| 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 Framework for Project Risk Assessment in Telehealth. Emilio Sulis, Alex Cordero, Simone Donetti, Paolo Ferrero, Andrea Violato |
| 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 | 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 | A Social Robot-based Psycho-educational Program to Enhance Alzheimer's Caregiver Health. Fengpei Yuan, Jordis Blackburn, Charles Condon, Sharon Bowland, Ruth Palan Lopez, Xiaopeng Zhao |
| 2021 | A dynamic power-aware strategy for Smart Health applications. Carmela Comito, Deborah Falcone, Agostino Forestiero, Giuseppe Papuzzo |
| 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 | Automatic Extraction of Interpretable Knowledge to Predict the Survival of Patients with Heart Failure. Giovanna Sannino, Giuseppe De Pietro, Ivanoe De Falco |
| 2021 | Clinically Relevant Adaptive Modeling for Personalized Drug Dosing. Affan Affan, Tamer Inanc |
| 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 | Computer-assisted medical billing information extraction: comparing rule-based and end-to-end transfer learning approaches. Suhao Chen, Tuan-Dung Le, Thanh Thieu, Zhuqi Miao, Phuong D. Nguyen, Andrew Gin |
| 2021 | Deep Learning and its Benefits in Prediction of Patients Through Medical Images. Lida Kouhalvandi, Ladislau Matekovits, Ildiko Peter |
| 2021 | Detection and Analysis of Interrupted Behaviors by Public Policy Interventions during COVID-19. Guimin Dong, Lihua Cai, Shashwat Kumar, Debajyoti Datta, Laura E. Barnes, Mehdi Boukhechba |
| 2021 | Diabetic Retinopathy Images Classification via Multiple Instance Learning. Eugenio Vocaturo, Ester Zumpano |
| 2021 | Digital Twins in cancer: State-of-the-art and open research. Kamran Gholizadeh HamlAbadi, Monireh Vahdati, Ali Mohammad Saghiri, Agostino Forestiero |
| 2021 | EDA-based Data Stream Pattern Analysis and Peak Detection Algorithm for Substance Users. Stefan A. Bruendl, Hua Fang, Honggang Wang, Edward W. Boyer |
| 2021 | Early Detection of Eating Disorders using Social Media. Blanca Tébar, Anandha Gopalan |
| 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 | Explainable Deep Learning Models on the Diagnosis of Pneumonia. Yuting Yang, Gang Mei, Francesco Piccialli |
| 2021 | Extracting Fractional Inspiratory Time from Electrocardiograms. Maria T. Nyamukuru, Kofi Odame |
| 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 | Fusing UWB and Depth Sensors for Passive and Context-Aware Vital Signs Monitoring. Zongxing Xie, Bing Zhou, Xi Cheng, Elinor Schoenfeld, Fan Ye |
| 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 | IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2021, Washington, DC, USA, December 16-17, 2021 |
| 2021 | Improve Image-based Skin Cancer Diagnosis with Generative Self-Supervised Learning. Zhihang Ren, Yunhui Guo, Stella X. Yu, David Whitney |
| 2021 | Improving the Performance of Ambulance Emergency Service Using Smart Health Systems. Mohammad A. R. Abdeen, Mohamed Hossam Ahmed, Hafez Seliem, Mustafa El-Nainay, Tarek Rahil Sheltami |
| 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 | Integrating Automated Biomedical Lexicon Creation for Valley Fever Diagnosis. Hyun-Ju Song, Yang Gu, Gondy Leroy, Fariba M. Donovan, John N. Galgiani |
| 2021 | Key Generation of Biomedical Implanted Antennas Through Artificial Neural Networks. Lida Kouhalvandi, Ladislau Matekovits, Ildiko Peter |
| 2021 | LSTM vs Plot-based CNN for EEG Emotion Detection Tasks. Jared Kelnhofer, Marcus Blaisdell, Mona Ghandi |
| 2021 | Machine Learning Prediction of TBI from Mobility, Gait and Balance Patterns. Bhoomi Kalpesh Patel, Srinarayan Srikanthan, Florina Asani, Emmanuel Agu |
| 2021 | NAPNEA: A Cost Effective Neonatal Apnea Detection System. Afnan Altekreeti, Michaela Roberts, Dan Convey, Sarah Leighton, Madeline Setear, Gozde Cay, Dhaval Solanki, Kunal Mankodiya |
| 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 | 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 | TeNDER: towards efficient Health Systems through e-Health platforms employing multimodal monitoring. Vassilis Solachidis, Jaime Rodriguez Moreno, Gustavo Hernández-Peñaloza, Nicholas Vretos, Federico Álvarez, Petros Daras |
| 2021 | TeethVib: Monitoring Teeth Functional Occlusion Through Retainer Vibration Sensing. Shijia Pan, Dong Yoon Lee, Jun Ho Lee, Phuc Nguyen |
| 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 | VitalCore: Analytics and Support Dashboard for Medical Device Integration. Hyon-Young Choi, Amanda Lor, Mike Megonegal, Xiayan Ji, Amanda Watson, James Weimer, Insup Lee |