Manuel E. Hernandez

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 20

Top Topics

Characteristic Features

Virtual Reality

Multiple Sclerosis

Top Venues

IEEE J. Biomed. Health Informatics

IEEE Trans. Biomed. Eng.

Publications

Yang Hu, Mengyue Huang, Jonathan Cerna, Rachneet Kaur, Manuel E. Hernandez
Tai Chi Expertise Classification in Older Adults Using Wrist Wearables and Machine Learning. Sensors 24 (15) (2024)
Prithvi Prakash, Rachneet Kaur, Joshua Levy, Richard B. Sowers, James Brasic, Manuel E. Hernandez
A Deep Learning Approach for Grading of Motor Impairment Severity in Parkinson's Disease. EMBC (2023)
Rachneet Kaur, Joshua Levy, Robert W. Motl, Richard B. Sowers, Manuel E. Hernandez
Deep Learning for Multiple Sclerosis Differentiation Using Multi-Stride Dynamics in Gait. IEEE Trans. Biomed. Eng. 70 (7) (2023)
Rachneet Kaur, Robert W. Motl, Richard B. Sowers, Manuel E. Hernandez
A Vision-Based Framework for Predicting Multiple Sclerosis and Parkinson's Disease Gait Dysfunctions - A Deep Learning Approach. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Grainger Sasso, Lingxiao Mou, Manuel E. Hernandez
Classification of fall risk across the lifespan using gait derived features from a wearable device. EMBC (2023)
Gekai Liao, Siwen Wang, Zijing Wei, Bohan Liu, Ryu Okubo, Manuel E. Hernandez
Online classifier of AMICA model to evaluate state anxiety while standing in virtual reality. EMBC (2022)
Liran Ziegelman, Abdulrahman Alkurdi, Yang Hu, Alka Bishnoi, Rachneet Kaur, Richard B. Sowers, Elizabeth T. Hsiao-Wecksler, Manuel E. Hernandez
Feasibility of VR Technology in Eliciting State Anxiety Changes While Walking in Older Women. EMBC (2021)
Rachneet Kaur, Zizhang Chen, Robert W. Motl, Manuel E. Hernandez, Richard B. Sowers
Predicting Multiple Sclerosis From Gait Dynamics Using an Instrumented Treadmill: A Machine Learning Approach. IEEE Trans. Biomed. Eng. 68 (9) (2021)
Siwen Wang, Ryu Okubo, Gekai Liao, Conrad Ku, Richard B. Sowers, Manuel E. Hernandez
Designing a closed loop system to achieve real-time evaluation and manipulation of state anxiety while walking in virtual reality. NER (2021)
Jonathan Weyhenmeyer, Manuel E. Hernandez, Claudia Lainscsek, Howard Poizner, Terrence J. Sejnowski
Multimodal classification of Parkinson's disease using delay differential analysis. BIBM (2020)
Rachneet Kaur, Maxim Korolkov, Manuel E. Hernandez, Richard B. Sowers
Automatic Identification of Brain Independent Components in Electroencephalography Data Collected while Standing in a Virtually Immersive Environment - A Deep Learning-Based Approach. EMBC (2020)
Andrew Hua, Pratik Chaudhari, Nicole Johnson, Joshua Quinton, Bruce R. Schatz, David Buchner, Manuel E. Hernandez
Evaluation of Machine Learning Models for Classifying Upper Extremity Exercises Using Inertial Measurement Unit-Based Kinematic Data. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Yang Hu, Alka Bishnoi, Rachneet Kaur, Richard B. Sowers, Manuel E. Hernandez
Exploration of Machine Learning to Identify Community Dwelling Older Adults with Balance Dysfunction Using Short Duration Accelerometer Data. EMBC (2020)
Rachneet Kaur, Sanjana Menon, Xiaomiao Zhang, Richard B. Sowers, Manuel E. Hernandez
Exploring Characteristic Features in Gait Patterns for Predicting Multiple Sclerosis. EMBC (2019)
Rongyi Sun, Rachneet Kaur, Liran Ziegelman, Shuo Yang, Richard B. Sowers, Manuel E. Hernandez
Using Virtual Reality to Examine the Correlation between Balance Function and Anxiety in Stance. BIBM (2019)
Rachneet Kaur, Rongyi Sun, Liran Ziegelman, Richard B. Sowers, Manuel E. Hernandez
Using Virtual Reality to Examine the Neural and Physiological Responses to Height and Perturbations in Quiet Standing. EMBC (2019)
Rachneet Kaur, Rongyi Sun, Liran Ziegelman, Richard B. Sowers, Manuel E. Hernandez
Using Virtual Reality to Examine the Neural and Physiological Anxiety-Related Responses to Balance-Demanding Target-Reaching Leaning Tasks. Humanoids (2019)
Rachneet Kaur, Xun Lin, Alexander Layton, Manuel E. Hernandez, Richard B. Sowers
Virtual Reality, Visual Cliffs, and Movement Disorders. EMBC (2018)
Liran Ziegelman, Yang Hu, Manuel E. Hernandez
Neuromechanical Simulation of Hand Pronation and Supination Task in Parkinson's disease. EMBC (2018)
Christopher Widdowson, Jatin Ganhotra, Mohammed Faizal, Marissa Wilko, Saurin Parikh, Zainulabidin Adhami, Manuel E. Hernandez
Virtual reality applications in assessing the effect of anxiety on sensorimotor integration in human postural control. EMBC (2016)
Claudia Lainscsek, Manuel E. Hernandez, Howard Poizner, Terrence J. Sejnowski
Delay Differential Analysis of Electroencephalographic Data. Neural Comput. 27 (3) (2015)
Jonathan Weyhenmeyer, Manuel E. Hernandez, Claudia Lainscsek, Terrence J. Sejnowski, Howard Poizner
Muscle artifacts in single trial EEG data distinguish patients with Parkinson's disease from healthy individuals. EMBC (2014)