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ORCID16th BIOSTEC HEALTHINF 2023: Lisbon, Portugal
- Federico Cabitza, Ana Fred, Hugo Gamboa:
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2023, Volume 5: HEALTHINF, Lisbon, Portugal, February 16-18, 2023. SCITEPRESS 2023, ISBN 978-989-758-631-6
Invited Speakers
- Giovanni Saggio:
Towards the Virtual Human Simulator. 5-12 - Elazer Edelman:
Academia and Industry: Partners in Leveraging Engineering, Science and Medicine for Clinical Translation. BIOSTEC 2023: 13 - Mireille Hildebrandt
:
Ground-Truthing in the European Health Data Space. 15-22 - Riccardo Bellazzi:
Machine Learning Applied to Electronic Health Record Data: Opportunities and Challenges. BIOSTEC 2023: 23-24
Papers
- James Kemp, Christopher Barker, Norm Good, Michael Bain:
Context Discovery and Cost Prediction for Detection of Anomalous Medical Claims, with Ontology Structure Providing Domain Knowledge. 29-40 - Sidratul Moontaha, Arpita Mallikarjuna Kappattanavar, Pascal Hecker, Bert Arnrich:
Wearable EEG-Based Cognitive Load Classification by Personalized and Generalized Model Using Brain Asymmetry. 41-51 - Giridhar Krishnan, Waqar Haque:
Predicting Comorbidities in Diabetic Patients and Visualizing Data for Improved Healthcare. 52-63 - Theo Rummer-Downing, Julie Weeds:
Leveraging Out-of-the-Box Retrieval Models to Improve Mental Health Support. 64-73 - Denise Schmidt, Jonas Chromik, Bert Arnrich:
Recommender System for Alarm Thresholds in Medical Patient Monitors. 74-85 - Rajanikant Ghate, Sumiti Saharan, Rahee Walambe:
Predicting the Socio Economic Status of end Users of a Maternal Health App by Machine Learning. 86-93 - Yakini Tchouka, Jean-François Couchot, David Laiymani:
An Easy-to-Use and Robust Approach for the Differentially Private De-Identification of Clinical Textual Documents. 94-104 - Anthony Stell, Vedant Chauhan, Sandra Amador, Felix Beuschlein, Judith Favier, David Gil, Philip Greenwood, Ronald de Krijger, Matthias Kroiss, Samanta Ortuno, Attila Patocs, Axel Walch:
Novel Distributed Informatics Platform to Support Machine Learning Discovery of Metabolic Biomarkers in Hypoxia Predisposition. 105-116 - Sebastian Appelbaum, Daniel Krüerke, Stephan Baumgartner, Marianne Schenker, Thomas Ostermann:
Development, Implementation and Validation of a Stochastic Prediction Model of UICC Stages for Missing Values in Large Data Sets in a Hospital Cancer Registry. 117-123 - Alexander Winter, Mattis Hartwig, Toralf Kirsten:
Predicting Hospital Length of Stay of Patients Leaving the Emergency Department. 124-131 - Andrea Campagner, Riccardo Angius, Federico Cabitza:
A Question of Trust: Old and New Metrics for the Reliable Assessment of Trustworthy AI. 132-143 - Veeda Michelle M. Anlacan, Roland Dominic G. Jamora, Angelo Cedric F. Panganiban, Isabel Teresa O. Salido, Romuel Aloizeus Z. Apuya, Bryan Andrei C. Galecio, Michael L. Tee, Maria-Eliza R. Aguila, Cherica A. Tee, Jaime D. L. Caro:
Analysis of Virtual Reality Therapy Game Prototype for Persons Living with Dementia in the Philippines. 144-154 - Pedro Almir Martins de Oliveira, Rossana M. C. Andrade, Pedro de A. Santos Neto:
Lessons Learned from mHealth Monitoring in the Wild. 155-166 - María Teresa Jurado-Camino, David Chushig-Muzo, Cristina Soguero-Ruíz, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez:
On the Use of Generative Adversarial Networks to Predict Health Status Among Chronic Patients. 167-178 - Emma Kwint, Anna Zoet, Katsiaryna Labunets, Sjaak Brinkkemper:
How Different Elements of Audio Affect the Word Error Rate of Transcripts in Automated Medical Reporting. 179-187 - Diogo Machado, Vítor Santos Costa, Pedro Brandão:
Using Balancing Methods to Improve Glycaemia-Based Data Mining. 188-198 - Nishiki Motokawa, Anna Yokokubo, Guillaume Lopez:
HydReminder-W: A Bottle Cap that Listens to Your Heart to Remind You to Drink! 199-208 - Kay Smarsly, Yousuf Al-Hakim, Patricia Peralta, Silvio Beier, Claudia Klümper:
A Systematic Review and Recommendation of Software Architectures for SARS-CoV-2 Monitoring. 211-217 - Philip Branch, Divya Balasubramanyam Sridharam, Andre Ferretto, Tim Carroll:
Fall Prediction Amongst the Elderly Using Data from an Ambient Assisted Living System. 218-223 - Paulina Adamczyk, Sylwia Marek, Ryszard Precikowski, Maciej Kus, Michal K. Grzeszczyk, Maciej Malawski, Aneta Lisowska:
Designing Personalised Gamification of mHealth Survey Applications. 224-231 - Luigi Lella, Ignazio Licata, Christian Pristipino:
Artificial Intelligence Enabled Healthcare Ecosystem Model: AIEHEM Project. 232-238 - Chetanya Puri, Stijn Keyaerts, Maxwell Szymanski, Lode Godderis, Katrien Verbert, Stijn Luca, Bart Vanrumste:
Daily Pain Prediction in Workplace Using Gaussian Processes. 239-247 - Craig Leamy, Bilal Ahmad, Sarah Beecham, Ita Richardson, Katie Crowley:
Launcher50+: An Android Launcher for Use by Older Adults. 248-256 - Jin Zhao, Guocheng Wang, Daguo Huang, Yue Teng, Yichu Bai, Xudong Gao, Yi Zhou:
Development and Application of Regional Level Complete Inspection Management Platform. 257-263 - Christian E. Pulmano, Proceso Fernandez:
Benchmarking Disease Modeling Techniques on the Philippines' COVID-19 Dataset. 264-270 - Vera Ries, Klaus-Peter Thiele, Bernhard van Treeck, Sarah Schroeer, Christina Witt, Reinhard Schuster:
IT-Structures and Algorithms for Quality Assurance in the Medical Advisory Service Institutions in Germany. Step 2: To err is Human. Consensus-Conferences. 271-278 - Rashmi Burse, Michela Bertolotto, Gavin McArdle:
Facilitating SNOMED-CT Template Creation by Targeting Stopwords. 279-286 - Akito Yamamoto, Eizen Kimura, Tetsuo Shibuya:
(ε, k)-Randomized Anonymization: ε-Differentially Private Data Sharing with k-Anonymity. 287-297 - Thomas Ostermann, Sebastian Unger, Michaela Warzecha, Sebastian Appelbaum, Daniela Rodrigues Recchia, Holger Cramer, Heidemarie Haller:
Technical Realization and First Insights of the Multicenter Integrative Breast Cancer Registry INTREST. 298-306 - Christian Lins, Franziska Minh-Khai Dang Quang, Rica Schulze, Stefanie Lins, Andreas Hein, Sebastian J. F. Fudickar:
An Android App for Posture Analysis Using OWAS. 307-313 - Silvia Bonfanti, Angelo Gargantini, Luca Novelli:
A Mobile Application for Milano Ventilatore Meccanico: A First Prototype. 314-321 - Nils Frohwitter, Alessa Hering, Ralf Möller, Mattis Hartwig:
Evaluating the Effects of a Priori Deep Learning Image Synthesis on Multi-Modal MR-to-CT Image Registration Performance. 322-329 - Dayana Ribas, Antonio Miguel, Alfonso Ortega, Eduardo Lleida:
On the Problem of Data Availability in Automatic Voice Disorder Detection. 330-337 - Bernardo Scapini Consoli, Renata Vieira, Rafael H. Bordini:
Benchmarking the BRATECA Clinical Data Collection for Prediction Tasks. 338-345 - Haruka Kamachi, Sae Ohkubo, Anna Yokokubo, Guillaume Lopez:
Eating Habit Improvement System Using Dietary Sound. 346-353 - Roland Stenger, Sebastian Löns, Feline Hamami, Nele Sophie Brügge, Tobias Bäumer, Sebastian J. F. Fudickar:
Extended Head Pose Estimation on Synthesized Avatars for Determining the Severity of Cervical Dystonia. 354-359 - Finn Siegel, Christian Buj, Ralf Schwanbeck, Andreas Petersik, Ulrich Hoffmann, Jakob Kemper, Frank Hildebrand, Philipp Kobbe, Jörg Eschweiler, Johannes Greven, Ricarda Merfort, Christian Freimann, Astrid Schwaiger, Frerk Müller-von Aschwege:
Concept for General Improvements in the Treatment of Femoral Shaft Fractures with an Intramedullary Nail. 360-367 - Stefano Momo Loss, Lucas Cardoso, Nélio Cacho, Frederico Lopes:
Pharmaceutical Audit Trail Blockchain-Based Microservice. 368-375 - Flannagán Noonan, Juncal Nogales, Ciaran Doyle, Eilish Broderick, Joseph Walsh:
Bed Management System Development. 376-383 - Marco Alfano, John Kellett, Biagio Lenzitti, Markus Helfert:
Intelligent Provision of Tailored, Easily Understood, and Trusted Health Information for Patient Empowerment. 384-391 - Gerda Graciela Rodrigues de Oliveira, Cristiane Neri Nobre:
The Use of Machine Learning to Predict Hospitalization of Covid-19: A Case Study in the State of Minas Gerais - Brazil. 392-399 - Nicoletta Balletti, Gennaro Laudato, Rocco Oliveto:
A Gait Analysis Tool Based on Machine Learning to Support the Rehabilitation Strategy of Post-stroke Patients. 400-407 - Baptiste Chevallier, Dan Istrate, Vincent Zalc, Nicolas Vera, Christophe Labrousse:
Physiological Data Recording in VR Simulator for Sleepiness Detection During Driving. 408-415 - Rama Krishna Thelagathoti, Hesham H. Ali:
A Correlation Network Model for Analyzing Mobility Data in Depression Related Studies. 416-423 - Simone Bottoni, Alberto Trombetta, Flavio Bertini, Danilo Montesi, Francesca Bonin, Alessandra Pascale, Martin Gleize, Pierpaolo Tommasi:
GASTon: A Graph-Exploration System for Indexing, Annotating and Visualizing PubMed Articles to Enhance the Analysis of Social deTerminants of Health. 424-431 - Hyeokmin Lee, Hosang Moon, Jaehoon Kim, Jaeheui Lee, Eunghyuk Lee, Sungtaek Chung:
Analysis of Driving Behavior by Applying LDA Topic Model at Intersection Using VR Simulator. 432-438 - Sarah Pinon, Simon Jacquet, Colin Vanden Bulcke, Edouard Chatzopoulos, Xavier Lessage, Raphaël Michel:
Federated Health Recommender System. 439-444 - Ayalon Angelo de Moraes Filho, Guilherme Schreiber, Julio Alexander Sieg, Maicon Diogo Much, Vanessa de Moura Bartoski, César A. M. Marcon:
Methods to Estimate Respiratory Rate Using the Photoplethysmography Signal. 445-452 - Maicon Diogo Much, Julio Alexander Sieg, Ayalon Angelo de Moraes Filho, Vanessa de Moura Bartoski, Guilherme Schreiber, César A. M. Marcon:
LifeSeniorProfile: A Multisensor Dataset for Elderly Real-time Activity Track. 453-460 - Muhammad Sulaiman, Anne Håkansson, Randi Karlsen:
Fit-Twin: A Digital Twin of a User with Wearables and Context as Input for Health Promotion. 461-470 - Ana Dias, Sandra Duarte, Joaquim Alvarelhão, Conceição Cunha:
Perceptions on Telemedicine in Portugal During Sars-Cov-2 Pandemic: A Mixed-Methods Study. HEALTHINF 2023: 471-476 - Gaurav Rao, David W. Savage, Vijay Mago, Pawan Lingras:
A Survey on Technologies Used During out of Hospital Cardiac Arrest. 477-488 - Linda Büker, Dennis Bussenius, Eva Schobert, Andreas Hein, Sandra Hellmers:
Camera-Based Tracking and Evaluation of the Performance of a Fitness Exercise. 489-496 - Kotone Sakiyama, Yukie Majima, Seiko Masuda:
Development of Learning System to Support for Passing Steps of Wheelchair. 497-501 - Ayame Inoue, Yukie Majima, Seiko Masuda, Takeshi Matsuda:
Effectiveness of Reflexology for Premenstrual Syndrome (PMS) and Other Health Difficulties Specific to Women. 502-506 - Nicolás Araya, Javier Gomez, Germán Montoro:
A Profile Recognition System Based on Emotions for Children with ASD in an Interactive Museum Visit. 507-513 - Leon Griesch, Kurt Sandkuhl:
Improvement Potential of Business Models and Usability of Fitness Apps: Results of Expert Interviews and a User Study. 514-521 - Huyen Hoang Nhung, Zilu Liang:
Contrast Set Mining for Actionable Insights into Associations Between Sleep and Glucose in a Normoglycemic Population. 522-529 - Joep Wegstapel, Thymen den Hartog, Mick Sneekes, Bart Staal, Ellis van der Scheer-Horst, Sandra van Dulmen, Sjaak Brinkkemper:
Automated Identification of Yellow Flags and Their Signal Terms in Physiotherapeutic Consultation Transcripts. 530-537 - Vijay Kumar, Vatsal Agrawal, Shorya Azad, Kolin Paul:
Deep Learning Assisted Plus Disease Screening of Retinal Image of Infants. 538-545 - Vita Santa Barletta, Miriana Calvano, Antonio Curci, Antonio Piccinno:
A Protocol to Assess Usability and Feasibility of e-SpeechT, a Web-based System Supporting Speech Therapies. 546-553 - Katarina Trojachanec Dineva, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska, Alzheimer's Disease Neuroimaging Initiative:
A Multi-Modality Approach to Medical Case Retrieval for Alzheimer's Disease. 554-561
Workshop on Best Practices for Scaling-Up Digital Innovations in Healthcare
- Angelina Schmidt, Dimitri Kraft, Fabienne Lambusch, Michael Fellmann:
User-Perception of a Webcam-Based Intervention System for Healthy Habits at Computer Workstations. 567-580 - Arya Kadakia, Sarah Masud Preum, Andrew R. Bohm, Karen L. Fortuna:
Investigating the Fidelity of Digital Peer Support: A Preliminary Approach using Natural Language Processing to Scale High-Fidelity Digital Peer Support. 581-592 - Ana Martins, Isabel L. Nunes, Luís Velez Lapão, Ana Londral:
Designing a Digital Personal Coach to Promote a Healthy Diet and Physical Activity Among Patients After Cardiothoracic Surgery. 595-602 - Marc-Robin Gruener, Jessica Rebecca Helbling, Hyungmin Koh, Victoire Stalder, Tobias Kowatsch:
Top-Funded Digital Health Companies Offering Services for Type-1 Diabetes Patients: Business Models and Scalability Considerations. 603-608 - Wasu Mekniran, Tobias Kowatsch:
Scalable Business Models in Digital Healthy Longevity: Lessons from Top-Funded Digital Health Companies in 2022. 609-615 - Tim Leistner, Tobias Kowatsch:
Digital Therapeutics for Healthy Longevity: A Roadmap. 616-622
Special Session on Machine Learning and Deep Learning for Preventive Healthcare and Clinical Decision Support
- Mutahira Khalid, Asim Abbas, Hassan Sajjad, Hassan Ali Khattak, Tahir Hameed, Syed Ahmad Chan Bukhari:
Knowledge Graph Based Trustworthy Medical Code Recommendations. 627-637 - Asim Abbas, Steve Fonin Mbouadeu, Tahir Hameed, Syed Ahmad Chan Bukhari:
Personalized Semantic Annotation Recommendations on Biomedical Content Through an Expanded Socio-Technical Approach. 638-648 - Tahir Hameed, Haris Jamal Khan, Saad Khan, Mutahira Khalid, Asim Abbas, Syed Ahmad Chan Bukhari:
An NLP-Enhanced Approach to Test Comorbidities Risk Scoring Based on Unstructured Health Data for Hospital Readmissions Prediction. 649-659 - Camilla Scapicchio, Elena Ballante, Francesca Brero, Raffaella Fiamma Cabini, Andrea Chincarini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesca Lizzi, Ian Postuma, Alessandra Retico:
Integration of a Deep Learning-Based Module for the Quantification of Imaging Features into the Filling-in Process of the Radiological Structured Report. 663-670 - Ömer Kaan Karahan, Yasin Ulukus, Çigdem Eroglu Erdem:
A Convolutional Neural Network Model for Prediction of ICU Performance Metrics: Time Series and Image Transformation Approaches. 671-679 - Monira Mahmoud, Mohamed Bader, James McNicholas:
Short-Term and Long-Term Readmission Prediction in Uncontrolled Diabetic Patients using Machine Learning Techniques. 680-688 - Haadia Amjad, Mohammad Shehroz Ashraf, Syed Zoraiz Ali Sherazi, Saad Khan, Muhammad Moazam Fraz, Tahir Hameed, Syed Ahmad Chan Bukhari:
Attention-Based Explainability Approaches in Healthcare Natural Language Processing. 689-696
Special Session on Wearable HealthCare
- Raul Kaizer, Leonardo Sestrem, Tiago Franco, João Gonçalves, João Paulo Teixeira, José Lima, José Augusto Carvalho, Paulo Leitão:
Data Acquisition System for a Wearable-Based Fall Prevention. 701-710 - Hui Liu, Tingting Xue, Tanja Schultz:
On a Real Real-Time Wearable Human Activity Recognition System. 711-720 - João Petersen, Vítor H. Carvalho, João Tiago Oliveira, Eva Oliveira:
A Serious Game Development and Usability Test for Blood Phobia Treatment - PHOBOS. 723-728
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