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ORCID13th BIOSTEC HEALTHINF 2020: Valletta, Malta
- Federico Cabitza, Ana L. N. Fred, Hugo Gamboa:
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020) - Volume 5: HEALTHINF, Valletta, Malta, February 24-26, 2020. SCITEPRESS 2020, ISBN 978-989-758-398-8
Invited Speakers
- Roy A. Ruddle:
Visualizing Health Data - From Fundamental Research to Successful Applications. BIOSTEC 2020: 5 - Helena Canhão:
Patient Innovation - When Patients Innovate and Improve Their Lives. BIOSTEC 2020: 7 - Eduardo Aguilar, Bhalaji Nagarajan
, Rupali Khatun, Marc Bolaños, Petia Radeva:
Uncertainty Modeling and Deep Learning Applied to Food Image Analysis. 9-16 - Andreas Holzinger:
Towards Robust Machine Learning in the Medical Domain. BIOSTEC 2020: 17
Papers
- Waqar Haque, Jordan Oliver, Sonal Bajaj, Navjot Kaur:
A Hybrid Visual Analytics Framework to Evaluate Trauma Incidences and Enhance Patient Care. 23-33 - Omar Alobaid, Lakshmish Ramaswamy:
A Feature-based Approach for Identifying Soccer Moves using an Accelerometer Sensor. 34-44 - Mahbub Ul Alam, Aron Henriksson, John Karlsson Valik, Logan Morgan Ward, Pontus Nauclér, Hercules Dalianis:
Deep Learning from Heterogeneous Sequences of Sparse Medical Data for Early Prediction of Sepsis. 45-55 - Zhuqing Zhong, Aijing Luo, Wenzhao Xie, Siqing Ding, Shuangjiao Shi, Yinglong Duan, Feng Zheng:
The Development and Psychometric Assessment of Medication Literacy Scale for Hypertensive Patients. 56-65 - Derek H. Sleeman, Kiril Kostadinov, Laura Moss, Malcolm Sim:
Resolving Differences of Opinion between Medical Experts: A Case Study with the IS-DELPHI System. 66-76 - Nadia M. Penrod, Selah F. Lynch, Jason H. Moore:
Extracting Behavioral Determinants of Health from Electronic Health Records: Classifying Yoga Mentions in the Clinic. HEALTHINF 2020: 77-82 - Lena Schmidt, Julie Weeds, Julian P. T. Higgins:
Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks. 83-94 - Jon Kerexeta, Jordi Torres, Naiara Muro, Kristin Rebescher, Nekane Larburu:
Adaptative Clinical Decision Support System using Machine Learning and Authoring Tools. 95-105 - Aurora Sucre, Raquel Pazos, Niels-Christian Reichardt, Alba Garín-Muga:
SugarArray: A User-centred-designed Platform for the Analysis of Lectin and Glycan Microarrays. 106-116 - Wendy Oude Nijeweme d'Hollosy, Lex van Velsen, Mannes Poel, Catharina G. M. Groothuis-Oudshoorn, Remko Soer, Patrick Stegeman, Hermie Hermens:
Applying Machine Learning on Patient-Reported Data to Model the Selection of Appropriate Treatments for Low Back Pain: A Pilot Study. 117-124 - Muneef Alshammari, Owen Doody, Ita Richardson:
Health Information Systems for Clients with Mild Intellectual and Developmental Disability: A Framework. 125-132 - Bastian Wollschlaeger, Elke Eichenberg, Klaus Kabitzsch:
Explain Yourself: A Semantic Annotation Framework to Facilitate Tagging of Semantic Information in Health Smart Homes. 133-144 - Ying-Chi Lin, Victor Christen, Anika Groß, Toralf Kirsten, Silvio Domingos Cardoso, Cédric Pruski, Marcos Da Silveira, Erhard Rahm:
Evaluating Cross-lingual Semantic Annotation for Medical Forms. 145-155 - Gennaro Laudato, Franco Boldi, Angela Rita Colavita, Giovanni Rosa, Simone Scalabrino, Paolo Torchitti, Aldo Lazich, Rocco Oliveto:
Combining Rhythmic and Morphological ECG Features for Automatic Detection of Atrial Fibrillation. 156-165 - Alexander Gabel, Funda Ertas, Michael Pleger, Ina Schiering, Sandra Verena Müller:
Privacy-preserving Metrics for an mHealth App in the Context of Neuropsychological Studies. 166-177 - Karina Kanjaria, Anup Pillai, Chaitanya Shivade, Marina Bendersky, Vandana V. Mukherjee, Tanveer F. Syeda-Mahmood:
Receptivity of an AI Cognitive Assistant by the Radiology Community: A Report on Data Collected at RSNA. 178-186 - Dong Wang, Julie Weeds, Ian Comley:
Improving Mental Health using Machine Learning to Assist Humans in the Moderation of Forum Posts. 187-197 - Gennaro Laudato, Giovanni Rosa, Simone Scalabrino, Jonathan Simeone, Francesco Picariello, Ioan Tudosa, Luca De Vito, Franco Boldi, Paolo Torchitti, Riccardo Ceccarelli, Fabrizio Picariello, Luca Torricelli, Aldo Lazich, Rocco Oliveto:
MIPHAS: Military Performances and Health Analysis System. 198-207 - Gorjan Popovski, Gordana Ispirova, Nina Hadzi-Kotarova, Eva Valencic, Tome Eftimov, Barbara Korousic-Seljak:
Food Data Integration by using Heuristics based on Lexical and Semantic Similarities. 208-216 - Martin Cervenka, Josef Kohout:
Fast and Realistic Approach to Virtual Muscle Deformation. 217-227 - Erin Teeple, Caitlin Kuhlman, Brandon Werner, Randy C. Paffenroth, Elke A. Rundensteiner:
Air Quality and Cause-specific Mortality in the United States: Association Analysis by Regression and CCA for 1980-2014. 228-236 - Anthony Stell, Vedant Chauhan, Richard O. Sinnott:
Secure Audit in Support of an Adrenal Cancer Registry. 237-248 - Sarah Craig:
Using a Self-Assessment Tool (SAT) to Review National Health Information Systems in Ireland. 249-253 - João Rafael Almeida, João Figueira Silva, Alejandro Pazos Sierra, Sérgio Matos, José Luís Oliveira:
Enhancing Decision-making Systems with Relevant Patient Information by Leveraging Clinical Notes. 254-262 - Tiago Filipe Bravo Fernandes, André Vasconcelos:
A User Centred Approach in the Implementation of Mobile Marketing in Health Applications. 263-272 - Christoffer Olling Back, Areti Manataki, Ewen M. Harrison:
Mining Patient Flow Patterns in a Surgical Ward. 273-283 - Archit Jain, Takumi Kondo, Haruka Kamachi, Anna Yokokubo, Guillaume Lopez:
Detailed Classification of Meal-related Activities from Eating Sound Collected in Free Living Conditions. 284-291 - Sonal Bajaj, Waqar Haque:
Advanced Analytics to Predict Survivability of Breast Cancer Patients. 295-302 - Luigi Lella, Sergio Piersantelli:
A Novel Blockchain based Platform to Support Chronic Care Model Information Management. 303-309 - Sebastian Unger, Cony Theis, Thomas Ostermann:
Examination of Interpersonal Attachment with the Help of a Digital Tablet Application: A Proof of Concept Study. 310-315 - Thomas Ostermann, Sibylle Robens, Petra Heymann, Sebastian Unger, Stephan Müller, Christoph Laske, Ulrich Elbing:
Analysis of the Use of Colour for Early Detection of Dementia. 316-320 - José Alberto Benítez-Andrades, Marta Martínez-Martínez, Isaías García-Rodríguez, Carmen Benavides, Carlos Fernández-San-Juan, Pilar Marqués-Sánchez:
A Responsive Web Application for the Improvement of Healthy Habits in the Child Population. 321-328 - Jane Moloney, Raja Manzar Abbas, Sarah Beecham, Bilal Ahmad, Ita Richardson:
Challenges and Opportunities for Caregiving through Information and Communication Technology. 329-336 - Touria El Idrissi, Ali Idri, Ilham Kadi, Zohra Bakkoury:
Strategies of Multi-Step-ahead Forecasting for Blood Glucose Level using LSTM Neural Networks: A Comparative Study. 337-344 - Reinhard Schuster, Marc Heidbreder, Timo Emcke, Martin Schuster:
Interrelations between Drug Prescriptions and Diagnoses for SHI Diabetes Patients using Graph Theoretic Methods and a Markov Model. 345-352 - Vera Ries, Klaus-Peter Thiele, Martin Schuster, Reinhard Schuster:
IT-structures and Algorithms for Quality Assurance in the Health Insurance Medical Advisory Service Institutions in Germany. 353-360 - Don Roosan, Mazharul Karim, Jay Chok, Moom R. Roosan:
Operationalizing Healthcare Big Data in the Electronic Health Records using a Heatmap Visualization Technique. 361-368 - Shaika Chowdhury, Chenwei Zhang, Philip S. Yu, Yuan Luo:
Med2Meta: Learning Representations of Medical Concepts with Meta-embeddings. 369-376 - S. D. Sreeganga, Susanna G. Mitra, Arkalgud Ramaprasad:
Architecture of a Learning Surveillance System for Malaria Elimination in India. 377-382 - Viktor Mikhael M. Dela Cruz, Christian E. Pulmano, Maria Regina Justina E. Estuar:
Towards an On-line Handwriting Recognition Interface for Health Service Providers using Electronic Medical Records. 383-390 - Houda Benhar, Ali Idri, Mohamed Hosni:
Impact of Threshold Values for Filter-based Univariate Feature Selection in Heart Disease Classification. 391-398 - Erick Velazquez Godinez, Zoltán Szlávik, Selene Baez Santamaría, Robert-Jan Sips:
Language Identification for Short Medical Texts. 399-406 - Andrea Corradini, Constantin Alexandru Gheoghiasa, Jesper Nordentoft:
Creating Patient Decision Aid Tools. 407-412 - Alba Garín-Muga, Aurora Sucre, Jordi Torres, Jon Kerexeta:
VisualMLTCGA: An Easy-to-Use Web Tool for the Visualization, Processing and Classification of Clinical and Genomic TCGA Data. 413-420 - Esra Zihni, Vince Istvan Madai, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, John D. Kelleher, Dietmar Frey, Michelle Livne:
Multimodal Fusion Strategies for Outcome Prediction in Stroke. HEALTHINF 2020: 421-428 - Miriam Allalouf, Avi Cohen, Lea Cohen Sabban, Ayelet Dassa, Sagi Marciano, Stella Melnitzer Beris:
Music Recommendation System for Old People with Dementia and Other Age-related Conditions. 429-437 - Hannelore Strauven, Ine D'haeseleer, Kristof T'Jonck, Hans Hallez, Vero Vanden Abeele, Pieter Crombez, Bart Vanrumste:
Towards an Ambient Support System for Continence Management in Nursing Homes: An Exploratory Study. 438-446 - Raja Manzar Abbas, Noel Carroll, Ita Richardson:
A Patient's Perspective on Decision-making for the Adoption of Digital Care Pathways. 447-454 - Pedro Nunes, Rui Jesus, Rui Lebre, Carlos Costa:
Data and Sessions Management in a Telepathology Platform. 455-462 - Andrew Alunyu Egwar, Richard Ssekibuule, Josephine Nabukenya:
Status of Resources for Information Technology to Support Health Information Exchange in Resource-constrained Settings. 463-471 - Sina Namaki Araghi, Franck Fontanili, Elyes Lamine, Nicolas Salatgé, Frédérick Bénaben:
Interpretation of Patients' Location Data to Support the Application of Process Mining Notations. 472-481 - Tim Schilling, Mojtaba Soltanlou, Yeshwanth Seshadri, Hans-Christoph Nuerk, Hamed Bahmani:
Blue Light and Melanopsin Contribution to the Pupil Constriction in the Blind-spot, Parafovea and Periphery. 482-489 - Andrea Seveso, Valentina Bozzetti, Paolo Tagliabue, Maria Luisa Ventura, Federico Cabitza:
Developing a Machine Learning Model for Predicting Postnatal Growth in Very Low Birth Weight Infants. 490-497 - Rafika Thabet, Amine Boufaied, Elyes Lamine, Dominik Bork, Ouajdi Korbaa, Hervé Pingaud:
AdoBPRIM: Towards a New Healthcare Risk-aware Business Process Management Tool. 498-505 - Rubina Lakhani, Benjamin Eze, Liam Peyton:
Applying Agile Principles to Collaborative Healthcare Teams. 506-513 - Mana Azarm, Craig E. Kuziemsky, Liam Peyton:
A Framework for System-level Health Data Sharing. 514-521 - Mohammad Raahemi, Benjamin Eze, Cléo Mavriplis, Liam Peyton:
A Rule-based Content Management Framework for Effective Development of Intelligent Mobile Apps in Healthcare. 522-529 - Inga Freire Saboia, Ana Margarida Pisco Almeida, Pedro Sousa, Cláudia Pernencar:
Dietitians and Nutritionists Behaviour on Social Media: A Scoping Literature Review. 530-538 - Liliana Sá-Correia, Manuel Eduardo Correia, Ricardo Cruz-Correia:
Illegitimate HIS Access by Healthcare Professionals Detection System Applying an Audit Trail-based Model. 539-546 - Bonnie S. Urquhart, Waqar Haque:
A Process Reference Model for Enhanced Medication Management. 547-554 - Cátia Santos-Pereira, Alexandre B. Augusto, José Castanheira, Tiago Morais, Ricardo Correia:
Are the Healthcare Institutions Ready to Comply with Data Traceability Required by GDPR? A Case Study in a Portuguese Healthcare Organization. 555-562 - Aarathi Prasad, Matthew Clark, Ha Linh Nguyen, Rubén Ruiz, Emily Xiao:
Analyzing Privacy Practices of Existing mHealth Apps. 563-570 - Haifeng Xu, Jianfei Pang, Xi Yang, Jinghui Yu, Huajian Mao, Dongsheng Zhao:
A Case Study of Conformance Checking for Diagnosis and Treatment of Ischemic Stroke based on Clinical Guidelines. HEALTHINF 2020: 571-578 - Sandra Hellmers, Lianying Peng, Sandra Lau, Rebecca Diekmann, Lena Elgert, Jürgen M. Bauer, Andreas Hein, Sebastian J. F. Fudickar:
Activity Scores of Older Adults based on Inertial Measurement Unit Data in Everyday Life. 579-585 - Vincenza Carchiolo, Alessandro Longheu, Simone Tinella, Salvo Ferrara, Nicolò Savalli:
Data Collection via Wearable Medical Devices for Mobile Health. 586-592 - Nidal Drissi, Sofia Ouhbi, José A. García-Berná, Mohammed Abdou Janati Idrissi, Mounir Ghogho:
Sensor-based Solutions for Mental Healthcare: A Systematic Literature Review. 593-600 - João Rafael Almeida, Pedro Freire, Olga Fajarda, José Luís Oliveira:
A Computational Platform for Heart Failure Cases Research. 601-608 - Rebecca A. Meehan:
The Need to Optimize the Electronic Health Record: Usability Issues in Legacy Systems Can Compromise Patient Safety. 609-613 - Mehdi Mekni, David Haynes:
Smart Community Health: A Comprehensive Community Resource Recommendation Platform. 614-624 - Mariem Chaari, Mariem Abid, Youssef Ouakrim, Mariam Lahami, Neila Mezghani:
A Mobile Application for Physical Activity Recognition using Acceleration Data from Wearable Sensors for Cardiac Rehabilitation. 625-632 - Zilu Liang, Mario Alberto Chapa Martell:
A Two-stage Imbalanced Learning Method for Sleep Stages Classification using Consumer Activity Trackers. HEALTHINF 2020: 633-640 - Tom Ulmer, Edith Maier, Ulrich Reimer:
The Myth of 10, 000 Steps: A New Approach to Smartphone-based Health Apps for Supporting Physical Activity. 641-647 - Alice Ravizza, Federico Sternini, Alice Giannini, Filippo Molinari:
Methods for Preclinical Validation of Software as a Medical Device. 648-655 - Erin Teeple, Thomas Hartvigsen, Cansu Sen, Kajal T. Claypool, Elke A. Rundensteiner:
Clinical Performance Evaluation of a Machine Learning System for Predicting Hospital-Acquired Clostridium Difficile Infection. 656-663 - Katja Orlowski, Gina Maria Gräfe, Laura Tetzlaff, Thomas Schrader, Eberhard Beck:
Individualized Computer-based Training for Elderly in Nursing Homes: A Pilot Study. 664-669 - Luca Anselma, Mirko Di Lascio, Antonio Lieto, Alessandro Mazzei:
Adopting the Mediterranean Diet Score in a Diet Management System. 670-676 - Eduardo Esteves, Igor Cruz, Ana Cristina Esteves, Marlene Barros, Nuno Rosa:
SalivaPrint as a Non-invasive Diagnostic Tool. 677-682 - Michael Dück, Eberhard Beck:
Prototypical Implementation of a Decision-supporting System for Operative Breast Cancer Therapy. 683-686 - Kazuma Mihara, Takeshi Matsuda, Yukie Majima, Seiko Masuda, Masanori Akiyoshi, Kenji Adachi, Naoki Taira:
Analysis of Gaze Trajectory and Skin Extension Pressure Data in Blood Collection Technology. 687-692 - Ozgur Bolat, Nalan Gulenc, Elife Ozkan, Nuran Aydin, Ilker Kose:
The Effects of a Nursing Care Plan Incorporated with a Decision Support System on Ventilator Associated Pneumonia: A Case Study. 693-698 - Naoki Taira, Yukie Majima, Seiko Masuda, Tsuneo Kawano, Masanori Akiyoshi, Kenji Adachi, Kazuma Mihara, Ryoma Namba:
Differences in Brain Activity of Skilled and Novice Nurses during Blood Collection. 699-704 - Guntur P. Kusuma, Samantha Sykes, Ciarán McInerney, Owen A. Johnson:
Process Mining of Disease Trajectories: A Feasibility Study. 705-712 - Pavel Mochura, Pavel Mautner:
Classification of Hand Movement in EEG using ERD/ERS and Multilayer Perceptron. 713-717 - Elisa Salvi, Irma Sterpi, Antonio Caronni, Peppino Tropea, Michela Picardi, Massimo Corbo, Giordano Lanzola, Silvana Quaglini, Lucia Sacchi:
Comparison of Models for Predicting the Risk of Falling in the Non-hospitalized Elderly and Evaluation of Their Performances on an Italian Population. 718-723 - Marco Spruit, Thomas Dedding, Daniel Vijlbrief:
Self-service Data Science for Healthcare Professionals: A Data Preparation Approach. 724-734 - Andrew Alunyu Egwar, Richard Ssekibuule, Josephine Nabukenya:
Towards Adoption of Standards for Communication Infrastructure/Technologies in Healthcare Systems in LMICs: Theories, Practice and Evaluation. 735-744 - Giovana Jaskulski Gelatti, Pedro Pereira Rodrigues, Ricardo João Cruz Correia:
Informatics as Support for Changes in Health Policy: A Case in Obstetrics. 745-749 - Roman Moucek, Klára Beránková:
Impact of Music on Human Brain Activity during Mental Stress. 750-757 - Noel Carroll, Ita Richardson, Raja Manzar Abbas:
"The Algorithm Will See You Now": Exploring the Implications of Algorithmic Decision-making in Connected Health. 758-765 - Lorenzo Strigini, Marwa Gadala:
Human Factors Standards and the Hard Human Factor Problems: Observations on Medical Usability Standards. 766-773 - Abhijat Chaturvedi, Siddharth Srivastava, Astha Rai, Amarjeet Singh Cheema:
A Hybrid Approach to Develop and Integrate Chatbot in Health Informatics Systems. 774-781
Workshop on Best Practices for Scaling-Up Digital Innovations in Healthcare
- Stefanie Kaczmarek, Martin Benedict, Marcel Susky:
The Nature of Digital Innovation and What Can Be Learned for Information Systems Management. 787-797 - Joseph Ollier, Tobias Kowatsch:
The Doctor Will See Yourself Now: Review and Discussion of a Mass-market Self-service Technology for Medical Advice. 798-807 - Lena Otto:
IT-Governance in Integrated Care: A Risk-centred Examination in Germany. 808-817 - Salomé Azevedo, Ana Rita Londral:
Digital Innovation in Outpatient Healthcare Delivery Services: A Common Methodology to Introduce IoT Technologies in Two Use-cases. 821-826 - Gisbert W. Teepe, Tobias Kowatsch:
Swiss Francs Seem to Make Insured Move: Comparing Daily and Monthly Financial Incentives of a Scalable Digital Health Intervention. 827-833
Special Session on Machine Learning and Deep Learning Improve Preventive and Personalized Healthcare
- Melkamu Hunegnaw Asmare, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste:
Automated Rheumatic Heart Disease Detection from Phonocardiogram in Cardiology Ward. 839-844 - Yuri Almeida, Manisha Sanjay Sirsat, Sergi Bermúdez i Badia, Eduardo Fermé:
AI-Rehab: A Framework for AI Driven Neurorehabilitation Training - The Profiling Challenge. 845-853 - Neelesh Rastogi, Fazel Keshtkar:
Using BERT and Semantic Patterns to Analyze Disease Outbreak Context over Social Network Data. 854-863 - Tahir Hameed, Syed Ahmad Chan Bukhari:
Predicting 30-days All-cause Hospital Readmissions Considering Discharge-to-alternate-care-facilities. 864-873
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