Keynote 2

• Designing Tools to Counter Violence and Structural Oppression, Sheena Erete

Analytics 4 – EHR and DS

• Identifying mentions of life stressors in clinical notes, Shreya Datar, Elizabeth A. Lindemann, Greg Silverman, Reed McEwan, Raymond Finzel, Michael Kotlyar, Genevieve B. Melton and Serguei V. S. Pakhomov
• Interpretable phenotyping for electronic health records, Christine Allen, Juhua Hu, Vikas Kumar, Muhammad Aurangzeb Ahmad and Ankur Teredesai
• On the early detection of sepsis in MIMIC-III, Manuel Medina and Pietro Sala
• Identification of disease-disease network communities in subpopulations of patients with prostate cancer, Ali Jazayeri, Niusha Jafari, Nikita Nikita, Christopher C. Yang and Grace Lu-Yao
• Automatic assignment of ICD-10 codes to diagnostic texts using transformers based techniques, Mihai Horia Popescu, Kevin Roitero, Stefano Travasci and Vincenzo Della Mea

Analytics 5 – Diagnosis

• Quasi real-time contactless physiological sensing using consumer-grade cameras, David Rivest-Henault, Catherine Pagiatakis, Richard Bernhardt, Thomas Vaughan, Bruno Falardeau, Michael S. D. Smith and Di Jiang
• Short window network for remote heart rate measurement, Kai Zhou, Simon Krause, Timon Bloecher and Wilhelm Stork
• Psychological stress detection in older adults with cognitive impairment using photoplethysmography, Migyeong Gwak, Tyler Davis, Majid Sarrafzadeh and Ellen Woo
• Acute myocardial infarction readmission risk prediction model in admit and discharge patients, Rupanjali Chaudhuri, Vadim Khotilovich, Monica Gaur, Chetan Kv and Will Zimmerman
• (M)SLAe-Net: Multi-scale multi-level attention embedded network for retinal vessel segmentation, Shreshth Saini and Geetika Agrawal

Analytics 6 – Healthcare related process

• Modelling a good delivery of bad news, Vered Aharonson, Brittany Cocker, Keren Buisson-Street and Danielle Winter
• Interactive range queries for healthcare data under differential privacy, Asma Alnemari, Rajendra Raj, Carol Romanowski and Sumita Mishra
• PORT: pooled ordered rectangular testing for improved public health screening, Terrance Boult and Yanyan Zhuang
• Can recurrent models know more than we do?, Noah Lewis, Robyn Miller, Harshvardhan Gazula, Md Mahfuzur Rahman, Armin Iraji, Vince D. Calhoun and Sergey M. Plis

Systems 2 – Monitoring and assisting

• VitalHub: robust, non-touch multi-user vital signs monitoring using depth camera-aided UWB, Zongxing Xie, Bing Zhou, Xi Cheng, Elinor Schoenfeld and Fan Ye
• A virtual assistant dedicated to supporting day-to-day medical consultations, Antoine Richard, Brice Mayag, Francois Talbot, Alexis Tsoukias and Yves Meinard
• Multi-task transfer learning with data augmentation for recognizing question entailment in the medical domain, Mourad Sarrouti, Asma Ben Abacha and Dina Demner-Fushman
• Using Wi-Fi infrastructure to predict contacts during pandemics, Janusz Wojtusiak, Ying Wang, Varalakshmi Vakkalagadda, Farrokh Alemi and Amira Roess
• Ultra-low power beacon-based hand hygiene assistance system for hospitals and care facilities, Belmin Alic, Gongbo Chen, Burkhard Heidemann and Karsten Seidl

Human Factors 2 – Assistance and care

• ActiThings: reminders for physical activity exercises in daily lives of inactive older adults, Jochen Meyer, Elke Beck, Kai von Holdt, Frauke Koppelin, Alexander Pauls and Susanne Boll
• The usability and trustworthiness of medical eye images, Daniel Diethei, Ashley Colley, Lisa Dannenberg, Muhammad Fawad Jawaid Malik and Johannes Schoening
• Towards an artifact-supported performance management framework for collaborative care delivery, Rubina Lakhani, Liam Peyton and Craig Kuziemsky
• Electronic medical record specialty group comparison by multinomial logistic regression, Katie Wilkinson, Kangwon Seo, Robert Pierce, Peter Tonellato, Jung Hyup Kim and Danny Myers

Tutorial 2 – Mining Genetic, Transcriptomic, and Imaging Data in Parkinson’s Disease

• Mining genetic, transcriptomic, and imaging data in Parkinson’s disease, Guglielmo Cerri, Manuel Tognon, Andre Altmann and Rosalba Giugno