Table of Contents

• TremorSense: Tremor Detection for Parkinson's Disease Using Convolutional Neural NetworkMinglong Sun, Amanda Watson, Gina Blackwell, Woosub Jung, Shuangquan Wang, Kenneth Koltermann, Noah Helm, Gang Zhou, Leslie Cloud, Ingrid Pretzer-Aboff. 1-10 [doi]
• Machine Learning Prediction of TBI from Mobility, Gait and Balance PatternsBhoomi Kalpesh Patel, Srinarayan Srikanthan, Florina Asani, Emmanuel Agu. 11-22 [doi]
• Improve Image-based Skin Cancer Diagnosis with Generative Self-Supervised LearningZhihang Ren, Yunhui Guo, Stella X. Yu, David Whitney. 23-34 [doi]
• RT-ACL: Identification of High-Risk Youth Patients and their Most Significant Risk Factors to Reduce Anterior Cruciate Ligament Reinjury RiskAmanda Watson, Pengyuan Lu, Elliot Greenberg, J. Todd R. Lawrence, Theodore J. Ganley, Insup Lee, James Weimer. 35-45 [doi]
• Detection and Analysis of Interrupted Behaviors by Public Policy Interventions during COVID-19Guimin Dong, Lihua Cai, Shashwat Kumar, Debajyoti Datta, Laura E. Barnes, Mehdi Boukhechba. 46-57 [doi]
• Information Extraction from Patient Care Reports for Intelligent Emergency Medical ServicesSion Kim, Weishi Guo, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh. 58-69 [doi]
• High-Confidence Data Programming for Evaluating Suppression of Physiological AlarmsSydney Pugh, Ivan Ruchkin, Christopher P. Bonafide, Sara B. DeMauro, Oleg Sokolsky, Insup Lee, James Weimer. 70-81 [doi]
• VitalCore: Analytics and Support Dashboard for Medical Device IntegrationHyon-Young Choi, Amanda Lor, Mike Megonegal, Xiayan Ji, Amanda Watson, James Weimer, Insup Lee. 82-86 [doi]
• EDA-based Data Stream Pattern Analysis and Peak Detection Algorithm for Substance UsersStefan A. Bruendl, Hua Fang 0001, Honggang Wang 0001, Edward W. Boyer. 87-91 [doi]
• TeethVib: Monitoring Teeth Functional Occlusion Through Retainer Vibration SensingShijia Pan, Dong-Yoon Lee, Jun-Ho Lee, Phuc Nguyen. 92-96 [doi]
• Sensor-Based Human Activity Recognition for Elderly In-patients with a Luong Self-Attention NetworkG. R. Nithin, Mihika Chhabra, Yujiao Hao, Boyu Wang, Rong Zheng. 97-101 [doi]
• Extracting Fractional Inspiratory Time from ElectrocardiogramsMaria T. Nyamukuru, Kofi Odame. 102-110 [doi]
• Integrating Automated Biomedical Lexicon Creation for Valley Fever DiagnosisHyun-Ju Song, Yang Gu, Gondy Leroy, Fariba M. Donovan, John N. Galgiani. 111-112 [doi]
• NAPNEA: A Cost Effective Neonatal Apnea Detection SystemAfnan Altekreeti, Michaela Roberts, Dan Convey, Sarah Leighton, Madeline Setear, Gozde Cay, Dhaval Solanki, Kunal Mankodiya. 113-114 [doi]
• Comprehensive Digital Health Intervention to Improve Delivery of Cardiac RehabilitationZane T. Macfarlane, Yumin Gao, Nino Isakadze, Erin M. Spaulding, Francoise A. Marvel, Seth S. Martin. 115-116 [doi]
• A high-throughput, online tool for investigating host-pathogen macromolecular interactions buried in scientific literatureTuan-Dung Le, Phuong D. Nguyen, Dmitry Korkin, Thanh Thieu. 117-118 [doi]
• Fusing UWB and Depth Sensors for Passive and Context-Aware Vital Signs MonitoringZongxing Xie, Bing Zhou 0001, Xi Cheng, Elinor Schoenfeld, Fan Ye 0003. 119-120 [doi]
• LSTM vs Plot-based CNN for EEG Emotion Detection TasksJared Kelnhofer, Marcus Blaisdell, Mona Ghandi. 121-123 [doi]
• A Social Robot-based Psycho-educational Program to Enhance Alzheimer's Caregiver HealthFengpei Yuan, Jordis Blackburn, Charles Condon, Sharon Bowland, Ruth Palan Lopez, Xiaopeng Zhao. 124-125 [doi]
• A Demonstration of Human-Robot Communication Based on Multiskilled Language-Image AnalysisZiming Liu, Parker N. Collier, Charles Wang, Eun Jin Paek, Si On Yoon, Devin Casenhiser, Xiaopeng Zhao. 126-127 [doi]
• Clinically Relevant Adaptive Modeling for Personalized Drug DosingAffan Affan, Tamer Inanc. 128-129 [doi]
• FRED: Fall Risk Evaluation Database Based on Electronic Health Record DataPengyuan Lu, Xian Li, Sooyong Jang, Alexander Lee, Sydney Pugh, Amanda Watson, Ragnhildur I. Bjarnadottir, Robert Lucero, George Demiris, Ani Nenkova, James Weimer, Insup Lee. 130-131 [doi]
• Computer-assisted medical billing information extraction: comparing rule-based and end-to-end transfer learning approachesSuhao Chen, Tuan-Dung Le, Thanh Thieu, Zhuqi Miao, Phuong D. Nguyen, Andrew Gin. 132-133 [doi]
• Explainable Deep Learning Models on the Diagnosis of PneumoniaYuting Yang, Gang Mei, Francesco Piccialli. 134-138 [doi]
• Deep Learning and its Benefits in Prediction of Patients Through Medical ImagesLida Kouhalvandi, Ladislau Matekovits, Ildiko Peter. 139-142 [doi]
• Diabetic Retinopathy Images Classification via Multiple Instance LearningEugenio Vocaturo, Ester Zumpano. 143-148 [doi]
• A Machine Learning Driven Pipeline for Automated Photoplethysmogram Signal Artifact DetectionLuca Cerny Oliveira, Zhengfeng Lai, Wenbo Geng, Heather Siefkes, Chen-Nee Chuah. 149-154 [doi]
• Key Generation of Biomedical Implanted Antennas Through Artificial Neural NetworksLida Kouhalvandi, Ladislau Matekovits, Ildiko Peter. 161-165 [doi]
• Automatic Extraction of Interpretable Knowledge to Predict the Survival of Patients with Heart FailureGiovanna Sannino, Giuseppe De Pietro, Ivanoe De Falco. 166-173 [doi]
• A Multisensory Platform for Maximizing Collective Intelligence in the Operating RoomDaniela Lo Presti, Raffaele Gravina, Carlo Massaroni, Domenico Formica, Emiliano Schena, Giancarlo Fortino. 174-178 [doi]
• A dynamic power-aware strategy for Smart Health applicationsCarmela Comito, Deborah Falcone, Agostino Forestiero, Giuseppe Papuzzo. 179-184 [doi]
• TeNDER: towards efficient Health Systems through e-Health platforms employing multimodal monitoringVassilis Solachidis, Jaime Rodriguez Moreno, Gustavo Hernández-Peñaloza, Nicholas Vretos, Federico Álvarez, Petros Daras. 185-192 [doi]
• Early Detection of Eating Disorders using Social MediaBlanca Tébar, Anandha Gopalan. 193-198 [doi]
• Digital Twins in cancer: State-of-the-art and open researchKamran Gholizadeh HamlAbadi, Monireh Vahdati, Ali Mohammad Saghiri, Agostino Forestiero. 199-204 [doi]
• Improving the Performance of Ambulance Emergency Service Using Smart Health SystemsMohammad Abdeen, Mohamed Hossam Ahmed, Hafez Seliem, Mustafa El-Nainay, Tarek Rahil Sheltami. 205-209 [doi]
• Envisioning the Future: Activity-centred CONOPS in the Co-Design of a Sociotechnical System for Healthy AgeingMelanie Labor, Michael Cooke, Barbara Guerra, Marco Manso, Malcolm MacLachlan. 210-215 [doi]
• A Framework for Project Risk Assessment in TelehealthEmilio Sulis, Alex Cordero, Simone Donetti, Paolo Ferrero, Andrea Violato. 216-221 [doi]