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ORCID15th BIOSTEC HEALTHINF 2022
- Nathalie Bier, Ana Fred, Hugo Gamboa:
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2022, Volume 5: HEALTHINF, Online Streaming, February 9-11, 2022. SCITEPRESS 2022, ISBN 978-989-758-552-4
Invited Speakers
- Federico Cabitza:
Wirewalking over Two Medical AI Chasms: Results and Open Problems in Making "Valid AI" Also Useful in Medical Practice. BIOSTEC 2022: 5 - Katja Bühler:
On Trust and Trustworthiness of Interpretable AI Methods for Decision Support in Radiology. BIOSTEC 2022: 7 - Ana Rita Londral:
Value-based Healthcare: Contributions from Biomedical Engineering. BIOSTEC 2022: 9
Papers
- Nanor Aroutine, Nabil Georges Badr, Joumana Yeretzian:
Factors Influencing Tele-dermatology Adoption among the Lebanese Youth: A Pilot Study at Saint Joseph University. 15-25 - Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein
, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich:
Forecasting Thresholds Alarms in Medical Patient Monitors using Time Series Models. 26-34 - Rashmi Burse, Michela Bertolotto, Gavin McArdle:
A Novel Atomic Annotator for Quality Assurance of Biomedical Ontologies. 35-44 - Pedro Almir Martins de Oliveira, Evilásio Costa Junior, Rossana M. C. Andrade, Ismayle S. Santos, Pedro de A. Santos Neto:
Ten Years of eHealth Discussions on Stack Overflow. 45-56 - Aleksandra Czarnik, Aoife Darragh, Maria Hurley, Daniel O'Connell, Michele Quagliata, Rob Brennan:
Best Practice in Multi-organisation Sensitive Health Data Sharing: A Comparative Analysis of Ireland's Data Governance Approach for the Covid-19 Data Research Hub. 57-68 - Giovanni Rosa, Marco Russodivito, Gennaro Laudato, Angela Rita Colavita, Simone Scalabrino, Rocco Oliveto:
A Robust Approach for a Real-time Accurate Screening of ST Segment Anomalies. 69-80 - Simon Geller, Sebastian Müller, Simon Scheider, Christiane Woopen, Sven Meister:
Value-based Consent Model: A Design Thinking Approach for Enabling Informed Consent in Medical Data Research. 81-92 - Érika G. de Assis, Mark A. J. Song, Luis E. Zárate, Cristiane Neri Nobre:
Data Balancing using Deep Convolutional Generative Adversarial Networks (DCGAN) in Patients with Congenital Syndrome by Zika Virus. 93-102 - Henrique R. Hott, Caroline Jandre, Pedro H. S. Xavier, Amal Miloud-Aouidate, Débora M. Miranda, Mark A. J. Song, Luis E. Zárate, Cristiane Neri Nobre:
Selection of Representative Instances using Ant Colony: A Case Study in a Database of Children and Adolescents with Attention-Deficit/Hyperactivity Disorder. 103-110 - Muhammad Sulaiman, Anne Håkansson, Randi Karlsen:
A Framework for AI-enabled Proactive mHealth with Automated Decision-making for a User's Context. 111-124 - Anne Mainz, Sven Meister:
A Digital, Game-based Application to Support Treatment of Parkinson's Disease: A Design Thinking Approach. 125-134 - Shota Nemoto, Subhash Rajapaksha, Despoina Perouli:
Adversarial Evasion Attacks to Deep Neural Networks in ECR Models. 135-141 - Vijay Kumar, Het Patel, Kolin Paul, Abhidnya Surve, Shorya Azad, Rohan Chawla:
Improved Blood Vessels Segmentation of Retinal Image of Infants. 142-153 - Dmitriy Babichenko, Behnam Rahdari, Ben Stein, Suraj Subramanian, Claudia Ramos Rivers, Gong Tang, David Binion:
Classification Models for Predicting Inflammatory Bowel Disease Healthcare Utilization. 154-161 - Shorabuddin 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:
TAX-Corpus: Taxonomy based Annotations for Colonoscopy Evaluation. 162-169 - Zilu Liang, Huyen Hoang Nhung, Lauriane Bertrand, Nathan Cleyet-Marrel:
Context-aware Sleep Analysis with Intraday Steps and Heart Rate Time Series Data from Consumer Activity Trackers. 170-179 - Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis:
Vocabulary Modifications for Domain-adaptive Pretraining of Clinical Language Models. 180-188 - Shorabuddin 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:
The h-ANN Model: Comprehensive Colonoscopy Concept Compilation using Combined Contextual Embeddings. 189-200 - Yu Fu, Yan Hu, Veronica Sundstedt, Yvonne Forsell:
A Review of Extended Reality Exercise Games for Elderly. 201-210 - Hasan Zafari, Jie Li, Farhana H. Zulkernine, Leanne Kosowan, Alexander Singer:
Predictive Modeling of Diabetes using EMR Data. 211-218 - Erin 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:
Integrated Label Transfer for Oligodendrocyte Subpopulation Profiling in Parkinson's Disease and Multiple System Atrophy. 219-227 - Hugo Boisaubert, Lucas Vincent, Corinne Lejus-Bourdeau, Christine Sinoquet:
Simulation of the Evolution of a Virtual Patient's Physiological Status in the Operating Room: Application to Computer-assisted Anaesthesia Training. 228-239 - Mouna Benchekroun, Dan Istrate, Vincent Zalc, Dominique Lenne:
Mmsd: A Multi-modal Dataset for Real-time, Continuous Stress Detection from Physiological Signals. 240-248 - Elias Dritsas, Sotiris Alexiou, Ioannis Konstantoulas, Konstantinos Moustakas:
Short-term Glucose Prediction based on Oral Glucose Tolerance Test Values. 249-255 - Mahmoud Elbattah, Jean-Luc Guérin, Romuald Carette, Federica Cilia, Gilles Dequen:
Vision-based Approach for Autism Diagnosis using Transfer Learning and Eye-tracking. 256-263 - Tim Scheplitz:
Ensuring Socio-technical Interoperability in Digital Health Innovation Processes: An Evaluation Approach. 264-275 - Layal Mohtar, Nabil Georges Badr:
Telehealth: A Viable Option for Optimizing Health System Performance during COVID-19: Call to Action for Future Pandemics. 279-288 - Venkata Srikanth Nallanthighal, Aki Harm, Ronald Rietman, Helmer Strik:
Detection of Coughing and Respiratory Sensing in Conversational Speech. 289-295 - Michael Pantförder, Andre Hellwig:
Designing Neurogames to Support Patients under Psychotherapy Treatment: Opportunities and Challenges of the MUSE Headband. 296-305 - Luna El Bizri, Nabil Georges Badr:
Protecting Non-communicable Diseases Patients during Pandemics: Fundamental Rules for Engagement and the Case of Lebanon. 306-315 - Bushra 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:
Disability Advocacy using a Smart Virtual Community. 316-319 - Rute Bastardo, João Pavão, Nelson Pacheco da Rocha:
A Scoping Review of the Inquiry Instruments Being Used to Evaluate the Usability of Ambient Assisted Living Solutions. 320-327 - Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich:
Extracting Alarm Events from the MIMIC-III Clinical Database. 328-335 - Fagner Leal Pantoja, Marco Antonio de Carvalho-Filho, André Santanchè:
Harena Semantics: A Framework to Support Semantic Annotation in Citizen Science Systems. 336-343 - Mikko 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:
Impact of Machine Learning Assistance on the Quality of Life Prediction for Breast Cancer Patients. 344-352 - Yanling Chen, Rainer Schnell, Frederik Armknecht, Youzhe Heng:
Salting as a Countermeasure against Attacks on Privacy Preserving Record Linkage Techniques. 353-360 - Margarita Vinnikov, Daniel Vergilis, Uras Oran, James Geller:
Virtual Reality Ontology Object Manipulation (VROOM). 361-368 - Houda Benhar, Ali Idri, Mohamed Hosni:
Ensemble Feature Selection for Heart Disease Classification. 369-376 - Bethany K. Bracken, John Wolcott, Isaac Potoczny-Jones, Brittany A. Mosser, Isabell R. Griffith-Fillipo, Patricia A. Areán:
Detection and Remediation of Malicious Actors for Studies Involving Remote Data Collection. 377-383 - Luigi Lella, Ignazio Licata, Christian Pristipino:
Pima Indians Diabetes Database Processing through EBBM-Optimized UTM Model. 384-389 - Reinhard Schuster, Thomas Ostermann, Timo Emcke, Fabian Schuster:
Benefits and Limitations of Age Group-Adjusted Average in the Profitability Audit for Pharmocotherapy. 390-396 - Pedro Almir Martins de Oliveira, Rossana M. C. Andrade, Pedro de A. Santos Neto, Breno Silva Oliveira:
Internet of Health Things for Quality of Life: Open Challenges based on a Systematic Literature Mapping. 397-404 - Carla V. Leite, Ana Margarida Almeida:
e-Health Services to Support the Perinatal Decision-making Process: An Analysis of Digital Solutions to Create Birth Plans. 405-412 - Ariane C. B. da Silva, Renata C. Santana, Thiago H. N. de Lima, Maycoln L. M. Teodoro, Mark A. J. Song, Luis E. Zárate, Cristiane Neri Nobre:
A Review of the Main Factors, Computational Methods, and Databases Used in Depression Studies. 413-420 - Erika Y. Chan, Myles Russel C. Chan, Shyrene Julianne S. Ching, Stanley Lawrence Sie, Angelyn R. Lao, Jan Michael Alexandre Cortez Bernadas, Charibeth K. Cheng:
How Health Information Spreads in Twitter: The Whos and Whats of Philippine TB-data. 421-429 - Karl Magtibay, Xavier Fernando, Karthikeyan Umapathy:
Enhancement of Physiological Stress Classification using Psychometric Features. 430-437 - Pedro Almir Martins de Oliveira, Rossana M. C. Andrade, Pedro de A. Santos Neto, Breno Silva Oliveira:
Towards an IoHT Platform to Monitor QoL Indicators. 438-445 - Gennaro 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:
Simulating the Doctor's Behaviour: A Preliminary Study on the Identification of Atrial Fibrillation through Combined Analysis of Heart Rate and Beat Morphology. 446-453 - Noemi Stuppia, Federico Sternini, Federica Miola, Giorgia Picci, Claudia Boarini, Federico Cabitza, Alice Ravizza:
Risk-based Comprehensive Usability Evaluation of Software as a Medical Device. 454-462 - Thomas Ostermann, Sebastian Appelbaum, Stephan Baumgartner, Lukas Rist, Daniel Krüerke:
Using Merged Cancer Registry Data for Survival Analysis in Patients Treated with Integrative Oncology: Conceptual Framework and First Results of a Feasibility Study. 463-468 - Sherine Franckenstein, Sebastian Appelbaum, Thomas Ostermann:
Implementation and Feasibility Analysis of a Javascript-based Gambling Tool Device for Online Decision Making Task under Risk in Psychological and Health Services Research. 469-474 - Maria Carmela Groccia, Rosita Guido, Domenico Conforti, Angela Sciacqua:
Predictive Tools to Evaluate Cardiovascular Events in Chronic Heart Failure Patients. 475-481 - Wejdan Bagais, Janusz Wojtusiak:
Dashboard for Machine Learning Models in Health Care. 482-490 - Ying Wang, Patricia Tran, Janusz Wojtusiak:
From Wearable Device to OpenEMR: 5G Edge Centered Telemedicine and Decision Support System. 491-498 - Georgy D. Kopanitsa, Sergey V. Kovalchuk:
Study of the User Behaviour Caused by Automatic Recommendation Systems Call to Action. 499-503 - José Manuel Domenech Cabrera, Javier Lorenzo-Navarro:
Forecasting Emergency Department Crowding using Data Science Techniques. 504-513 - Marcelo de Sousa Balbino, Renata Santana, Maycoln L. M. Teodoro, Mark A. J. Song, Luis E. Zárate, Cristiane Nobre:
Predicting Depression in Children and Adolescents using the SHAP Approach. 514-521 - Jay S. Patel, Bari Dzomba, Hoa Vo, Susan Von Nessen-Scanlin, Laura A. Siminoff, Huanmei Wu:
A Health IT-Empowered Integrated Platform for Secure Vaccine Data Management and Intelligent Visual Analytics and Reporting. 522-531 - Arpita Kappattanavar, Marten Kremser, Bert Arnrich:
Have Your Cake and Log it Too: A Pilot Study Leveraging IMU Sensors for Real-time Food Journaling Notifications. 532-541 - Benjamin Stahr, Sebastian J. F. Fudickar, Christian Lins:
Mobile Applications for Self-management of Chronic Diseases: A Systematic Review. 542-548 - Sara Silva, Cátia Cepeda, João Rodrigues, Phillip Probst, Hugo Gamboa:
Assessing Occupational Health with a Cross-platform Application based on Self-reports and Biosignals. 549-556 - Hasnae Zerouaoui, Ali Idri:
Classifying Breast Cytological Images using Deep Learning Architectures. 557-564 - Lilian Genaro Motti Ader, Bróna MacEntee, Kristina Rutkauskaite, Nutsa Chichilidze, Dylan Kearney, Sean A. Lynch, Katie Crowley, Ita Richardson:
mHealth Use in Healthcare Facilities: Raising Awareness in Data Protection, Privacy and Safety. 565-572 - Pedro Morais, Ana P. Pinheiro, Miguel Fonseca, Carla Quintão:
The Mindfulness Meditation Effect on States of Anxiety, Depression, Stress and Quality of Life. 573-582 - Marcel Klötgen, Florian Lauf, Sebastian Stäubert, Sven Meister, Danny Ammon:
A Trusted Data Sharing Environment based on FAIR Principles and Distributed Process Execution. 583-589 - Nils M. Vahle, Sebastian Unger, Martin J. Tomasik:
Intra-individual Stability and Assessment of the Affective State in a Virtual Laboratory Environment: A Feasibility Study. HEALTHINF 2022: 590-596 - Konstantinos Koutsoukos, Chrysostomos Symvoulidis, Athanasios Kiourtis, Argyro Mavrogiorgou, Stella Dimopoulou, Dimosthenis Kyriazis:
Emergency Health Protocols Supporting Health Data Exchange, Cloud Storage, and Indexing. 597-604 - Nik F. Farid, Marc de Kamps, Owen A. Johnson:
A Process Cube based Approach of Process Mining in Analysing Frailty Progression Exploiting Electronic Frailty Index. 605-613 - Emma Murphy, Damian Gordon, Brian Keegan, Julie Doyle, Ioannis Stavrakakis, Dympna O'Sullivan:
Towards an Ethical Framework for the Design and Development of Inclusive Home-based Smart Technology for Older Adults and People with Disabilities. 614-622 - Florian Lauf, Hendrik Meyer zum Felde, Marcel Klötgen, Robin Brandstädter, Robin Schönborn:
Sovereignly Donating Medical Data as a Patient: A Technical Approach. 623-630 - Thuy T. Do, Du Nguyen, Anh Le, Anh Nguyen, Dong Nguyen, Nga Hoang, Uyen Le, Tuan Tran:
Understanding Public Opinion on using Hydroxychloroquine for COVID-19 Treatment via Social Media. 631-639 - Mahanazuddin 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:
DeIDNER Model: A Neural Network Named Entity Recognition Model for Use in the De-identification of Clinical Notes. 640-647 - Syed Mehtab Alam, Elena Arsevska, Mathieu Roche, Maguelonne Teisseire:
Feature Selection for Sentiment Classification of COVID-19 Tweets: H-TFIDF Featuring BERT. 648-656 - Fenja T. Bruns, Frank Wallhoff:
Design of a Personalized Affective Exergame to Increase Motivation in the Elderly. 657-663 - Rebecca A. Meehan, Manisha Kumari, Qiang Guan, Sanda Katila, Joel Davidson, Nichole Egbert:
STREAM: Prototype Development of a Digital Language Identifier. 664-670 - Anneliese Markus, Amos Roche, Chun-Kit Ngan, Yin Ting Cheung, Kristi Prifti:
A Prognostic Machine Learning Framework and Algorithm for Predicting Long-term Behavioural Outcomes in Cancer Survivors. 671-679 - Hui Liu, Tanja Schultz:
How Long Are Various Types of Daily Activities? Statistical Analysis of a Multimodal Wearable Sensor-based Human Activity Dataset. 680-688 - Emilija Georgievska, Martina Stojanoska, Sanja Mishovska, Tome Eftimov, Dimitar Trajanov:
Multimodal Analysis of User-recipes Interactions. 689-696 - Salima Houta, Tim Wilking, Marcel Klötgen, Falk Howar:
Migration of Telemedicine Applications to National Telematics Infrastructure using Epilepsy Treatment as an Example. 697-704 - Mirco Baseniak, Tom Lorenz, Ina Schiering:
Privacy Notifications for Transparency in Fitness Apps. 705-710 - Janusz Wojtusiak, Negin Asadzadehzanjani:
Discussion on Comparing Machine Learning Models for Health Outcome Prediction. 711-718 - Hajar Hakkoum, Ibtissam Abnane, Ali Idri:
A Systematic Map of Interpretability in Medicine. 719-726 - Tom Lorenz, Mirco Baseniak, Linda Münch, Ina Schiering, Sandra Verena Müller:
Digitization of Landmark Training for Topographical Disorientation: Opportunities of Smart Devices and Augmented Reality. 727-734 - Edeline Contempré, Zoltán Szlávik, Majid Mohammadi, Erick Velazquez Godinez, Annette ten Teije, Ilaria Tiddi:
Local Explanations for Clinical Search Engine Results. 735-742 - Julia Kantorovich, Jukka Ranta:
Opportunities for System Dynamics towards the Support of Technological Developments in Stroke Treatment Domain. 743-750
Special Session on "COVID-19 epidemic data mining and EXploration"
- Liubov Elkhovskaya, Sergey V. Kovalchuk, Ilya Potapov, Dmitrii Ovchinnikov:
COVID-19 Treatment Process Identification: A Case Study in Russian Hospital for Cardiology. 755-765 - Andreas Hausberger, Barbara Tappeiner, René Baranyi, Thomas Grechenig:
Long COVID Diary: A User Centered Approach for the Design of a Mobile Application Supporting Long COVID Patients. 769-776 - Nikolaos Papadakis, Dimitrios Bakirtzis:
A Data Driven Investigation on the Relationship between Tests, Confirmed Cases and Positive Rate: The Case of Greece. 777-784
Workshop on Scaling-Up Health-IT
- Fabienne Lambusch, Henning D. Richter, Michael Fellmann, Oliver Weigelt, Ann-Kathrin Kiechle:
Human Energy Diary Studies with Personalized Feedback: A Proof of Concept with formr. 789-800 - Lena Otto, Linda Kosmol, Tim Scheplitz, Hannes Schlieter:
Be Aware! Indications for Intercultural Awareness for Digital Health Innovations and Innovation Capability. 801-811 - Pedro Dias, Miguel Cardoso, Federico Guede-Fernández, Ana Martins, Ana Londral:
Remote Patient Monitoring Systems based on Conversational Agents for Health Data Collection. 812-820 - Hüseyin Demirci, Gabriele Lenzini:
Privacy-preserving Copy Number Variation Analysis with Homomorphic Encryption. 821-831 - Émilien Arnaud, Mahmoud Elbattah, Maxime Gignon, Gilles Dequen:
Learning Embeddings from Free-text Triage Notes using Pretrained Transformer Models. 835-841
Special Session on Wearable HealthCare
- Hui Liu, Yale Hartmann, Tanja Schultz:
A Practical Wearable Sensor-based Human Activity Recognition Research Pipeline. 847-856 - Beauclair Dongmo Ngnintedem, Eric Mense, Johannes Rückert, Christoph M. Friedrich:
Classification and Direction Detection of Ambient Sounds on Microsoft HoloLens to Support Hearing-impaired People. 857-863 - Akio Sashima:
Machine-learning-driven Wearable Healthcare for Dementia: A Review of Emerging Technologies and Challenges. 864-871 - Sandra Rodrigues, Milton Macedo:
Algorithm for Onset/Offset Detection of EMG Signals for Real-time Control of a Low-cost Open-source Bionic-hand. 872-878
Special Session on Smart Living Environments to Support Aging-in-Place in Vulnerable Older Adults
- Nathalie Bier, Mélanie Couture, Thomas Tannou, Carolina Bottari, Thomas Lihoreau, Hélène Pigot, Sylvia Pelayo, Xavier Ferrer, Rosalie Wang, Charles Gouin-Vallerand, Guy Paré, Sébastien Gaboury, Kevin Bouchard, Sandra Smele, Sylvain Giroux:
Smart Environments in Support of Fragile and Isolated Older Adults: Protocol for the City of Côte Saint-Luc's Living Lab. 883-891 - Hubert Kenfack Ngankam, Maxime Lussier, Aline Aboujaoudé, Cédric Demongivert, Hélène Pigot, Sébastien Gaboury, Kevin Bouchard, Mélanie Couture, Nathalie Bier, Sylvain Giroux:
SAPA Technology: An AAL Architecture for Telemonitoring. 892-898 - Jiawei Zheng, Petros Papapanagiotou:
Predictive Behavioural Monitoring and Deviation Detection in Activities of Daily Living of Older Adults. 899-910 - Mélanie Couture, Aline Aboujaoudé, Sylvain Giroux, Hélène Pigot, Nathalie Bier:
How Can Municipalities Support Aging in Place using Technological Innovations? A Single-case Study in a Canadian City. 911-918 - Sareh Zarshenas, Nathalie Bier, Hélène Pigot, Sylvain Giroux, Patricia Briskie Semeniuk, Mélanie Couture, Carolina Bottari:
An Assistive Technology for Cognition to Support Meal Preparation: The Concept Map of a User-centred Design Process and Procedure. 921-928
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