| 2021 | RT-ACL: Identification of High-Risk Youth Patients and their Most Significant Risk Factors to Reduce Anterior Cruciate Ligament Reinjury Risk. | Amanda Watson, Pengyuan Lu, Elliot Greenberg, J. Todd R. Lawrence, Theodore J. Ganley, Insup Lee, James Weimer |
| 2021 | Diabetic Retinopathy Images Classification via Multiple Instance Learning. | Eugenio Vocaturo, Ester Zumpano |
| 2021 | Early Detection of Eating Disorders using Social Media. | Blanca Tbar, Anandha Gopalan |
| 2021 | TremorSense: Tremor Detection for Parkinson's Disease Using Convolutional Neural Network. | Minglong Sun, Amanda Watson, Gina Blackwell, Woosub Jung, Shuangquan Wang, Kenneth Koltermann, Noah Helm, Gang Zhou, Leslie Cloud, Ingrid Pretzer-Aboff |
| 2021 | A Framework for Project Risk Assessment in Telehealth. | Emilio Sulis, Alex Cordero, Simone Donetti, Paolo Ferrero, Andrea Violato |
| 2021 | Integrating Automated Biomedical Lexicon Creation for Valley Fever Diagnosis. | Hyun-Ju Song, Yang Gu, Gondy Leroy, Fariba M. Donovan, John N. Galgiani |
| 2021 | TeNDER: towards efficient Health Systems through e-Health platforms employing multimodal monitoring. | Vassilis Solachidis, Jaime Rodriguez Moreno, Gustavo Hernndez-Pealoza, Nicholas Vretos, Federico lvarez, Petros Daras |
| 2021 | Automatic Extraction of Interpretable Knowledge to Predict the Survival of Patients with Heart Failure. | Giovanna Sannino, Giuseppe De Pietro, Ivanoe De Falco |
| 2021 | Improve Image-based Skin Cancer Diagnosis with Generative Self-Supervised Learning. | Zhihang Ren, Yunhui Guo, Stella X. Yu, David Whitney |
| 2021 | High-Confidence Data Programming for Evaluating Suppression of Physiological Alarms. | Sydney Pugh, Ivan Ruchkin, Christopher P. Bonafide, Sara B. DeMauro, Oleg Sokolsky, Insup Lee, James Weimer |
| 2021 | A Multisensory Platform for Maximizing Collective Intelligence in the Operating Room. | Daniela Lo Presti, Raffaele Gravina, Carlo Massaroni, Domenico Formica, Emiliano Schena, Giancarlo Fortino |
| 2021 | Machine Learning Prediction of TBI from Mobility, Gait and Balance Patterns. | Bhoomi Kalpesh Patel, Srinarayan Srikanthan, Florina Asani, Emmanuel Agu |
| 2021 | TeethVib: Monitoring Teeth Functional Occlusion Through Retainer Vibration Sensing. | Shijia Pan, Dong Yoon Lee, Jun Ho Lee, Phuc Nguyen |
| 2021 | A Machine Learning Driven Pipeline for Automated Photoplethysmogram Signal Artifact Detection. | Luca Cerny Oliveira, Zhengfeng Lai, Wenbo Geng, Heather Siefkes, Chen-Nee Chuah |
| 2021 | Extracting Fractional Inspiratory Time from Electrocardiograms. | Maria T. Nyamukuru, Kofi Odame |
| 2021 | Sensor-Based Human Activity Recognition for Elderly In-patients with a Luong Self-Attention Network. | G. R. Nithin, Mihika Chhabra, Yujiao Hao, Boyu Wang, Rong Zheng |
| 2021 | Comprehensive Digital Health Intervention to Improve Delivery of Cardiac Rehabilitation. | Zane T. Macfarlane, Yumin Gao, Nino Isakadze, Erin M. Spaulding, Francoise A. Marvel, Seth S. Martin |
| 2021 | FRED: Fall Risk Evaluation Database Based on Electronic Health Record Data. | Pengyuan Lu, Xian Li, Sooyong Jang, Alexander Lee, Sydney Pugh, Amanda Watson, Ragnhildur I. Bjarnadottir, Robert Lucero, George Demiris, Ani Nenkova, James Weimer, Insup Lee |
| 2021 | A Demonstration of Human-Robot Communication Based on Multiskilled Language-Image Analysis. | Ziming Liu, Parker N. Collier, Charles Wang, Eun Jin Paek, Si On Yoon, Devin Casenhiser, Xiaopeng Zhao |
| 2021 | A high-throughput, online tool for investigating host-pathogen macromolecular interactions buried in scientific literature. | Tuan-Dung Le, Phuong D. Nguyen, Dmitry Korkin, Thanh Thieu |
| 2021 | Envisioning the Future: Activity-centred CONOPS in the Co-Design of a Sociotechnical System for Healthy Ageing. | Melanie Labor, Michael Cooke, Barbara Guerra, Marco Manso, Malcolm MacLachlan |
| 2021 | Key Generation of Biomedical Implanted Antennas Through Artificial Neural Networks. | Lida Kouhalvandi, Ladislau Matekovits, Ildiko Peter |
| 2021 | Deep Learning and its Benefits in Prediction of Patients Through Medical Images. | Lida Kouhalvandi, Ladislau Matekovits, Ildiko Peter |
| 2021 | Information Extraction from Patient Care Reports for Intelligent Emergency Medical Services. | Sion Kim, Weishi Guo, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh |
| 2021 | LSTM vs Plot-based CNN for EEG Emotion Detection Tasks. | Jared Kelnhofer, Marcus Blaisdell, Mona Ghandi |