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17th BIOSTEC 2024: Rome, Italy - Volume 2: HEALTHINF
- Hannes Schlieter, Ana Fred, Hugo Gamboa:
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2024, Volume 2, Rome, Italy, February 21-23, 2024. SCITEPRESS 2024, ISBN 978-989-758-688-0
Invited Speakers
- Norbert Noury:
Connected Sensors for Health and Autonomy. BIOSTEC 2024: 5 - Anna Maria Bianchi:
From Models to Knowledge: Fusing Multimodal Information from Physiological Data. BIOSTEC 2024: 7 - Robert Turner:
The Three Worlds of MRI. 9-15 - Juan Carlos Augusto:
The Role of Sensing for Health and Well-Being. BIOSTEC 2024: 17
Papers
- Lorena Pujante-Otalora
, Manuel Campos, Jose M. Juarez, Maria-Esther Vidal:
Comparison Between Graph Databases and RDF Engines for Modelling Epidemiological Investigation of Nosocomial Infections. 23-36 - Daniel Hijosa-Guzmán, María Teresa Jurado-Camino, Pablo de Miguel-Bohoyo, Inmaculada Mora-Jiménez:
Sequential Networks for Predicting the Clinical Risk of Chronic Patients Using Drug Dispensation. 37-44 - Zhe Wang, Anthony Stell, Jean Paul Vera Soto
e-Consent in Biomedical Research Registries: A GDPR-Compliant Approach Explored in the Context of the Australasian Diabetes Data Network. 45-55 - Diogo Miranda, Luis E. Zárate, Mark A. J. Song:
Application of Formal Concept Analysis to Characterize Driving Behaviors and Socio-Cultural Factors Related to Driving. 56-62 - Bilal Maqbool, Farzaneh Karegar, Sebastian Herold:
A Survey on Usability Evaluation in Digital Health and Potential Efficiency Issues. 63-76 - Abderrahim Oussama Batouche
Synergizing Data Imputation and Electronic Health Records for Advancing Prostate Cancer Research: Challenges, and Practical Applications. 77-86 - Yousra El Alaoui, Regina Padmanabhan, Adel Elomri, Halima El Omri, Abdelfatteh El Omri:
Leveraging Artificial Intelligence for Improved Hematologic Cancer Care: Early Diagnosis and Complications' Prediction. 87-90 - Eduardo H. S. Paraíso, Ariane C. B. da Silva, Cristiane Neri Nobre:
Underdiagnosed Depression in Older Adults: Analysis of the National Health Survey and Other Aggregate Factors. 91-102 - Chaoyue Sun, Yiyang Liu, Christina Parisi, Rebecca Fisk-Hoffman, Marco Salemi, Ruogu Fang, Brandi Danforth, Mattia Prosperi, Simone Marini:
Learning on Forecasting HIV Epidemic Based on Individuals' Contact Networks. BIOSTEC (2) 2024: 103-111 - Maradona C. Gatara, Mjumo Mzyece, Sijo J. Parekattil:
The Beyond 5G (B5G) Era of Next-Generation Digital Networks: Preliminary Study of a Task-Technology Fit (TTF) Model for Remote Robotic Surgery Applications. BIOSTEC (2) 2024: 112-122 - Sébastien Jodogne:
Setting a PACS on FHIR. 123-131 - Finn Siegel, Christian Buj, Ricarda Merfort, Andreas Hein, Frerk Müller-von Aschwege:
Evaluating the Viability of Neural Networks for Analysing Electromyography Data in Home Rehabilitation: Estimating Foot Progression Angle. 132-141 - Maleyka Seyidova, Jasmin Henze, Arne Pelzer
Comparison of Different Data Augmentation Techniques for Improving Epileptic Seizure Detection Based on 3D Acceleration, Heart Rate and Temperature Data. 142-153 - Daphne van Zandvoort, Laura Wiersema, Tom Huibers, Sandra van Dulmen, Sjaak Brinkkemper:
Enhancing Summarization Performance Through Transformer-Based Prompt Engineering in Automated Medical Reporting. 154-165 - Ekaterina Uetova, Lucy Hederman, Dympna O'Sullivan, Robert Ross, Marily A. Oppezzo:
Chatting for Change: Insights into and Directions for Using Online Peer Support Groups to Interrupt Prolonged Workplace Sitting. 166-174 - Mattis Hartwig, Simon Schiff, Sebastian Wolfrum, Ralf Möller:
Aggregating Predicted Individual Hospital Length of Stay to Predict Bed Occupancy for Hospitals. BIOSTEC (2) 2024: 175-184 - Sebastian Unger
Observational Study of a Digital Application to Detect Attachment in Dyads Using Markov Chains. 185-193 - Rens Kievit, Abdullahi Abubakar Kawu, Mirjam van Reisen, Dympna O'Sullivan, Lucy Hederman:
Exploring the Design of Low-End Technology to Increase Patient Connectivity to Electronic Health Records. BIOSTEC (2) 2024: 194-200 - Roland Stenger, Rica Schulze, Sebastian Löns, Tobias Bäumer, Sebastian J. F. Fudickar:
Android App for Symptomatic Monitoring of Cervical Dystonia: Design and Usability Study. 201-207 - Liliya Makhmutova, Giancarlo D. Salton, Fernando Pérez-Téllez, Robert J. Ross:
Automated Medical Text Simplification for Enhanced Patient Access. 208-218 - Chiara Natali, Andrea Campagner, Federico Cabitza:
Answering the Call to Go Beyond Accuracy: An Online Tool for the Multidimensional Assessment of Decision Support Systems. 219-229 - Thure Georg Weimann, Carola Gißke:
Unleashing the Potential of Reinforcement Learning for Personalizing Behavioral Transformations with Digital Therapeutics: A Systematic Literature Review. 230-245 - Gabriele Santangelo, Giovanna Nicora, Riccardo Bellazzi, Arianna Dagliati:
SynthCheck: A Dashboard for Synthetic Data Quality Assessment. 246-256 - Maryam Khoshkhooy Titkanlou, Ehsan Monjezi, Roman Moucek:
A Type of EEG-ITNet for Motor Imagery EEG Signal Classification. 257-262 - Wadduwage Shanika Perera
Melanoma Classification Through Deep Ensemble Learning and Explainable AI. 263-274 - Laiene Azkue, Jon Kerexeta, Jorge Sampedro, Moisés Espejo, Nekane Larburu:
Predictive Models of Ward Admissions from the Emergency Department. 277-284 - Yousuf Al-Hakim, Kosmas Dragos, Kay Smarsly, Silvio Beier, Claudia Klümper:
Design and Implementation of a Software System for Surveillance of Antibiotics Concentrations in Wastewater. 285-292 - Thiago H. C. Oliveira, Mark A. J. Song, Luis E. Zárate:
Triadic Rules for Analysis of Productive and Well-Being Social in Activity-Based Working Environments. 293-299 - Navya Martin Kollapally, James Geller:
Hyperparameter Optimization Using Genetic Algorithm for Extracting Social Determinants of Health Text. 300-307 - Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, José M. Juárez:
Spatial-Temporal Visualization Tool for Hospital Support for Infection Spread and Outbreaks. 308-314 - Takayuki Miura, Eizen Kimura, Atsunori Ichikawa, Masanobu Kii, Juko Yamamoto:
Evaluating Synthetic Data Generation Techniques for Medical Dataset. 315-322 - Lincoln A. N. Coutinho, Mark A. J. Song, Luis E. Zárate:
Longitudinal Data Analysis Based on Triadic Rules to Describe of the Psychological Reactions During COVID 19 Pandemic. 323-329 - E. Pattyn, E. Vergaelen, Erika Lutin, Ruud van Stiphout, H. Davidoff, Walter De Raedt, Chris Van Hoof:
Monitoring Pain in Patients with Chronic Pain with a Wearable Wristband in Daily Life: A Pilot Study. 330-339 - Natasha Sahare, Patricio Fuentealba, Rutuja Salvi, Anja Burmann
GAN-Based Data Augmentation for Improving Biometric Authentication Using CWT Images of Blood Flow Sounds. 340-345 - Antonio Lopez-Martinez-Carrasco
A Methodology Based on Subgroup Discovery to Generate Reduced Subgroup Sets for Patient Phenotyping. 346-353 - Clécio Elias Silva E. Silva, Me. Salomão Machado Mafalda, Emili Silva Bezerra
Comparision Through Architectures of Semantic Segmentation in Breast Ultrasound Images Across Differents Input Data Dimensions. 354-361 - Andrea Bombarda
An Android App for Training New Doctors in Mechanical Ventilation. 362-369 - Flannagán Noonan, Michelle Hanlon, Juncal Nogales, Ciaran Doyle, Eilish Broderick, Joseph Walsh:
Bed Management System Implementation: Experimental Study. 370-377 - Majed Hadid, Adel Elomri, Regina Padmanabhan:
Leveraging Health Informatics to Enhance Outpatient Chemotherapy Operations Management. 378-384 - Caibe A. Pereira, Rômulo C. R. Peixoto, Manuella P. Kaster, Mateus Grellert, Jônata Tyska Carvalho
Using Data Mining Techniques to Understand Patterns of Suicide and Reattempt Rates in Southern Brazil. 385-392 - Laura Teresa Martínez-Marquina, María Teresa Jurado-Camino, Isabel Caballero-López-Fando, Inmaculada Mora-Jiménez:
Naïve Bayes as a Probabilistic Tool for Monitoring the Health Status of Chronic Patients. 393-403 - Ariane C. B. da Silva, Maycoln L. M. Teodoro, Cristiane Neri Nobre:
Improving the Instance Selection Method for Better Detection of Depression in Children and Adolescents. 404-411 - Reinhard Schuster, Timo Emcke, Vera Ries, Eva von Arnstedt, Mareike Burmester:
Antibiotic Prescriptions Before, During and after the Corona Pandemic in Schleswig-Holstein with Prescription Data from 2017 till 2023. 412-419 - Natalia Silvis-Cividjian, Yijing Zhou, Anastasia Sarchosoglou, Evangelos Pappas:
i-SART: An Intelligent Assistant for Safety Analysis in Radiation Therapy. 420-427 - Luiz Guilherme Kasputis Zanini
Segmentation and Classification of Dental Caries in Cone Beam Tomography Images Using Machine Learning and Image Processing. 428-435 - Anthony Stell, Ernesto C. Caparo, Zhe Wang, Chenyang Wang, David Berlowitz, Mark Howard, Richard O. Sinnott, Uwe Aickelin
Identification of Patient Ventilator Asynchrony in Physiological Data Through Integrating Machine-Learning. 436-443 - Hesham Ali Behary Aboelkhir, Yousra El Alaoui, Regina Padmanabhan, Adel Elomri, Halima El Omri, Abdelfatteh El Oomri:
Unpacking the Clinical Burden of Leukemia in GCC: Implications for Patient Care. 444-449 - Nicoletta Balletti, Roberto Zinni, Marco Russodivito
Machine Learning-Based Qualitative Analysis of Human Gait Through Video Features. 450-457 - Hoor Jalo
Stroke Prehospital Decision Support Systems Based on Artificial Intelligence: Grey Literature Scoping Review. 458-465 - Silas Pereira Lima Filho, Mônica Ferreira da Silva, Jonice Oliveira:
A Systematic Analysis of Depression-Related Discourse Within Facebook: A Comparison Between Brazilian and American Communities. 466-473 - Bianca Suermann, Miguel Schulz, Klaus Brinker, Markus Weih:
Automatic Scoring of Shulman's Clock Drawing Dementia Test. 474-481 - Ludmila B. S. Nascimento, Marcelo de Sousa Balbino, Maycoln L. M. Teodoro, Cristiane Neri Nobre:
Assessment of the Relationship Between Attribute Coding and the Interpretability of Machine Learning Models: An Analysis in the Context of Children and Adolescents with Depression. 482-489 - Elena Cardillo, Maria Teresa Chiaravalloti, Erika Pasceri:
Covid-19 Impact on Standard Coding Systems Update. 490-497 - Mahshad Koohi H. Dehkordi, Navya Martin Kollapally, Yehoshua Perl, James Geller, Fadi P. Deek, Hao Liu, Vipina Kuttichi Keloth, Gai Elhanan, Andrew J. Einstein:
Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining. 498-505 - Harry H. Beyel, Marlo Verket
Process-Aware Analysis of Treatment Paths in Heart Failure Patients: A Case Study. 506-515 - Camelia Maleki, Frederik Gailly:
Exploring the Power of Triple Crown Process Modeling in Healthcare: Sepsis Case. 516-528 - Rosaline Barendregt, Yngve Lamo, Barbara Wasson:
Improving Self-Report Diaries: A Respondent-Centric Design Approach. 529-536 - Alessio Bottrighi, Elisa Gandini, Stefano Nera, Luca Piovesan, Erica Raina, Paolo Terenziani:
Business Intelligence Enhancements to EDC for Clinical Trial Management. 537-544 - Nicoletta Balletti, Antonella Cascitelli, Patrizia Gabrieli, Aldo Lazich, Gianluca Maria Marcilli, Marco Notarantonio, Rocco Oliveto, Daniela Scognamiglio:
2ViTA-B Cognitive: A Virtual Assistant for Cognitive Rehabilitation. 545-553 - Navya Martin Kollapally, James Geller:
Safeguarding Ethical AI: Detecting Potentially Sensitive Data Re-Identification and Generation of Misleading or Abusive Content from Quantized Large Language Models. 554-561 - Sara Khan, Walaa N. Ismail, Shada Alsalamah, Ebtesam Mohamed, Hessah A. Alsalamah:
The Impact of Class Weight Optimization on Improving Machine Learning Outcomes in Identifying COVID-19 Specific ECG Patterns. 562-567 - Vita Santa Barletta, Miriana Calvano, Antonio Curci, Alessandro Pagano
Evaluation of "Speech System" and "Skill": An Interaction Paradigm for Speech Therapy. 568-576 - Lotte Geys, Liesbet M. Peeters:
Strategic Oversight Across Real-World Health Data Initiatives in a Complex Health Data Space: A Call for Collective Responsibility. 577-584 - Wouter Faber, Renske Eline Bootsma, Tom Huibers, Sandra van Dulmen, Sjaak Brinkkemper:
Comparative Experimentation of Accuracy Metrics in Automated Medical Reporting: The Case of Otitis Consultations. 585-594 - Bilal Maqbool, Laoa Jalal, Sebastian Herold:
Towards Using Synthetic User Interaction Data in Digital Healthcare Usability Evaluation. 595-603 - Scott McLachlan, Bridget J. Daley, Sam Saidi, Evangelia Kyrimi, Kudakwashe Dube, Crina Grossan, Martin Neil, Louise Rose, Norman E. Fenton:
Approach and Method for Bayesian Network Modelling: The Case for Pregnancy Outcomes in England and Wales. 604-612 - Sandra Hellmers, Tobias Krahn, Martina Hasseler, Andreas Hein:
A Concept for Daily Assessments During Nutrition Intake: Integrating Technology in the Nursing Process. 613-619 - José A. García-Berná, Sofia Ouhbi
An Empirical Analysis of Undergraduate Information Systems Security Behaviors. 620-627 - Anne Grohnert, Michael John, Benny Häusler, Christian Giertz, Mirko Wolschke, Jana Liebach, Rona Reibis, Anne Klemmer, Lisa Konrad, Silke Kollath, Jan C. Zoellick:
Quantified Health: A Feasibility Study on a Sensor-Based Feedback and Assistance System in Cardiology, Oncology and Orthopaedics. 628-637 - Sten Hanke, Dimitrios Giannikopoulos, Hannes Hilberger
Technology Support System and Review Process for a Decentralized Clinical Trial: Trials@Home, RADIAL DCT as Case Study. 638-645 - Matthias Maszuhn, Frerk Müller-von Aschwege, Felix Jansen, Andreas Hein, Hester Knol, David Snowdon, Michael Buschermöhle, Dominik Barth, Luisa Haag, Nadine Wohlers, Linda Rüde, Oliver Pieske:
Bridging Gaps in Fracture Rehabilitation: A Mobile Solution Proposal for Comprehensive Recovery. 646-653 - Rebecca A. Meehan, Julaine Clunis:
Evaluation of the Role of the Informatician after Changes in the Legislative Landscape of Women's Reproductive Health. 654-661 - Ayami Kiuchi, Tomoya Fujita, Hayato Yamana:
Prediction of Heart Disease Severity Using Hierarchically-Structured Machine-Learning Models with Feature Space Reduction. 662-670 - Oscar Castro
Taking Behavioral Science to the next Level: Opportunities for the Use of Ontologies to Enable Artificial Intelligence-Driven Evidence Synthesis and Prediction. 671-678 - Md. Rakibul Hasan, Md. Rafsan Jani, Md Mahmudur Rahman:
Image and Text Feature Based Multimodal Learning for Multi-Label Classification of Radiology Images in Biomedical Literature. 679-686 - Alan Klinger Sousa Alves, Bruno Motta de Carvalho:
Counting Red Blood Cells in Thin Blood Films: A Comparative Study. 687-694 - Irosh Fernando, Luke Nepia, Hoang Mai Khanh Do, Edward Holmes:
Evaluation of Orthogonal Vector Projection Method in ST Algorithm for Generating Differential Diagnoses of Chest Pain: A Pilot Study. 695-699 - Shivani Pandya, Swati Jain:
Decoding Autism Diagnosis: A Journey Towards Transparency with XAI in ML Models. 700-707 - Ourania Manta, Nikolaos Vasileiou, Olympia Giannakopoulou, Konstantinos Bromis, Ioannis N. Kouris, Maria Haritou, Lefteris Koumakis, George Spanoudakis, Irina E. Nicolae, C. Septimiu Nechifor, Miltiadis Kokkonidis, Michalis Vakalelis, Yorgos Goletsis, Maria Roumpi, Dimitrios I. Fotiadis, Heraklis Galanis, Panagiotis Dimitrakopoulos, George K. Matsopoulos, Dimitrios D. Koutsouris:
Architectural Design for Enhancing Remote Patient Monitoring in Heart Failure: A Case Study of the RETENTION Project. 708-715 - Huyen Hoang Nhung, Zilu Liang:
Apnea Hypopnea Index Estimation from Low-Granularity Overnight Oxymetry Data. 716-722 - Matías Cornejo T., Sebastián Valderrama, Eric Rojas Cordoba:
Characterization of Telemedicine Patients to Discover Patient Journeys Using Process Mining. BIOSTEC (2) 2024: 723-730 - Rana Imtiaz, Arshia Khan:
Perceptions of Humanoid Robots in Caregiving: A Study of Skilled Nursing Home and Long Term Care Administrators. 731-737 - Gina Rose Tongco-Rosario, Christie Sio, Jaymar Soriano:
Investigations on Anger Experience with Other Basic Emotions Using Affective Ising Model. 738-745 - Gabriela Ciortuz, Hawzhin Hozhabr Pour, Sebastian J. F. Fudickar:
Evaluating Movement and Device-Specific DeepConvLSTM Performance in Wearable-Based Human Activity Recognition. 746-753 - Prajat Paul, Mohamed Mehfoud Bouh, Ashir Ahmed:
Towards Inclusive Digital Health: An Architecture to Extract Health Information from Patients with Low-Resource Language. 754-760 - Nicolás Araya, Javier Gómez, Germán Montoro:
Creative Coding for Dance Movement Therapy in Children with Autism. 761-767 - André Dias, Tiago Dias, Eva Maia
P2DS: A Holistic Approach to Psychiatric Disease Detection in Community Pharmacies. 768-775 - Carolina Silva, Cláudia Quaresma, Raquel Silva, Sara Carvalho, Rute Costa
Com@Rehab: An Interactive and Personalised Rehabilitation Activity Based on Virtual Reality. 776-788 - José Silva, André Araújo
Are End-Users Participating in the Life Cycle of Healthcare Application Development? An Analysis of the Opportunities and Challenges of the Use of HCI Techniques in the Healthcare Sector. 789-796 - Ghaida S. Alsaab, Sarah A. Alkhodair:
Investigating the Impact of Ventilator Bundle Compliance Rates on Predicting ICU Patients with Risk for Hospital-Acquired Ventilator-Associated Pneumonia Infection in Saudi Arabia. 797-802 - Matthias Pohl, Hannah Giegold, Christian Haertel, Daniel Staegemann, Klaus Turowski:
Customer Identity Management in Health Insurance with Blockchain Technology: A Literature Review. 803-811 - Roman Moucek, Jakub Kodera, Pavel Mautner, Jaroslav Prucha:
Augmentation of Motor Imagery Data for Brain-Controlled Robot-Assisted Rehabilitation. 812-819 - Carlos Polvorinos Fernández, Luis Sigcha, Laura Pereira de Pablo, Luigi Borzì, Paulo Cardoso, Nélson Costa, Susana Costa, Juan-Manuel López-Navarro, Guillermo de Arcas, Ignacio Pavón:
Evaluation of the Performance of Wearables' Inertial Sensors for the Diagnosis of Resting Tremor in Parkinson's Disease. 820-827
Workshop on Emerging Business Models in Digital Health
- Estelle Pfitzer, Birte Jörn, Tobias Kowatsch:
Harmonizing Innovation and Regulation: Swiss Health Insurance Navigates Digital Health Technologies for Enhanced Patient Engagement. 833-837 - Dennis Vetterling, Philippe Lucarelli, Anja Y. Bischof:
Advocating for Harnessing the Power of Ecosystems in Healthcare: The Case of an Ecosystem in the Realm of Parkinson's Disease - A Position Paper. 838-845 - Odile-Florence Giger, Christopher Bensch, Tobias Kowatsch:
Transforming NCD Business Models in Switzerland: CSS Insurance Perspective. 846-851 - Wasu Mekniran
Reimagining Preventive Care and Digital Health: A Paradigm Shift in a Health Insurance's Role. 852-858 - Panitda Huynh, Erich Kruschitz, Tobias Kowatsch:
What Needs to Change to Make Digital Health Successful? The Perspective of the Austrian Healthcare Provider Mavienext. 859-864 - Laura Bitomsky, Julian Hollender, Marcia Nißen
Navigating Germany's Digital Health Ecosystem: Insights from a Health Insurance Industry Expert. 865-870 - Kai Gand, Hannes Schlieter
Implications and Perceptions of Digital Health Technologies: A Multiple Case Study on the Payers' Viewpoint. 871-878 - Bea Franziska Frese
How the Health Insurance Industry Is Uniquely Positioned to Implement Digital Health Interventions and Preventative Care Measures. 879-885 - Marcia Nißen
Unlocking the Potential of Digital Health Technologies: The Role of Health Insurance Companies in Shaping the Digital Healthcare Ecosystem. 886-893 - Alina Liebich, Livia Jacob, Tobias Kowatsch:
Aligning Strategies: How Digital Health Technologies Are Used by a Swiss Insurance Company to Foster a Sustainable Healthcare Landscape. 894-899
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