Table of Contents

• A Hybrid Visual Analytics Framework to Evaluate Trauma Incidences and Enhance Patient CareWaqar Haque, Jordan Oliver, Sonal Bajaj, Navjot Kaur. 23-33 [doi]
• A Feature-based Approach for Identifying Soccer Moves using an Accelerometer SensorOmar Alobaid, Lakshmish Ramaswamy. 34-44 [doi]
• Deep Learning from Heterogeneous Sequences of Sparse Medical Data for Early Prediction of SepsisMahbubul Alam, Aron Henriksson, John Karlsson Valik, Logan Ward, Pontus Naucler, Hercules Dalianis. 45-55 [doi]
• The Development and Psychometric Assessment of Medication Literacy Scale for Hypertensive PatientsZhuqing Zhong, Aijing Luo, Wenzhao Xie, Siqing Ding, Shuangjiao Shi, Yinglong Duan, Feng Zheng. 56-65 [doi]
• Resolving Differences of Opinion between Medical Experts: A Case Study with the IS-DELPHI SystemDerek H. Sleeman, Kiril Kostadinov, Laura Moss, Malcolm Sim. 66-76 [doi]
• Extracting Behavioral Determinants of Health from Electronic Health Records: Classifying Yoga Mentions in the ClinicNadia M. Penrod, Selah F. Lynch, Jason H. Moore. 77-82
• Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering TasksLena Schmidt, Julie Weeds, Julian P. T. Higgins. 83-94 [doi]
• Adaptative Clinical Decision Support System using Machine Learning and Authoring ToolsJon Kerexeta, Jordi Torres, Naiara Muro, Kristin Rebescher, Nekane Larburu. 95-105 [doi]
• SugarArray: A User-centred-designed Platform for the Analysis of Lectin and Glycan MicroarraysAurora Sucre, Raquel Pazos, Niels-Christian Reichardt, Alba Garín-Muga. 106-116 [doi]
• Applying Machine Learning on Patient-Reported Data to Model the Selection of Appropriate Treatments for Low Back Pain: A Pilot StudyWendy Oude Nijeweme d'Hollosy, Lex van Velsen, Mannes Poel, Catharina G. M. Groothuis-Oudshoorn, Remko Soer, Patrick Stegeman, Hermie Hermens. 117-124 [doi]
• Health Information Systems for Clients with Mild Intellectual and Developmental Disability: A FrameworkMuneef Alshammari, Owen Doody, Ita Richardson. 125-132 [doi]
• Explain Yourself: A Semantic Annotation Framework to Facilitate Tagging of Semantic Information in Health Smart HomesBastian Wollschlaeger, Elke Eichenberg, Klaus Kabitzsch. 133-144 [doi]
• Evaluating Cross-lingual Semantic Annotation for Medical FormsYing-Chi Lin 0001, Victor Christen, Anika Groß, Toralf Kirsten, Silvio Domingos Cardoso, Cédric Pruski, Marcos Da Silveira, Erhard Rahm. 145-155 [doi]
• Combining Rhythmic and Morphological ECG Features for Automatic Detection of Atrial FibrillationGennaro Laudato, Franco Boldi, Angela Rita Colavita, Giovanni Rosa, Simone Scalabrino, Paolo Torchitti, Aldo Lazich, Rocco Oliveto. 156-165 [doi]
• Privacy-preserving Metrics for an mHealth App in the Context of Neuropsychological StudiesAlexander Gabel, Funda Ertas, Michael Pleger, Ina Schiering, Sandra Verena Müller. 166-177 [doi]
• Receptivity of an AI Cognitive Assistant by the Radiology Community: A Report on Data Collected at RSNAKarina Kanjaria, Anup Pillai, Chaitanya Shivade, Marina Bendersky, Vandana Mukherjee, Tanveer F. Syeda-Mahmood. 178-186 [doi]
• Improving Mental Health using Machine Learning to Assist Humans in the Moderation of Forum PostsDong Wang, Julie Weeds, Ian Comley. 187-197 [doi]
• MIPHAS: Military Performances and Health Analysis SystemGennaro 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. 198-207 [doi]
• Food Data Integration by using Heuristics based on Lexical and Semantic SimilaritiesGorjan Popovski, Gordana Ispirova, Nina Hadzi-Kotarova, Eva Valencic, Tome Eftimov, Barbara Korousic-Seljak. 208-216 [doi]
• Fast and Realistic Approach to Virtual Muscle DeformationMartin Cervenka, Josef Kohout. 217-227 [doi]
• Air Quality and Cause-specific Mortality in the United States: Association Analysis by Regression and CCA for 1980-2014Erin Teeple, Caitlin Kuhlman, Brandon Werner, Randy C. Paffenroth, Elke A. Rundensteiner. 228-236 [doi]
• Secure Audit in Support of an Adrenal Cancer RegistryAnthony Stell, Vedant Chauhan, Richard O. Sinnott. 237-248 [doi]
• Using a Self-Assessment Tool (SAT) to Review National Health Information Systems in IrelandSarah Craig. 249-253 [doi]
• Enhancing Decision-making Systems with Relevant Patient Information by Leveraging Clinical NotesJoão Rafael Almeida, João Figueira Silva, Alejandro Pazos Sierra, Sérgio Matos, José Luís Oliveira. 254-262 [doi]
• A User Centred Approach in the Implementation of Mobile Marketing in Health ApplicationsTiago Filipe Bravo Fernandes, André Vasconcelos. 263-272 [doi]
• Mining Patient Flow Patterns in a Surgical WardChristoffer Olling Back, Areti Manataki, Ewen Harrison. 273-283 [doi]
• Detailed Classification of Meal-related Activities from Eating Sound Collected in Free Living ConditionsArchit Jain, Takumi Kondo, Haruka Kamachi, Anna Yokokubo, Guillaume Lopez. 284-291 [doi]
• Advanced Analytics to Predict Survivability of Breast Cancer PatientsSonal Bajaj, Waqar Haque. 295-302 [doi]
• A Novel Blockchain based Platform to Support Chronic Care Model Information ManagementLuigi Lella, Sergio Piersantelli. 303-309 [doi]
• Examination of Interpersonal Attachment with the Help of a Digital Tablet Application: A Proof of Concept StudySebastian Unger, Cony Theis, Thomas Ostermann. 310-315 [doi]
• Analysis of the Use of Colour for Early Detection of DementiaThomas Ostermann, Sibylle Robens, Petra Heymann, Sebastian Unger, Stephan Müller, Christoph Laske, Ulrich Elbing. 316-320 [doi]
• A Responsive Web Application for the Improvement of Healthy Habits in the Child PopulationJosé Alberto Benítez-Andrades, Marta Martínez-Martínez, Isaías García-Rodríguez, Carmen Benavides, Carlos Fernández-San-Juan, Pilar Marquís-Sánchez. 321-328 [doi]
• Challenges and Opportunities for Caregiving through Information and Communication TechnologyJane Moloney, Raja Manzar Abbas, Sarah Beecham, Bilal Ahmad, Ita Richardson. 329-336 [doi]
• Strategies of Multi-Step-ahead Forecasting for Blood Glucose Level using LSTM Neural Networks: A Comparative StudyTouria El Idrissi, Ali Idri, Ilham Kadi, Zohra Bakkoury. 337-344 [doi]
• Interrelations between Drug Prescriptions and Diagnoses for SHI Diabetes Patients using Graph Theoretic Methods and a Markov ModelReinhard Schuster, Marc Heidbreder, Timo Emcke, Martin Schuster. 345-352 [doi]
• IT-structures and Algorithms for Quality Assurance in the Health Insurance Medical Advisory Service Institutions in GermanyVera Ries, Klaus-Peter Thiele, Martin Schuster, Reinhard Schuster. 353-360 [doi]
• Operationalizing Healthcare Big Data in the Electronic Health Records using a Heatmap Visualization TechniqueDon Roosan, Mazharul Karim, Jay Chok, Moom R. Roosan. 361-368 [doi]
• Med2Meta: Learning Representations of Medical Concepts with Meta-embeddingsShaika Chowdhury, Chenwei Zhang, Philip S. Yu, Yuan Luo. 369-376 [doi]
• Architecture of a Learning Surveillance System for Malaria Elimination in IndiaS. D. Sreeganga, Susanna G. Mitra, Arkalgud Ramaprasad. 377-382 [doi]
• Towards an On-line Handwriting Recognition Interface for Health Service Providers using Electronic Medical RecordsViktor Mikhael M. Dela Cruz, Christian E. Pulmano, Maria Regina Justina E. Estuar. 383-390 [doi]
• Impact of Threshold Values for Filter-based Univariate Feature Selection in Heart Disease ClassificationHouda Benhar, Ali Idri, Mohamed Hosni. 391-398 [doi]
• Language Identification for Short Medical TextsErick Velazquez Godinez, Zoltán Szlávik, Selene Baez Santamaría, Robert-Jan Sips. 399-406 [doi]
• Creating Patient Decision Aid ToolsAndrea Corradini 0002, Constantin Alexandru Gheoghiasa, Jesper Nordentoft. 407-412 [doi]
• VisualMLTCGA: An Easy-to-Use Web Tool for the Visualization, Processing and Classification of Clinical and Genomic TCGA DataAlba Garín-Muga, Aurora Sucre, Jordi Torres, Jon Kerexeta. 413-420 [doi]
• Multimodal Fusion Strategies for Outcome Prediction in StrokeEsra Zihni, Vince Madai, Ahmed Khalil, Ivana Galinovic, Jochen B. Fiebach, John D. Kelleher, Dietmar Frey, Michelle Livne. 421-428
• Music Recommendation System for Old People with Dementia and Other Age-related ConditionsMiriam Allalouf, Avi Cohen, Lea Cohen Sabban, Ayelet Dassa, Sagi Marciano, Stella Melnitzer Beris. 429-437 [doi]
• Towards an Ambient Support System for Continence Management in Nursing Homes: An Exploratory StudyHannelore Strauven, Ine D'haeseleer, Kristof T'Jonck, Hans Hallez, Vero Vanden Abeele, Pieter Crombez, Bart Vanrumste. 438-446 [doi]
• A Patient's Perspective on Decision-making for the Adoption of Digital Care PathwaysRaja Manzar Abbas, Noel Carroll, Ita Richardson. 447-454 [doi]
• Data and Sessions Management in a Telepathology PlatformPedro Nunes, Rui Jesus, Rui Lebre, Carlos Costa 0001. 455-462 [doi]
• Status of Resources for Information Technology to Support Health Information Exchange in Resource-constrained SettingsAndrew Alunyu Egwar, Richard Ssekibuule, Josephine Nabukenya. 463-471 [doi]
• Interpretation of Patients' Location Data to Support the Application of Process Mining NotationsSina Namaki Araghi, Franck Fontanili, Elyes Lamine, Nicolas Salatgé, Frédérick Bénaben. 472-481 [doi]
• Blue Light and Melanopsin Contribution to the Pupil Constriction in the Blind-spot, Parafovea and PeripheryTim Schilling, Mojtaba Soltanlou, Yeshwanth Seshadri, Hans-Christoph Nuerk, Hamed Bahmani. 482-489 [doi]
• Developing a Machine Learning Model for Predicting Postnatal Growth in Very Low Birth Weight InfantsAndrea Seveso, Valentina Bozzetti, Paolo Tagliabue, Maria Luisa Ventura, Federico Cabitza. 490-497 [doi]
• AdoBPRIM: Towards a New Healthcare Risk-aware Business Process Management ToolRafika Thabet, Amine Boufaied, Elyes Lamine, Dominik Bork, Ouajdi Korbaa, Hervé Pingaud. 498-505 [doi]
• Applying Agile Principles to Collaborative Healthcare TeamsRubina Lakhani, Benjamin Eze, Liam Peyton. 506-513 [doi]
• A Framework for System-level Health Data SharingMana Azarm, Craig E. Kuziemsky, Liam Peyton. 514-521 [doi]
• A Rule-based Content Management Framework for Effective Development of Intelligent Mobile Apps in HealthcareMohammad Raahemi, Benjamin Eze, Cléo Mavriplis, Liam Peyton. 522-529 [doi]
• Dietitians and Nutritionists Behaviour on Social Media: A Scoping Literature ReviewInga Freire Saboia, Ana Margarida Pisco Almeida, Pedro Sousa, Cláudia Pernencar. 530-538 [doi]
• Illegitimate HIS Access by Healthcare Professionals Detection System Applying an Audit Trail-based ModelLiliana Sá-Correia, Manuel Eduardo Correia, Ricardo Cruz-Correia. 539-546 [doi]
• A Process Reference Model for Enhanced Medication ManagementBonnie S. Urquhart, Waqar Haque. 547-554 [doi]
• Are the Healthcare Institutions Ready to Comply with Data Traceability Required by GDPR? A Case Study in a Portuguese Healthcare OrganizationCátia Santos-Pereira, Alexandre B. Augusto, José Castanheira, Tiago Morais, Ricardo Correia 0001. 555-562 [doi]
• Analyzing Privacy Practices of Existing mHealth AppsAarathi Prasad, Matthew Clark, Ha Linh Nguyen, Rubén Ruiz, Emily Xiao. 563-570 [doi]
• A Case Study of Conformance Checking for Diagnosis and Treatment of Ischemic Stroke based on Clinical GuidelinesHaifeng Xu, Jianfei Pang, Xi Yang, Jinghui Yu, Huajian Mao, Dongsheng Zhao. 571-578
• Activity Scores of Older Adults based on Inertial Measurement Unit Data in Everyday LifeSandra Hellmers, Lianying Peng, Sandra Lau, Rebecca Diekmann, Lena Elgert, Jürgen M. Bauer, Andreas Hein, Sebastian J. F. Fudickar. 579-585 [doi]
• Data Collection via Wearable Medical Devices for Mobile HealthVincenza Carchiolo, Alessandro Longheu, Simone Tinella, Salvo Ferrara, Nicolò Savalli. 586-592 [doi]
• Sensor-based Solutions for Mental Healthcare: A Systematic Literature ReviewNidal Drissi, Sofia Ouhbi, José A. García-Berná, Mohammed Abdou Janati Idrissi, Mounir Ghogho. 593-600 [doi]
• A Computational Platform for Heart Failure Cases ResearchJoão Rafael Almeida, Pedro Freire, Olga Fajarda, José Luís Oliveira. 601-608 [doi]
• The Need to Optimize the Electronic Health Record: Usability Issues in Legacy Systems Can Compromise Patient SafetyRebecca A. Meehan. 609-613 [doi]
• Smart Community Health: A Comprehensive Community Resource Recommendation PlatformMehdi Mekni, David Haynes. 614-624 [doi]
• A Mobile Application for Physical Activity Recognition using Acceleration Data from Wearable Sensors for Cardiac RehabilitationM. Chaari, M. Abid, Youssef Ouakrim, M. Lahami, Neila Mezghani. 625-632 [doi]
• A Two-stage Imbalanced Learning Method for Sleep Stages Classification using Consumer Activity TrackersZilu Liang, Mario Alberto Chapa Martell. 633-640
• The Myth of 10, 000 Steps: A New Approach to Smartphone-based Health Apps for Supporting Physical ActivityTom Ulmer, Edith Maier, Ulrich Reimer. 641-647 [doi]
• Methods for Preclinical Validation of Software as a Medical DeviceAlice Ravizza, Federico Sternini, Alice Giannini, Filippo Molinari. 648-655 [doi]
• Clinical Performance Evaluation of a Machine Learning System for Predicting Hospital-Acquired Clostridium Difficile InfectionErin Teeple, Thomas Hartvigsen, Cansu Sen, Kajal T. Claypool, Elke A. Rundensteiner. 656-663 [doi]
• Individualized Computer-based Training for Elderly in Nursing Homes: A Pilot StudyKatja Orlowski, Gina Maria Gräfe, Laura Tetzlaff, Thomas Schrader, Eberhard Beck. 664-669 [doi]
• Adopting the Mediterranean Diet Score in a Diet Management SystemLuca Anselma, Mirko Di Lascio, Antonio Lieto, Alessandro Mazzei. 670-676 [doi]
• SalivaPrint as a Non-invasive Diagnostic ToolEduardo Esteves, Igor Cruz, Ana Cristina Esteves, Marlene Barros, Nuno Rosa. 677-682 [doi]
• Prototypical Implementation of a Decision-supporting System for Operative Breast Cancer TherapyMichael Dück, Eberhard Beck. 683-686 [doi]
• Analysis of Gaze Trajectory and Skin Extension Pressure Data in Blood Collection TechnologyKazuma Mihara, Takeshi Matsuda, Yukie Majima, Seiko Masuda, Masanori Akiyoshi, Kenji Adachi, Naoki Taira. 687-692 [doi]
• The Effects of a Nursing Care Plan Incorporated with a Decision Support System on Ventilator Associated Pneumonia: A Case StudyOzgur Bolat, Nalan Gulenc, Elife Ozkan, Nuran Aydin, Ilker Kose. 693-698 [doi]
• Differences in Brain Activity of Skilled and Novice Nurses during Blood CollectionNaoki Taira, Yukie Majima, Seiko Masuda, Tsuneo Kawano, Masanori Akiyoshi, Kenji Adachi, Kazuma Mihara, Ryoma Namba. 699-704 [doi]
• Process Mining of Disease Trajectories: A Feasibility StudyGuntur P. Kusuma, Samantha Sykes, Ciarán McInerney, Owen A. Johnson. 705-712 [doi]
• Classification of Hand Movement in EEG using ERD/ERS and Multilayer PerceptronPavel Mochura, Pavel Mautner. 713-717 [doi]
• Comparison of Models for Predicting the Risk of Falling in the Non-hospitalized Elderly and Evaluation of Their Performances on an Italian PopulationElisa Salvi, Irma Sterpi, Antonio Caronni, Peppino Tropea, Michela Picardi, Massimo Corbo, Giordano Lanzola, Silvana Quaglini, Lucia Sacchi. 718-723 [doi]
• Self-service Data Science for Healthcare Professionals: A Data Preparation ApproachMarco Spruit, Thomas Dedding, Daniel Vijlbrief. 724-734 [doi]
• Towards Adoption of Standards for Communication Infrastructure/Technologies in Healthcare Systems in LMICs: Theories, Practice and EvaluationAndrew Alunyu Egwar, Richard Ssekibuule, Josephine Nabukenya. 735-744 [doi]
• Informatics as Support for Changes in Health Policy: A Case in ObstetricsGiovana Jaskulski Gelatti, Pedro Pereira Rodrigues, Ricardo João Cruz Correia. 745-749 [doi]
• Impact of Music on Human Brain Activity during Mental StressRoman Moucek, Klára Beránková. 750-757 [doi]
• "The Algorithm Will See You Now": Exploring the Implications of Algorithmic Decision-making in Connected HealthNoel Carroll, Ita Richardson, Raja Manzar Abbas. 758-765 [doi]
• Human Factors Standards and the Hard Human Factor Problems: Observations on Medical Usability StandardsLorenzo Strigini, Marwa Gadala. 766-773 [doi]
• A Hybrid Approach to Develop and Integrate Chatbot in Health Informatics SystemsAbhijat Chaturvedi, Siddharth Srivastava 0004, Astha Rai, Amarjeet Singh Cheema. 774-781 [doi]
• The Nature of Digital Innovation and What Can Be Learned for Information Systems ManagementStefanie Kaczmarek, Martin Benedict, Marcel Susky. 787-797 [doi]
• The Doctor Will See Yourself Now: Review and Discussion of a Mass-market Self-service Technology for Medical AdviceJoseph Ollier, Tobias Kowatsch. 798-807 [doi]
• IT-Governance in Integrated Care: A Risk-centred Examination in GermanyLena Otto. 808-817 [doi]
• Digital Innovation in Outpatient Healthcare Delivery Services: A Common Methodology to Introduce IoT Technologies in Two Use-casesSalomé Azevedo, Ana Rita Londral. 821-826 [doi]
• Swiss Francs Seem to Make Insured Move: Comparing Daily and Monthly Financial Incentives of a Scalable Digital Health InterventionGisbert W. Teepe, Tobias Kowatsch. 827-833 [doi]
• Automated Rheumatic Heart Disease Detection from Phonocardiogram in Cardiology WardMelkamu Hunegnaw Asmare, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste. 839-844 [doi]
• AI-Rehab: A Framework for AI Driven Neurorehabilitation Training - The Profiling ChallengeYuri Almeida, Manisha Sanjay Sirsat, Sergi Bermúdez i Badia, Eduardo Fermé. 845-853 [doi]
• Using BERT and Semantic Patterns to Analyze Disease Outbreak Context over Social Network DataNeelesh Rastogi, Fazel Keshtkar. 854-863 [doi]
• Predicting 30-days All-cause Hospital Readmissions Considering Discharge-to-alternate-care-facilitiesTahir Hameed, Syed Ahmad Chan Bukhari. 864-873 [doi]