Table of Contents

• Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological ImagesRasoul Sali, Sodiq Adewole, Lubaina Ehsan, Lee A. Denson, Paul Kelly, Beatrice C. Amadi, Lori Holtz, Syed Asad Ali, Sean R. Moore, Sana Syed, Donald E. Brown. 1-6 [doi]
• Multimodal Early Septic Shock Prediction Model using Lasso Regression with Decaying ResponseIbrahim Hammoud, I. V. Ramakrishnan, Mark Henry, Eric Morley. 1-3 [doi]
• Measuring children's eating behavior with a wearable deviceShengjie Bi, Yiyang Lu, Nicole Tobias, Ella Ryan, Travis Masterson, Sougata Sen, Ryan J. Halter, Jacob Sorber, Diane Gilbert-Diamond, David Kotz. 1-11 [doi]
• An AdaBoost-Inspired Ensemble Method for ADR Signal DetectionWen-Yang Lin, I Dai. 1-2 [doi]
• Targeted Conveyance of Clinical Alarms through Bone-Conductive SoundTobias Lunte, Vanessa Cobus, Rina Ferdinand, Wilko Heuten. 1-7 [doi]
• ANNSESDIHM: An Artificial Neural Network based Signal Enhancement Scheme for Digital Inline Holography (DIH) MicroscopeVarun Chauhan, Smit Sanghavi, Jeanie Jessica, Dongmin Seo, Sungkyu Seo, Mohendra Roy. 1-3 [doi]
• Detecting Cognitive Decline in Early Alzheimer's Patients Using Wearable TechnologiesEaman Alharbi, Akram Alomainy, Janelle M. Jones. 1-4 [doi]
• mROMA - An expert-based approach for the multidisciplinary rating of mHealth applicationsNicolas J. Lehmann, Muhammed-Ugur Karagülle, Daniel Kmiotek, Felix Spielmann, Bianca George, Oliver Junk, Agnès Voisard, Joachim W. Fluhr. 1-11 [doi]
• In the wild pilot usability assessment of a connected health system for stroke self managementPanagiotis Balatsoukas, Isabel Sassoon, Martin Chapman, Nadin Kökciyan, Archie Drake, Sanjay Modgil, Mark Ashworth, Vasa Curcin, Elizabeth Sklar, Simon Parsons. 1-3 [doi]
• Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity ScoreZhiliang Wu, Yinchong Yang, Yunpu Ma, Yushan Liu, Rui Zhao, Michael Moor, Volker Tresp. 1-11 [doi]
• A Monte Carlo Simulation Model for Evaluating the Effectiveness of Interventions along the 'Diabesity' PathwayAnita Lynam, Doris A. Behrens, Enzo M. Battista-Dowds, Daniel Gartner, Paul Harper. 1-2 [doi]
• The Impact of Double Screen Electronic Health Records on Doctor-Patient Verbal Communication and Sentiment: Comparing White Americans and African AmericansSafa Elkefi, Onur Asan, Avishek Choudhury. 1-3 [doi]
• A Dynamic Heuristic Algorithm for Management of Public Health Emergencies in Unreliable SettingsSampson E. Akwafuo, Christopher Ihinegbu, Joshua Urbanovsky, Armin R. Mikler. 1-11 [doi]
• Enhancing Situation Awareness and Decision Making in Primary Care: Clinicians' ViewsAhmed Mohammed Patel, Talya Porat, Weston L. Baxter. 1-9 [doi]
• Automated Extraction of Causal Relations from Text for Teaching Surgical ConceptsMyat Su Yin, Mihai Pomarlan, Peter Haddawy, Muhammad Rauf Tabassam, Chitpol Chaimanakarn, Natchalee Srimaneekarn, Saeed-Ul Hassan. 1-3 [doi]
• An Efficient Confidence Measure-Based Evaluation Metric for Breast Cancer Screening Using Bayesian Neural NetworksAnika Tabassum, Naimul Khan. 1-3 [doi]
• Semi-Automated Clinical Lexicon Induction and Its Use in Cohort Selection from Clinical NotesSamarth Rawal, Ashok Prakash, Soumya Adhya, Sidharth Kulkarni, Saadat Anwar, Chitta Baral, Murthy V. Devarakonda. 1-2 [doi]
• A Multi-Modal Approach to Patient Activity MonitoringAlec M. Steele, Mehrdad Nourani, Melinda M. Bopp, Tanya S. Taylor, Dennis H. Sullivan. 1-6 [doi]
• Building predictive models of healthcare costs with open healthcare dataA. Ravishankar Rao, Subrata Garai, Soumyabrata Dey, Hang Peng. 1-3 [doi]
• Integrating 3D and 2D Views of Medical Image Data in Virtual Reality for Efficient NavigationJohannes Klonig, Marc Herrlich. 1-7 [doi]
• Towards an Ambient Survey of Consumption Quantities to Support the Nutrition Counseling Process for People affected by the Geriatric Frailty SyndromePatrick Elfert, Simon Siggelkow, Marco Eichelberg, Andreas Hein. 1-10 [doi]
• A Pre-trained Clinical Language Model for Acute Kidney InjuryChengsheng Mao, Liang Yao, Yuan Luo 0004. 1-2 [doi]
• A pain recording system based on mobile health technology for cancer patients in a home setting: A user-centred designAsma A. Abahussin, Robert M. West, Matthew J. Allsop, David C. Wong 0004, Lucy E. Ziegler. 1-10 [doi]
• Automated Empathy Detection for Oncology EncountersZhuohao Chen, James Gibson, Ming-Chang Chiu, Qiaohong Hu, Tara K. Knight, Daniella Meeker, James A. Tulsky, Kathryn I. Pollak, Shrikanth Narayanan. 1-8 [doi]
• A Prototype Conversational Agent for Dietary SupplementsEsha Singh, Anusha Bompelli, Andrew Yang, Andrew Wang, Serguei Pakhomov, Rui Zhang. 1-2 [doi]
• Incorporating Clinical Decisions into Standardised CaremapsScott McLachlan, Evangelia Kyrimi, Bridget J. Daley, Kudakwashe Dube, Max Marsden, Sarah Finer, Graham A. Hitman, Norman E. Fenton. 1-2 [doi]
• Biosignal Oversampling Using Wasserstein Generative Adversarial NetworkMunawara Saiyara Munia, Mehrdad Nourani, Sammy Houari. 1-7 [doi]
• Identification of Patients with Immune-related Adverse Events from Clinical Notes using Machine LearningSamir Gupta, Anas Belouali, Neil Shah, Michael Atkins, Subha Madhavan. 1-2 [doi]
• Video-based Concurrent Activity Recognition for Trauma ResuscitationYanyi Zhang, Yue Gu, Ivan Marsic, Yinan Zheng, Randall S. Burd. 1-6 [doi]
• Machine Learning Based Clinical Decision Support and Clinician TrustJessica M. Schwartz, Kenrick Cato. 1 [doi]
• Online Social Support Seeking among Pregnant Women Coping with Opioid MisuseOu Stella Liang, Holly Richitt, Christopher C. Yang, David S. Bennett. 1-3 [doi]
• ALPS: A Web Platform for Analysing Multimodal Sensor Data in the Context of Digital HealthFelix Musmann, Ariane Morassi Sasso, Bert Arnrich. 1-12 [doi]
• Challenges and Recommendations for Implementing a Novel Patient Monitoring System for Emergency DepartmentsThomas Schmidt 0006, Uffe Kock Wiil. 1-6 [doi]
• Human Movement Analysis: Introduction to Motion Capture and Applications for HealthLilian Genaro Motti Ader, Alison Keogh, Killian McManus, Barry R. Greene, Brian Caulfield 0001. 1-3 [doi]
• Estimating fundamental frequency and formants based on periodicity glimpses: a deep learning approachJoanna Luberadzka, Hendrik Kayser, Volker Hohmann. 1-6 [doi]
• Stratification of patients with Alzheimer's disease based on longitudinal neuropsychological testsStefanie Ziegler, Christoph Maier, Alexandra Reichenbach. 1-7 [doi]
• A Multi-Task Learning Approach to Personalized Progression ModelingMohamed F. Ghalwash, Daby Dow. 1-9 [doi]
• Analysis of Perceived Human Factors and Participants' Demographics during a Cognitive Assessment Study with a SmartwatchPegah Hafiz, Alban Maxhuni, Jakob E. Bardram. 1-10 [doi]
• Evaluation and Comparison of Four Mobile Breathing Training VisualizationsTya S. Chuanromanee, Ronald A. Metoyer. 1-12 [doi]
• Human mobility and malaria transmissionChaitawat Sa-ngamuang. 1 [doi]
• An Optimized Neural Network Architecture for Auto Characterization of Biological Cells in Digital Inline Holography MicrographsRajkumar Vaghashiya, Kaushal Kapadiya, Ishita Nandwani, Riya Thakore, Dongmin Seo, Sungkyu Seo, Mohendra Roy. 1-3 [doi]
• A second look at SecondLook: Design iterations and usability of digital dating abuse detection and awareness appTania Roy, Eleanor Young, Larry F. Hodges. 1-11 [doi]
• When BERT Meets Bilbo: A Learning Curve Analysis of Pretrained Language Model on Disease ClassificationXuedong Li, Walter Yuan, Dezhong Peng, Qiaozhu Mei, Yue Wang 0035. 1-2 [doi]
• Estimating the number of imported COVID-19 risks by traffic from other districts using population mobility dataXiaoshuang Liu, Xiao Xu, Xiang Li, Guotong Xie. 1-2 [doi]
• Natural Language Processing Methods to Extract Lifestyle Exposures for Alzheimer's Disease from Clinical NotesYoonkwon Yi, Zitao Shen, Anusha Bompelli, Fang Yu, Yanshan Wang, Rui Zhang. 1-2 [doi]
• Chronic Kidney Disease HelperKasi Periyasamy, Venkateswaran Iyer. 1-3 [doi]
• Continuous Interaction for a Virtual Reality Exposure Therapy SystemMarius Koller, Sebastian Felix Rauh, Anders Lundström, Cristian Bogdan, Gerrit Meixner. 1-11 [doi]
• Safe Reinforcement Learning for Sepsis TreatmentYan Jia, John Burden, Tom Lawton, Ibrahim Habli. 1-7 [doi]
• Reengineering Clinical Decision Support Systems for Artificial IntelligenceOlga Strachna, Onur Asan. 1-3 [doi]
• Heatmaps for Visual Explainability of CNN-Based Predictions for Multivariate Time Series with Application to HealthcareFabien Viton, Mahmoud Elbattah, Jean-Luc Guérin, Gilles Dequen. 1-8 [doi]
• Speech-Based Activity Recognition for Trauma ResuscitationJalal Abdulbaqi, Yue Gu, Zhichao Xu, Chenyang Gao, Ivan Marsic, Randall S. Burd. 1-8 [doi]
• At-Home Healthcare Through Smart-Environmental Sensing, Including Biometrics for Multi-Factor AuthenticationWes Anderson, Steven J. Simske. 1-6 [doi]
• A Natural Language Processing Tool to Extract Quantitative Smoking Status from Clinical NarrativesXi Yang 0015, Hanyuan Yang, Tianchen Lyu, Shuang Yang, Yi Guo 0005, Jiang Bian 0001, Hua Xu 0001, Yonghui Wu. 1-2 [doi]
• Named Entity Recognition from Table Headers in Randomized Controlled Trial ArticlesQiang Wei, Yujia Zhou, Bo Zhao, Xinyue Hu, Qiaozhu Mei, Cui Tao, Hua Xu. 1-2 [doi]
• Informing the Design of e-Learning Lessons on Data Science through Think-Aloud Experiments with Healthcare ProfessionalsPhilipp Burckhardt, Lindsay K. Graff, Divya Venkat, Shiv Dua, Rema Padman. 1-7 [doi]
• Long-Term Care Risk Prediction by Claims Data AnalysisYuan Luo, Masahiro Kubo, Yasuki Kobayashi, Hiroaki Fukunishi. 1-2 [doi]
• Position Matters: Sensor Placement for Sitting Posture ClassificationArpita Mallikarjuna Kappattanavar, Harry Freitas Da Cruz, Bert Arnrich, Erwin P. Böttinger. 1-6 [doi]
• Human-Centered Design of Tool Support for Managing Oral AnticoagulationFlorens Beyer, Tilo Mentler. 1-3 [doi]
• Employees' Acceptance of Health Care Service Innovations: A Study in the Field of Tele-audiologyMarie Luengen, Christopher Garrelfs, Carsten Schulz. 1-6 [doi]
• A Deep Reinforcement Learning Approach for Type 2 Diabetes Mellitus TreatmentZhuo Liu, Linong Ji, Xuehan Jiang, Wei Zhao, Xiyang Liao, Tingting Zhao, Siqi Liu, Xingzhi Sun, Gang Hu, Mengling Feng, Guotong Xie. 1-9 [doi]
• Re-ranking Biomedical Literature for Precision Medicine with Pre-trained Neural ModelsJiazhao Li, Adharsh Murali, Qiaozhu Mei, V. G. Vinod Vydiswaran. 1-3 [doi]
• Designing Health Interface Technologies to Support Patients' and Healthcare Providers' Individual and Collaborative WorkTera L. Reynolds. 1 [doi]
• Development and evaluation of a system that executes an interventional cardiology risk model based on patient phenotypes automatically extracted from the EMRMerlijn Sevenster, Deyu Sun, Lucas Oliveira, Margret E. Lee, Kirk T. Spencer, John A. E. Blair. 1-8 [doi]
• Worriers versus Warriors: Tailoring mHealth to Address Differences in Patients with Chronic ArthritisJonas Geuens, Thijs Willem Swinnen, Luc Geurts, René Westhovens, Robin De Croon, Vero Vanden Abeele. 1-12 [doi]
• GRU-DF: A Temporal Model with Dynamic Imputation for Missing Target Values in Longitudinal Patient DataYijun Zhao, Matias Berretta, Tong Wang, Tanuja Chitnis. 1-7 [doi]
• Identifying Features That Are Predictive of Quality of Life in People With Amyotrophic Lateral SclerosisAnna Markella Antoniadi, Miriam Galvin, Mark Heverin, Orla Hardiman, Catherine Mooney. 1-2 [doi]
• Automated machine vision enabled detection of movement disorders from hand drawn spiralsNabeel Seedat, Vered Aharonson, Ilana Schlesinger. 1-5 [doi]
• Clinicians' Perspectives on Using Mobile Eye Fundus Cameras to Screen Diabetic Retinopathy in Primary CareCristiana Braga, Sílvia Rêgo, Francisco Nunes. 1-7 [doi]
• Data mining and decision support techniques for patients' treatment management: A case of Parkinson's diseaseAnita Valmarska. 1-3 [doi]
• Information Extraction Models for German Clinical TextRoland Roller, Laura Seiffe, Ammer Ayach, Sebastian Möller 0001, Oliver Marten, Michael Mikhailov, Christoph Alt, Danilo Schmidt, Fabian Halleck, Marcel Naik, Wiebke Duettmann, Klemens Budde. 1-2 [doi]
• Detecting Potential Adverse Drug Reactions of Preschool ADHD Treatment Using Health Consumer-Generated ContentHeejun Kim, Ou Stella Liang, Christopher C. Yang. 1-6 [doi]
• Automated Classification of Depression Severity Using Speech - A Comparison of Two Machine Learning ArchitecturesVered Aharonson, Alexandra de Nooy, Seth Bulkin, Gareth Sessel. 1-4 [doi]
• aVRaid of Heights? - Exploring Integrated Non-Invasive Sensors For Stress TestingSebastian Weiß, Ani Withöft, Wilko Heuten. 1-10 [doi]
• Speech-based Documentation in Emergency Medical Services with the Electronic Language Interface for Ambulance ServicesLea Meier, Jan Gabriel Bauer, Kerstin Denecke. 1-6 [doi]
• Healthcare and Usability Professionals' Performance in Reflecting on Visualized Patient-Reported OutcomesJannick Scherf, Tilo Mentler, Michael Herczeg. 1-3 [doi]
• Toward Optimized Clinical Decision Support: A Theory-Based ApproachSiru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir. 1-2 [doi]
• Comparison between a Continuous and Proactive Robot Assistance Approach for the Execution of Collaborative Tasks in Nursing CarePascal Gliesche, Celia Nieto Agraz, Christian Kowalski, Andreas Hein. 1-8 [doi]
• Using Text Mining to Analyze Doctor-Patient Verbal Communication: A Geriatric Depression Case StudyAvishek Choudhury, Safa Elkefi, Onur Asan. 1-8 [doi]
• Preliminary Viability Test of a 3-D-Consumer-Camera-Based System for Automatic Gait Feature Detection in People with and without Parkinson's DiseasePedro Arizpe-Gomez, Kirsten Harms, Sebastian Fudickar, Kathrin Janitzky, Karsten Witt, Andreas Hein. 1-7 [doi]
• A Platform for Disease Intervention PlanningCharles M. Wachira, Sekou L. Remy, Oliver Bent, Nelson Bore, Samuel Osebe, Komminist Weldemariam, Aisha Walcott-Bryant. 1-8 [doi]
• Higher-order Networks of Diabetes Comorbidities: Disease Trajectories that MatterSteven J. Krieg, Daniel H. Robertson, Meeta P. Pradhan, Nitesh V. Chawla. 1-11 [doi]
• Causal Bayesian Networks for Medical Diagnosis: A Case Study in Rheumatoid ArthritisAli Fahmi, Amy MacBrayne, Evangelia Kyrimi, Scott McLachlan, Frances Humby, William Marsh 0001, Costantino Pitzalis. 1-7 [doi]
• Personalized Assessment of Arousal and Valence from VideosMatthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Maria Gabrani. 1-8 [doi]
• A safe architecture for authorisation grant in healthcare ecosystemsRui Lebre, Micael Pedrosa, Marcos Gestal Pose, Carlos Costa 0001. 1-5 [doi]
• Device agnostic sleep-wake segment classification from wrist-worn accelerometryLuis R. Peraza, Richard Joules, Yves Dauvilliers, Robin Wolz. 1-3 [doi]
• Characterization of Analytic and Experimental Uncertainty of RNA-seq Co-expression Network Determination: Application to SCA2Lance T. Pflieger, Stefan Pulst, Julio C. Facelli. 1-11 [doi]
• Machine Learning and Deep Learning Approaches to Quantify Respiratory Distress Severity and Predict Critical AlarmsRohit Pardasani, Rupanjali Chaudhuri, Navchetan Awasthi, Mansi Goel. 1-11 [doi]
• Motivational design techniques to support healthy eating habits at workRobin De Croon, Francisco Gutiérrez, Rachel Berry, Siân Astley, Katrien Verbert, Vero Vanden Abeele. 1-3 [doi]
• Bathroom activity monitoring for older adults via wearable deviceYiyuan Zhang, Jorgen Wullems, Ine D'haeseleer, Vero Vanden Abeele, Bart Vanrumste. 1-10 [doi]
• Understanding The Social Support Exchange of a Pregnancy After Loss Online Support GroupMichal Monselise, Christopher C. Yang. 1-10 [doi]
• A Practical Tutorial Discussion the Evaluating ITArtifacts Using Controlled Experiments using the Design Science FrameworkGondy Leroy. 1 [doi]
• Real-time Online Probabilistic Medical Computation using Bayesian NetworksScott McLachlan, Haydn Paterson, Kudakwashe Dube, Evangelia Kyrimi, Eugene Dementiev, Martin Neil, Bridget J. Daley, Graham A. Hitman, Norman E. Fenton. 1-8 [doi]
• Underlying Cause of Death Identification from Death Certificates via Categorical Embeddings and Convolutional Neural NetworksVincenzo Della Mea, Mihai Horia Popescu, Kevin Roitero. 1-6 [doi]
• The Interactive Ward Round Table: A Cognitive User Interface for Multi-Touch Tables to Support Clinical DiagnosisCaroline Leroy, Yvonne Kammerer, Uwe Oestermeier, Sophie Hornuff, Karsten Büringer, Michael Bitzer, Peter Gerjets. 1-7 [doi]
• Understanding cannabis information on social media: Examining tweets from verified, regular, and suspended usersMenghang Li, Nischal Kakani, Chuqin Li, Albert Park. 1-10 [doi]
• Augmenting Decision Competence in Healthcare Using AI-based Cognitive ModelsNiklas Keller, Mirjam A. Jenny, Claudia A. Spies, Stefan M. Herzog. 1-4 [doi]