Manuel E. Hernandez

26 papers Journal 8Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Continuous Heart Rate Recovery Monitoring With ECG Signals From Wearables: Identifying Risk Groups in the General Population. IEEE J. Biomed. Health Informatics Ayse Dogan, Alka Bishnoi, Richard B. Sowers, Manuel E. Hernandez
2024	—	`conf`	Application of a Neural ODE to Classify Motion Control Strategy using EEG. EMBC Liran Ziegelman, Manuel E. Hernandez
2024	J	`jnl`	Editorial for the Special Issue on Sensors and Wearable Technologies in Sports Biomechanics. Sensors Yih-Kuen Jan, Chi-Wen Lung, Ben-Yi Liau, Manuel E. Hernandez
2024	—	`conf`	Physical, Social and Cognitive Stressor Identification using Electrocardiography-derived Features and Machine Learning from a Wearable Device. EMBC Maxine He, Jonathan Cerna, Abdulrahman Alkurdi, Ayse Dogan, Jennifer Zhao, Jean L. Clore, Richard B. Sowers, Elizabeth T. Hsiao-Wecksler, Manuel E. Hernandez
2024	J	`jnl`	Tai Chi Expertise Classification in Older Adults Using Wrist Wearables and Machine Learning. Sensors Yang Hu, Mengyue Huang, Jonathan Cerna, Rachneet Kaur, Manuel E. Hernandez
2023	—	`conf`	A Deep Learning Approach for Grading of Motor Impairment Severity in Parkinson's Disease. EMBC Prithvi Prakash, Rachneet Kaur, Joshua Levy, Richard B. Sowers, James R. Brasic, Manuel E. Hernandez
2023	J	`jnl`	A Vision-Based Framework for Predicting Multiple Sclerosis and Parkinson's Disease Gait Dysfunctions - A Deep Learning Approach. IEEE J. Biomed. Health Informatics Rachneet Kaur, Robert W. Motl, Richard B. Sowers, Manuel E. Hernandez
2023	—	`conf`	Classification of fall risk across the lifespan using gait derived features from a wearable device. EMBC Grainger Sasso, Lingxiao Mou, Manuel E. Hernandez
2023	J	`jnl`	Deep Learning for Multiple Sclerosis Differentiation Using Multi-Stride Dynamics in Gait. IEEE Trans. Biomed. Eng. Rachneet Kaur, Joshua Levy, Robert W. Motl, Richard B. Sowers, Manuel E. Hernandez
2022	—	`conf`	Online classifier of AMICA model to evaluate state anxiety while standing in virtual reality. EMBC Gekai Liao, Siwen Wang, Zijing Wei, Bohan Liu, Ryu Okubo, Manuel E. Hernandez
2021	—	`conf`	Designing a closed loop system to achieve real-time evaluation and manipulation of state anxiety while walking in virtual reality. NER Siwen Wang, Ryu Okubo, Gekai Liao, Conrad Ku, Richard B. Sowers, Manuel E. Hernandez
2021	—	`conf`	Feasibility of VR Technology in Eliciting State Anxiety Changes While Walking in Older Women. EMBC Liran Ziegelman, Abdulrahman Alkurdi, Yang Hu, Alka Bishnoi, Rachneet Kaur, Richard B. Sowers, Elizabeth T. Hsiao-Wecksler, Manuel E. Hernandez
2021	J	`jnl`	Predicting Multiple Sclerosis From Gait Dynamics Using an Instrumented Treadmill: A Machine Learning Approach. IEEE Trans. Biomed. Eng. Rachneet Kaur, Zizhang Chen, Robert W. Motl, Manuel E. Hernandez, Richard B. Sowers
2020	—	`conf`	Automatic Identification of Brain Independent Components in Electroencephalography Data Collected while Standing in a Virtually Immersive Environment - A Deep Learning-Based Approach. EMBC Rachneet Kaur, Maxim Korolkov, Manuel E. Hernandez, Richard B. Sowers
2020	J	`jnl`	Evaluation of Machine Learning Models for Classifying Upper Extremity Exercises Using Inertial Measurement Unit-Based Kinematic Data. IEEE J. Biomed. Health Informatics Andrew Hua, Pratik Chaudhari, Nicole Johnson, Joshua Quinton, Bruce R. Schatz, David Buchner, Manuel E. Hernandez
2020	—	`conf`	Exploration of Machine Learning to Identify Community Dwelling Older Adults with Balance Dysfunction Using Short Duration Accelerometer Data. EMBC Yang Hu, Alka Bishnoi, Rachneet Kaur, Richard B. Sowers, Manuel E. Hernandez
2020	—	`conf`	Multimodal classification of Parkinson's disease using delay differential analysis. BIBM Jonathan Weyhenmeyer, Manuel E. Hernandez, Claudia Lainscsek, Howard Poizner, Terrence J. Sejnowski
2019	—	`conf`	Exploring Characteristic Features in Gait Patterns for Predicting Multiple Sclerosis. EMBC Rachneet Kaur, Sanjana Menon, Xiaomiao Zhang, Richard B. Sowers, Manuel E. Hernandez
2019	—	`conf`	Using Virtual Reality to Examine the Correlation between Balance Function and Anxiety in Stance. BIBM Rongyi Sun, Rachneet Kaur, Liran Ziegelman, Shuo Yang, Richard B. Sowers, Manuel E. Hernandez
2019	—	`conf`	Using Virtual Reality to Examine the Neural and Physiological Anxiety-Related Responses to Balance-Demanding Target-Reaching Leaning Tasks. Humanoids Rachneet Kaur, Rongyi Sun, Liran Ziegelman, Richard B. Sowers, Manuel E. Hernandez
2019	—	`conf`	Using Virtual Reality to Examine the Neural and Physiological Responses to Height and Perturbations in Quiet Standing. EMBC Rachneet Kaur, Rongyi Sun, Liran Ziegelman, Richard B. Sowers, Manuel E. Hernandez
2018	—	`conf`	Neuromechanical Simulation of Hand Pronation and Supination Task in Parkinson's disease. EMBC Liran Ziegelman, Yang Hu, Manuel E. Hernandez
2018	—	`conf`	Virtual Reality, Visual Cliffs, and Movement Disorders. EMBC Rachneet Kaur, Xun Lin, Alexander Layton, Manuel E. Hernandez, Richard B. Sowers
2016	—	`conf`	Virtual reality applications in assessing the effect of anxiety on sensorimotor integration in human postural control. EMBC Christopher Widdowson, Jatin Ganhotra, Mohammed Faizal, Marissa Wilko, Saurin Parikh, Zainulabidin Adhami, Manuel E. Hernandez
2015	J	`jnl`	Delay Differential Analysis of Electroencephalographic Data. Neural Comput. Claudia Lainscsek, Manuel E. Hernandez, Howard Poizner, Terrence J. Sejnowski
2014	—	`conf`	Muscle artifacts in single trial EEG data distinguish patients with Parkinson's disease from healthy individuals. EMBC Jonathan Weyhenmeyer, Manuel E. Hernandez, Claudia Lainscsek, Terrence J. Sejnowski, Howard Poizner