 435-442 - Fawad Taj, Nimat Ullah, Michel C. A. Klein:
Computational Model for Changing Sedentary Behavior through Cognitive Beliefs and Introspective Body-feelings. 443-450 - Anna Brinkmann, Conrad Fifelski-von Böhlen, Sandra Hellmers, Ole Meyer, Rebecca Diekmann, Andreas Hein:
Physical Burden in Manual Patient Handling: Quantification of Lower Limb EMG Muscle Activation Patterns of Healthy Individuals Lifting Different Loads Ergonomically. 451-458 - Ravi Sharma, Sri Divya Pagadala, Pratool Bharti, Sriram Chellappan, Trine Schmidt, Raj Goyal:
Assessing COVID-19 Impacts on College Students via Automated Processing of Free-form Text. 459-466 - Abderrazek Boufahja, Steven Nichols, Vincent Pangon:
Custom FHIR Resources Definition of Detailed Radiation Information for Dose Management Systems. 467-474 - Reinhard Schuster, Klaus-Peter Thiele, Thomas Ostermann, Martin Schuster:
A Discrete SIR Model with Spatial Distribution on a Torus for COVID-19 Analysis using Local Neighborhood Properties. 475-482 - Federico Sternini, Giuseppe Isu, Giada Iannizzi, Diego Manfrin, Noemi Stuppia, Federica Rusinà, Alice Ravizza:
Usability Assessment of an Intraoperative Planning Software. 483-492 - Alexander Hammer, Bastian Wollschlaeger, Martin Schmidt, Lena Otto:
Needs, Functions, and Technologies of Technical Assistance Systems in Nursing Context: A Systematic Review. 493-500 - Areej Jaber, Paloma Martínez:
Disambiguating Clinical Abbreviations using Pre-trained Word Embeddings. 501-508 - Lientje Maas, Adriaan Kisjes, Iman Hashemi, Floris Heijmans, Fabiano Dalpiaz, Sandra van Dulmen, Sjaak Brinkkemper:
Automated Medical Reporting: From Multimodal Inputs to Medical Reports through Knowledge Graphs. 509-514 - Luís Rafaeli Coutinho, Lecian C. Lopes, Henrique Pereira Oliveira d'Eça Neves, Hidelbrando Rodrigues, Sibele Holsbach Costa, Fábio Sensever:
Epidemiological and Prognostic Factors Related to COVID-19 in Primary Care in a Municipality in Southern Brazil. 515-521 - Andrew Alunyu Egwar, Joseph Wamema, Achilles Kiwanuka, Moses Bagyendera, Mercy Amiyo, Andrew Kambugu, Josephine Nabukenya:
Investigating the Impediments to Accessing Reliable, Timely and Integrated Electronic Patient Data in Healthcare Sites in Uganda. 522-532 - Jaymar Soriano, Alyanna Gacutan, Martina Sophia Casiano, Jeanne Nicole Magpantay, Allure Migy Daidelle Tanquintic, Gina Rose Tongco-Rosario, Grazianne-Geneve Mendoza, Christie Sio:
Ambulatory Assessment of Mental Health and Well-being using an Experience Sampling Methodology: Pipeline. 533-540 - Ioannis Ladakis, Vassilis Kilintzis, Despoina Xanthopoulou, Ioanna Chouvarda:
Virtual Reality and Serious Games for Stress Reduction with Application in Work Environments. 541-548 - Bartha Alexandra Nantongo, Josephine Nabukenya, Peter Nabende:
Using Data Analytics to Strengthen Monitoring and Surveillance of Routine Immunization Coverage for Children under One Year in Uganda. 549-556 - Cristiano Storni, Damyanka Tsvyatkova, Ita Richardson, Jim Buckley, Manzar Abbas, Sarah Beecham, Muslim Chochlov, Brian Fitzgerald, Liam Glynn, Kevin Johnson, John Laffey, Bairbre McNicholas, Bashar Nuseibeh, James O'Connell, Derek T. O'Keeffe, Ian R. O'Keeffe, Mike O'Callaghan, Abdul Razzaq, Kaavya Rekanar, Andrew J. Simpkin, Jane Walsh, Thomas Welsh:
Toward a Compare and Contrast Framework for COVID-19 Contact Tracing Mobile Applications: A Look at Usability. 557-565 - Nooshin Mojab, Vahid Noroozi, Abdullah Aleem, Manoj Prabhakar Nallabothula, Joseph Baker, Dimitri T. Azar, Mark Rosenblatt, R. V. Paul Chan, Darvin Yi, Philip S. Yu, Joelle A. Hallak:
I-ODA, Real-world Multi-modal Longitudinal Data for Ophthalmic Applications. HEALTHINF 2021: 566-574 - Muhammad Asif Ahmad, Honorato Sousa, Élvio Rúbio Quintal, Sergi Bermúdez i Badia:
Efficacy of Augmented Reality-based Virtual Hiking in Cardiorespiratory Endurance: A Pilot Study. 575-582 - Chongke Wu, Jeno Szep, Salim Hariri, Nimit K. Agarwal, Sumit K. Agarwal, Carlos Nevarez:
SeVA: An AI Solution for Age Friendly Care of Hospitalized Older Adults. 583-591 - Hanna Berg, Aron Henriksson, Uno Fors, Hercules Dalianis:
De-identification of Clinical Text for Secondary Use: Research Issues. 592-599 - Raghid El-Yafouri, Leslie Klieb:
A near Complete Adoption of Electronic Health Records System in the U.S. Lacks Interoperability and Physician Satisfaction. 600-604 - Christian Kowalski, Pascal Gliesche, Conrad Fifelski-von Böhlen, Anna Brinkmann, Andreas Hein:
Handling Comparison between a Human and a Patient Simulator for Nursing Care Related Physical Human-robot Interaction. 605-612 - Philip Storz, Sandra Wickner, Benjamin Batt, Johannes Schuh, Denise Junger, Yvonne Möller, Nisar Malek, Christian Thies:
bwHealthApp: A Software System to Support Personalized Medicine by Individual Monitoring of Vital Parameters of Outpatients. 613-620 - Saptarshi Purkayastha, Shreya Goyal, Bolu Oluwalade, Tyler Phillips, Huanmei Wu, Xukai Zou:
Usability and Security of Different Authentication Methods for an Electronic Health Records System. HEALTHINF 2021: 621-628 - Janusz Wojtusiak, Negin Asadzaehzanjani, Cari Levy, Farrokh Alemi, Allison E. Williams:
Online Decision Support Tool that Explains Temporal Prediction of Activities of Daily Living (ADL). HEALTHINF 2021: 629-636 - Hamman Samuel, Fahim Hassan, Osmar R. Zaïane:
The Need for Medical Professionals to Join Patients in the Online Health Social Media Discourse. 637-644 - Bolu Oluwalade, Sunil Neela, Judy Wawira Gichoya, Tobiloba Adejumo, Saptarshi Purkayastha:
Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data. 645-650 - Carlos Diego F. da Rocha, Bruno M. Carvalho, Vitor G. Marques, Bruno S. Silva:
WoundArch: A Hybrid Architecture System for Segmentation and Classification of Chronic Wounds. 651-658 - Veena Mayya, Karthik K, Kamath S. Sowmya, Krishnananda Karadka, Jayakumar Jeganathan:
COVIDDX: AI-based Clinical Decision Support System for Learning COVID-19 Disease Representations from Multimodal Patient Data. 659-666 - Roman Moucek, Filip Kupilík:
On Open Workflows for Processing of Standardized Electroencephalography Data. 667-676 - Nicole Buckingham, Denis Gracanin:
Ultra-Wideband Radar Detection of Breathing Rate: A Comparative Evaluation. 677-684 - Janusz Wojtusiak:
Reproducibility, Transparency and Evaluation of Machine Learning in Health Applications. 685-692 - Carla V. Leite, Daniel Carvalho, Ivone Almeida, Sofia Nunes, Ana Margarida Almeida:
Digital Inclusion of Nursing Home Residents: A Usability Evaluation of the Digital Kiosk siosLIFE™. 693-700 - Carla V. Leite, Ana Margarida Almeida:
Supporting Childbirth Knowledge Acquisition and Decision-making through Digital Communication Technology: The Research Design of an Ongoing Study following a Mixed-Method Approach. 701-707 - Swapna Gottipati, Mark Chong, Andrew Lim Wei Kiat, Benny Haryanto Kawidiredjo:
Exploring Media Portrayals of People with Mental Disorders using NLP. 708-715 - George Marinos, Dimosthenis Kyriazis:
A Survey of Survival Analysis Techniques. 716-723 - Mathias Wolfgang Jesse, Claudia Steinberger, Peter Schartner:
In Search of a Conversational User Interface for Personal Health Assistance. 724-732 - Yu Fu, Yan Hu, Veronica Sundstedt, Cecilia Fagerström:
A Survey of Possibilities and Challenges with AR/VR/MR and Gamification Usage in Healthcare. 733-740 - Lorena Pujante, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Antonio Morales Nicolás:
Multi-resistant Bacterial Infection Surveillance using a Graph Database with Spatio-temporal Information. 741-746 - Catia Pesquita:
Towards Semantic Integration for Explainable Artificial Intelligence in the Biomedical Domain. 747-753 - Weisong Liu, Fei Li, Yonghao Jin, Edgard Granillo, Jorge Yarzebski, Wenjun Li, Hong Yu:
Epinoter: A Natural Language Processing Tool for Epidemiological Studies. HEALTHINF 2021: 754-761 - Livingston D. Castro Valladares, Juan Lamán, Xavier Riccio, David Aucancela, Francis R. Loayza, Gilbert Sotomayor:
Towards Customized Medicine with Open-source Applications in Developing Countries: Foot Drop and Transtibial Prosthesis. 762-767 - Iván Carrera, Eduardo Tejera, Inês Dutra:
Simple Matrix Factorization Collaborative Filtering for Drug Repositioning on Cell Lines. 768-775
Workshop on Scaling-Up Healthcare with Conversational Agents
- Joseph Ollier, Prabhakaran Santhanam, Tobias Kowatsch:
Face(book)ing the Truth: Initial Lessons Learned using Facebook Advertisements for the Chatbot-delivered Elena+ Care for COVID-19 Intervention. 781-788 - Jan Schulte to Brinke, Christian Fitte, Eduard Anton, Pascal Meier, Frank Teuteberg:
With a Little Help from My Conversational Agent: Towards a Voice Assistant for Improved Patient Compliance and Medication Therapy Safety. 789-800 - Aishah Alattas, Gisbert W. Teepe, Konstantin Leidenberger, Elgar Fleisch, Lorainne Tudor Car, Alicia Salamanca-Sanabria, Tobias Kowatsch:
To What Scale Are Conversational Agents Used by Top-funded Companies Offering Digital Mental Health Services for Depression? 801-808 - Roman Keller, Jiali Yao, Gisbert W. Teepe, Sven Hartmann, Kim-Morgaine Lohse, Florian von Wangenheim, Falk Müller-Riemenschneider, Jacqueline Louise Mair, Tobias Kowatsch:
Are Conversational Agents Used at Scale by Companies Offering Digital Health Services for the Management and Prevention of Diabetes? 811-816 - Marco Alfano, John Kellett, Biagio Lenzitti, Markus Helfert:
Proposed Use of a Conversational Agent for Patient Empowerment. 817-824 - Mahmoud Elbattah, Émilien Arnaud, Maxime Gignon, Gilles Dequen:
The Role of Text Analytics in Healthcare: A Review of Recent Developments and Applications. 825-832
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