Table of Contents

• Factors Influencing Tele-dermatology Adoption among the Lebanese Youth: A Pilot Study at Saint Joseph UniversityNanor Aroutine, Nabil Georges Badr, Joumana Yeretzian. 15-25 [doi]
• Forecasting Thresholds Alarms in Medical Patient Monitors using Time Series ModelsJonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich. 26-34 [doi]
• A Novel Atomic Annotator for Quality Assurance of Biomedical OntologiesRashmi Burse, Michela Bertolotto, Gavin McArdle. 35-44 [doi]
• Ten Years of eHealth Discussions on Stack OverflowPedro Almir Martins de Oliveira, Evilásio Costa Junior, Rossana M. C. Andrade, Ismayle S. Santos, Pedro de A. Santos Neto. 45-56 [doi]
• Best Practice in Multi-organisation Sensitive Health Data Sharing: A Comparative Analysis of Ireland's Data Governance Approach for the Covid-19 Data Research HubAleksandra Czarnik, Aoife Darragh, Maria Hurley, Daniel O'Connell, Michele Quagliata, Rob Brennan. 57-68 [doi]
• A Robust Approach for a Real-time Accurate Screening of ST Segment AnomaliesGiovanni Rosa, Marco Russodivito, Gennaro Laudato, Angela Rita Colavita, Simone Scalabrino, Rocco Oliveto. 69-80 [doi]
• Value-based Consent Model: A Design Thinking Approach for Enabling Informed Consent in Medical Data ResearchSimon Geller, Sebastian Müller, Simon Scheider, Christiane Woopen, Sven Meister. 81-92 [doi]
• Data Balancing using Deep Convolutional Generative Adversarial Networks (DCGAN) in Patients with Congenital Syndrome by Zika VirusÉrika G. Assis, Mark A. J. Song, Luis Enrique Zárate, Cristiane Neri Nobre. 93-102 [doi]
• Selection of Representative Instances using Ant Colony: A Case Study in a Database of Children and Adolescents with Attention-Deficit/Hyperactivity DisorderHenrique R. Hott, Caroline Jandre, Pedro H. S. Xavier, Amal Miloud-Aouidate, Débora M. Miranda, Mark A. J. Song, Luis Enrique Zárate, Cristiane Neri Nobre. 103-110 [doi]
• A Framework for AI-enabled Proactive mHealth with Automated Decision-making for a User's ContextMuhammad Sulaiman, Anne Håkansson, Randi Karlsen. 111-124 [doi]
• A Digital, Game-based Application to Support Treatment of Parkinson's Disease: A Design Thinking ApproachAnne Mainz, Sven Meister. 125-134 [doi]
• Adversarial Evasion Attacks to Deep Neural Networks in ECR ModelsShota Nemoto, Subhash Rajapaksha, Despoina Perouli. 135-141 [doi]
• Improved Blood Vessels Segmentation of Retinal Image of InfantsVijay Kumar, Het Patel, Kolin Paul, Abhidnya Surve, Shorya Azad, Rohan Chawla. 142-153 [doi]
• Classification Models for Predicting Inflammatory Bowel Disease Healthcare UtilizationDmitriy Babichenko, Behnam Rahdari, Ben Stein, Suraj Subramanian, Claudia Ramos Rivers, Gong Tang, David Binion. 154-161 [doi]
• TAX-Corpus: Taxonomy based Annotations for Colonoscopy EvaluationShorabuddin Syed, Adam Jackson Angel, Hafsa Bareen Syeda, Carole Franc Jennings, Joseph VanScoy, Mahanazuddin Syed, Melody L. Greer, Sudeepa Bhattacharyya, Shaymaa Al-Shukri, Meredith N. Zozus, Fred W. Prior, Benjamin Tharian. 162-169 [doi]
• Context-aware Sleep Analysis with Intraday Steps and Heart Rate Time Series Data from Consumer Activity TrackersZilu Liang, Huyen Hoang Nhung, Lauriane Bertrand, Nathan Cleyet-Marrel. 170-179 [doi]
• Vocabulary Modifications for Domain-adaptive Pretraining of Clinical Language ModelsAnastasios Lamproudis, Aron Henriksson, Hercules Dalianis. 180-188 [doi]
• The h-ANN Model: Comprehensive Colonoscopy Concept Compilation using Combined Contextual EmbeddingsShorabuddin Syed, Adam Jackson Angel, Hafsa Bareen Syeda, Carole France Jennings, Joseph VanScoy, Mahanazuddin Syed, Melody L. Greer, Sudeepa Bhattacharyya, Meredith N. Zozus, Benjamin Tharian, Fred W. Prior. 189-200 [doi]
• A Review of Extended Reality Exercise Games for ElderlyYu Fu, Yan Hu, Veronica Sundstedt, Yvonne Forsell. 201-210 [doi]
• Predictive Modeling of Diabetes using EMR DataHasan Zafari, Jie Li, Farhana H. Zulkernine, Leanne Kosowan, Alexander Singer. 211-218 [doi]
• Integrated Label Transfer for Oligodendrocyte Subpopulation Profiling in Parkinson's Disease and Multiple System AtrophyErin Teeple, Pooja Joshi, Rahul Pande, Yinyin Huang, Akshat Karambe, Martine Latta-Mahieu, S. Pablo Sardi, Angel Cedazo-Minguez, Katherine W. Klinger, Amilcar Flores-Morales, Stephen L. Madden, Deepak K. Rajpal, Dinesh Kumar. 219-227 [doi]
• Simulation of the Evolution of a Virtual Patient's Physiological Status in the Operating Room: Application to Computer-assisted Anaesthesia TrainingHugo Boisaubert, Lucas Vincent, Corinne Lejus-Bourdeau, Christine Sinoquet. 228-239 [doi]
• Mmsd: A Multi-modal Dataset for Real-time, Continuous Stress Detection from Physiological SignalsMouna Benchekroun, Dan Istrate, Vincent Zalc, Dominique Lenne. 240-248 [doi]
• Short-term Glucose Prediction based on Oral Glucose Tolerance Test ValuesElias Dritsas, Sotiris Alexiou, Ioannis Konstantoulas, Konstantinos Moustakas. 249-255 [doi]
• Vision-based Approach for Autism Diagnosis using Transfer Learning and Eye-trackingMahmoud Elbattah, Jean-Luc Guérin, Romuald Carette, Federica Cilia, Gilles Dequen. 256-263 [doi]
• Ensuring Socio-technical Interoperability in Digital Health Innovation Processes: An Evaluation ApproachTim Scheplitz. 264-275 [doi]
• Telehealth: A Viable Option for Optimizing Health System Performance during COVID-19: Call to Action for Future PandemicsLayal Mohtar, Nabil Georges Badr. 279-288 [doi]
• Detection of Coughing and Respiratory Sensing in Conversational SpeechVenkata Srikanth Nallanthighal, Aki Harm, Ronald Rietman, Helmer Strik. 289-295 [doi]
• Designing Neurogames to Support Patients under Psychotherapy Treatment: Opportunities and Challenges of the MUSE HeadbandMichael Pantförder, Andre Hellwig. 296-305 [doi]
• Protecting Non-communicable Diseases Patients during Pandemics: Fundamental Rules for Engagement and the Case of LebanonLuna El Bizri, Nabil Georges Badr. 306-315 [doi]
• Disability Advocacy using a Smart Virtual CommunityBushra Kundi, Dhayananth Dharmalingam, Rediet Tadesse, Alexandra Creighton, Rachel Gorman, Pierre Maret, Fabrice Muhlenbach, Alexis Buettgen, Enakshi Dua, Thumeka Mgwigwi, Serban Dinca-Panaitescu, Christo El-Morr. 316-319 [doi]
• A Scoping Review of the Inquiry Instruments Being Used to Evaluate the Usability of Ambient Assisted Living SolutionsRute Bastardo, João Pavão, Nelson Pacheco da Rocha. 320-327 [doi]
• Extracting Alarm Events from the MIMIC-III Clinical DatabaseJonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich. 328-335 [doi]
• Harena Semantics: A Framework to Support Semantic Annotation in Citizen Science SystemsFagner Leal Pantoja, Marco Antonio de Carvalho-Filho, André Santanchè. 336-343 [doi]
• Impact of Machine Learning Assistance on the Quality of Life Prediction for Breast Cancer PatientsMikko Nuutinen, Sonja Korhonen, Anna-Maria Hiltunen, Ira Haavisto, Paula Poikonen-Saksela, Johanna Mattson, Haridimos Kondylakis, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Riikka-Leena Leskelä. 344-352 [doi]
• Salting as a Countermeasure against Attacks on Privacy Preserving Record Linkage TechniquesYanling Chen, Rainer Schnell, Frederik Armknecht, Youzhe Heng. 353-360 [doi]
• Virtual Reality Ontology Object Manipulation (VROOM)Margarita Vinnikov, Daniel Vergilis, Uras Oran, James Geller. 361-368 [doi]
• Ensemble Feature Selection for Heart Disease ClassificationHouda Benhar, Ali Idri, Mohamed Hosni. 369-376 [doi]
• Detection and Remediation of Malicious Actors for Studies Involving Remote Data CollectionBethany K. Bracken, John Wolcott, Isaac Potoczny-Jones, Brittany A. Mosser, Isabell R. Griffith-Fillipo, Patricia A. Areán. 377-383 [doi]
• Pima Indians Diabetes Database Processing through EBBM-Optimized UTM ModelLuigi Lella, Ignazio Licata, Christian Pristipino. 384-389 [doi]
• Benefits and Limitations of Age Group-Adjusted Average in the Profitability Audit for PharmocotherapyReinhard Schuster, Thomas Ostermann, Timo Emcke, Fabian Schuster. 390-396 [doi]
• Internet of Health Things for Quality of Life: Open Challenges based on a Systematic Literature MappingPedro Almir Martins de Oliveira, Rossana M. C. Andrade, Pedro de A. Santos Neto, Breno Silva Oliveira. 397-404 [doi]
• e-Health Services to Support the Perinatal Decision-making Process: An Analysis of Digital Solutions to Create Birth PlansCarla V. Leite, Ana Margarida Almeida. 405-412 [doi]
• A Review of the Main Factors, Computational Methods, and Databases Used in Depression StudiesAriane C. B. da Silva, Renata C. Santana, Thiago H. N. de Lima, Maycoln L. M. Teodoro, Mark A. J. Song, Luis Enrique Zárate, Cristiane Neri Nobre. 413-420 [doi]
• How Health Information Spreads in Twitter: The Whos and Whats of Philippine TB-dataErika Y. Chan, Myles Russel C. Chan, Shyrene Julianne S. Ching, Stanley Lawrence Sie, Angelyn R. Lao, Jan Michael Alexandre Cortez Bernadas, Charibeth K. Cheng. 421-429 [doi]
• Enhancement of Physiological Stress Classification using Psychometric FeaturesKarl Magtibay, Xavier Fernando 0001, Karthikeyan Umapathy. 430-437 [doi]
• Towards an IoHT Platform to Monitor QoL IndicatorsPedro Almir Martins de Oliveira, Rossana M. C. Andrade, Pedro de A. Santos Neto, Breno Silva Oliveira. 438-445 [doi]
• Simulating the Doctor's Behaviour: A Preliminary Study on the Identification of Atrial Fibrillation through Combined Analysis of Heart Rate and Beat MorphologyGennaro Laudato, Giovanni Rosa, Giovanni Capobianco, Angela Rita Colavita, Arianna Dal Forno, Fabio Divino, Claudio Lupi, Remo Pareschi, Stefano Ricciardi, Luca Romagnoli, Simone Scalabrino, Cecilia Tomassini, Rocco Oliveto. 446-453 [doi]
• Risk-based Comprehensive Usability Evaluation of Software as a Medical DeviceNoemi Stuppia, Federico Sternini, Federica Miola, Giorgia Picci, Claudia Boarini, Federico Cabitza, Alice Ravizza. 454-462 [doi]
• Using Merged Cancer Registry Data for Survival Analysis in Patients Treated with Integrative Oncology: Conceptual Framework and First Results of a Feasibility StudyThomas Ostermann, Sebastian Appelbaum, Stephan Baumgartner, Lukas Rist, Daniel Krüerke. 463-468 [doi]
• Implementation and Feasibility Analysis of a Javascript-based Gambling Tool Device for Online Decision Making Task under Risk in Psychological and Health Services ResearchSherine Franckenstein, Sebastian Appelbaum, Thomas Ostermann. 469-474 [doi]
• Predictive Tools to Evaluate Cardiovascular Events in Chronic Heart Failure PatientsMaria Carmela Groccia, Rosita Guido, Domenico Conforti, Angela Sciacqua. 475-481 [doi]
• Dashboard for Machine Learning Models in Health CareWejdan Bagais, Janusz Wojtusiak. 482-490 [doi]
• From Wearable Device to OpenEMR: 5G Edge Centered Telemedicine and Decision Support SystemYing Wang, Patricia Tran, Janusz Wojtusiak. 491-498 [doi]
• Study of the User Behaviour Caused by Automatic Recommendation Systems Call to ActionGeorgy D. Kopanitsa, Sergey V. Kovalchuk. 499-503 [doi]
• Forecasting Emergency Department Crowding using Data Science TechniquesJosé Manuel Domenech Cabrera, Javier Lorenzo-Navarro. 504-513 [doi]
• Predicting Depression in Children and Adolescents using the SHAP ApproachMarcelo Balbino, Renata Santana, Maycoln Teodoro, Mark A. J. Song, Luis Enrique Zárate, Cristiane Nobre. 514-521 [doi]
• A Health IT-Empowered Integrated Platform for Secure Vaccine Data Management and Intelligent Visual Analytics and ReportingJay S. Patel, Bari Dzomba, Hoa Vo, Susan Von Nessen-Scanlin, Laura A. Siminoff, Huanmei Wu. 522-531 [doi]
• Have Your Cake and Log it Too: A Pilot Study Leveraging IMU Sensors for Real-time Food Journaling NotificationsArpita Kappattanavar, Marten Kremser, Bert Arnrich. 532-541 [doi]
• Mobile Applications for Self-management of Chronic Diseases: A Systematic ReviewBenjamin Stahr, Sebastian J. F. Fudickar, Christian Lins. 542-548 [doi]
• Assessing Occupational Health with a Cross-platform Application based on Self-reports and BiosignalsSara Silva, Cátia Cepeda, João Rodrigues, Phillip Probst, Hugo Gamboa. 549-556 [doi]
• Classifying Breast Cytological Images using Deep Learning ArchitecturesHasnae Zerouaoui, Ali Idri. 557-564 [doi]
• mHealth Use in Healthcare Facilities: Raising Awareness in Data Protection, Privacy and SafetyLilian Genaro Motti Ader, Bróna MacEntee, Kristina Rutkauskaite, Nutsa Chichilidze, Dylan Kearney, Sean A. Lynch, Katie Crowley, Ita Richardson. 565-572 [doi]
• The Mindfulness Meditation Effect on States of Anxiety, Depression, Stress and Quality of LifePedro Morais, Ana P. Pinheiro, Miguel Fonseca, Carla Quintão. 573-582 [doi]
• A Trusted Data Sharing Environment based on FAIR Principles and Distributed Process ExecutionMarcel Klötgen, Florian Lauf, Sebastian Stäubert, Sven Meister, Danny Ammon. 583-589 [doi]
• Intra-individual Stability and Assessment of the Affective State in a Virtual Laboratory Environment: A Feasibility StudyNils M. Vahle, Sebastian Unger, Martin J. Tomasik. 590-596
• Emergency Health Protocols Supporting Health Data Exchange, Cloud Storage, and IndexingKonstantinos Koutsoukos, Chrysostomos Symvoulidis, Athanasios Kiourtis, Argyro Mavrogiorgou, Stella Dimopoulou, Dimosthenis Kyriazis. 597-604 [doi]
• A Process Cube based Approach of Process Mining in Analysing Frailty Progression Exploiting Electronic Frailty IndexNik F. Farid, Marc de Kamps, Owen A. Johnson. 605-613 [doi]
• Towards an Ethical Framework for the Design and Development of Inclusive Home-based Smart Technology for Older Adults and People with DisabilitiesEmma Murphy, Damian Gordon, Brian Keegan, Julie Doyle, Ioannis Stavrakakis, Dympna O'Sullivan. 614-622 [doi]
• Sovereignly Donating Medical Data as a Patient: A Technical ApproachFlorian Lauf, Hendrik Meyer zum Felde, Marcel Klötgen, Robin Brandstädter, Robin Schönborn. 623-630 [doi]
• Understanding Public Opinion on using Hydroxychloroquine for COVID-19 Treatment via Social MediaThuy T. Do, du Nguyen, Anh Le, Anh Nguyen, Dong Nguyen 0003, Nga Hoang, Uyen Le, Tuan Tran 0001. 631-639 [doi]
• DeIDNER Model: A Neural Network Named Entity Recognition Model for Use in the De-identification of Clinical NotesMahanazuddin Syed, Kevin W. Sexton, Melody L. Greer, Shorabuddin Syed, Joseph VanScoy, Farhan Kawsar, Erica Olson, Karan Patel, Jake Erwin, Sudeepa Bhattacharyya, Meredith N. Zozus, Fred W. Prior. 640-647 [doi]
• Feature Selection for Sentiment Classification of COVID-19 Tweets: H-TFIDF Featuring BERTMehtab Alam Syed, Elena Arsevska, Mathieu Roche, Maguelonne Teisseire. 648-656 [doi]
• Design of a Personalized Affective Exergame to Increase Motivation in the ElderlyFenja T. Bruns, Frank Wallhoff. 657-663 [doi]
• STREAM: Prototype Development of a Digital Language IdentifierRebecca A. Meehan, Manisha Kumari, Qiang Guan, Sanda Katila, Joel Davidson, Nichole Egbert. 664-670 [doi]
• A Prognostic Machine Learning Framework and Algorithm for Predicting Long-term Behavioural Outcomes in Cancer SurvivorsAnneliese Markus, Amos Roche, Chun-Kit Ngan, Yin Ting Cheung, Kristi Prifti. 671-679 [doi]
• How Long Are Various Types of Daily Activities? Statistical Analysis of a Multimodal Wearable Sensor-based Human Activity DatasetHui Liu, Tanja Schultz. 680-688 [doi]
• Multimodal Analysis of User-recipes InteractionsEmilija Georgievska, Martina Stojanoska, Sanja Mishovska, Tome Eftimov, Dimitar Trajanov. 689-696 [doi]
• Migration of Telemedicine Applications to National Telematics Infrastructure using Epilepsy Treatment as an ExampleSalima Houta, Tim Wilking, Marcel Klötgen, Falk Howar. 697-704 [doi]
• Privacy Notifications for Transparency in Fitness AppsMirco Baseniak, Tom Lorenz, Ina Schiering. 705-710 [doi]
• Discussion on Comparing Machine Learning Models for Health Outcome PredictionJanusz Wojtusiak, Negin Asadzadehzanjani. 711-718 [doi]
• A Systematic Map of Interpretability in MedicineHajar Hakkoum, Ibtissam Abnane, Ali Idri. 719-726 [doi]
• Digitization of Landmark Training for Topographical Disorientation: Opportunities of Smart Devices and Augmented RealityTom Lorenz, Mirco Baseniak, Linda Münch, Ina Schiering, Sandra Verena Müller. 727-734 [doi]
• Local Explanations for Clinical Search Engine ResultsEdeline Contempré, Zoltán Szlávik, Majid Mohammadi, Erick Velazquez Godinez, Annette ten Teije, Ilaria Tiddi. 735-742 [doi]
• Opportunities for System Dynamics towards the Support of Technological Developments in Stroke Treatment DomainJulia Kantorovich, Jukka Ranta. 743-750 [doi]
• COVID-19 Treatment Process Identification: A Case Study in Russian Hospital for CardiologyLiubov Elkhovskaya, Sergey V. Kovalchuk, Ilya Potapov, Dmitrii Ovchinnikov. 755-765 [doi]
• Long COVID Diary: A User Centered Approach for the Design of a Mobile Application Supporting Long COVID PatientsAndreas Hausberger, Barbara Tappeiner, René Baranyi, Thomas Grechenig. 769-776 [doi]
• A Data Driven Investigation on the Relationship between Tests, Confirmed Cases and Positive Rate: The Case of GreeceNikolaos Papadakis, Dimitrios Bakirtzis. 777-784 [doi]
• Human Energy Diary Studies with Personalized Feedback: A Proof of Concept with formrFabienne Lambusch, Henning D. Richter, Michael Fellmann, Oliver Weigelt, Ann-Kathrin Kiechle. 789-800 [doi]
• Be Aware! Indications for Intercultural Awareness for Digital Health Innovations and Innovation CapabilityLena Otto, Linda Kosmol, Tim Scheplitz, Hannes Schlieter. 801-811 [doi]
• Remote Patient Monitoring Systems based on Conversational Agents for Health Data CollectionPedro Dias, Miguel Cardoso, Federico Guede Fernández, Ana Martins, Ana Londral. 812-820 [doi]
• Privacy-preserving Copy Number Variation Analysis with Homomorphic EncryptionHüseyin Demirci, Gabriele Lenzini. 821-831 [doi]
• Learning Embeddings from Free-text Triage Notes using Pretrained Transformer ModelsÉmilien Arnaud, Mahmoud Elbattah, Maxime Gignon, Gilles Dequen. 835-841 [doi]
• A Practical Wearable Sensor-based Human Activity Recognition Research PipelineHui Liu, Yale Hartmann, Tanja Schultz. 847-856 [doi]
• Classification and Direction Detection of Ambient Sounds on Microsoft HoloLens to Support Hearing-impaired PeopleBeauclair Dongmo Ngnintedem, Eric Mense, Johannes Rückert, Christoph M. Friedrich. 857-863 [doi]
• Machine-learning-driven Wearable Healthcare for Dementia: A Review of Emerging Technologies and ChallengesAkio Sashima. 864-871 [doi]
• Algorithm for Onset/Offset Detection of EMG Signals for Real-time Control of a Low-cost Open-source Bionic-handSandra Rodrigues, Milton Macedo. 872-878 [doi]
• Smart Environments in Support of Fragile and Isolated Older Adults: Protocol for the City of Côte Saint-Luc's Living LabNathalie Bier, Mélanie Couture, Thomas Tannou, Carolina Bottari, Thomas Lihoreau, Hélène Pigot, Sylvia Pelayo, Xavier Ferrer 0001, Rosalie Wang, Charles Gouin-Vallerand, Guy Paré, Sébastien Gaboury, Kevin Bouchard, Sandra Smele, Sylvain Giroux. 883-891 [doi]
• SAPA Technology: An AAL Architecture for TelemonitoringHubert Kenfack Ngankam, Maxime Lussier, Aline Aboujaoudé, Cédric Demongivert, Hélène Pigot, Sébastien Gaboury, Kevin Bouchard, Mélanie Couture, Nathalie Bier, Sylvain Giroux. 892-898 [doi]
• Predictive Behavioural Monitoring and Deviation Detection in Activities of Daily Living of Older AdultsJiawei Zheng, Petros Papapanagiotou. 899-910 [doi]
• How Can Municipalities Support Aging in Place using Technological Innovations? A Single-case Study in a Canadian CityMélanie Couture, Aline Aboujaoudé, Sylvain Giroux, Hélène Pigot, Nathalie Bier. 911-918 [doi]
• An Assistive Technology for Cognition to Support Meal Preparation: The Concept Map of a User-centred Design Process and ProcedureSareh Zarshenas, Nathalie Bier, Hélène Pigot, Sylvain Giroux, Patricia Briskie Semeniuk, Mélanie Couture, Carolina Bottari. 921-928 [doi]