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ORCIDManuel E. Hernandez
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2020 – today
- 2024
[j8]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): 4955 (2024)- [j7]Yih-Kuen Jan, Chi-Wen Lung, Ben-Yi Liau, Manuel E. Hernandez:
Editorial for the Special Issue on Sensors and Wearable Technologies in Sports Biomechanics. Sensors 24(19): 6219 (2024) - 2023
- [j6]Mehar Singh, Prithvi Prakash, Rachneet Kaur, Richard B. Sowers, James Robert Brasic, Manuel Enrique Hernandez:
A Deep Learning Approach for Automatic and Objective Grading of the Motor Impairment Severity in Parkinson's Disease for Use in Tele-Assessments. Sensors 23(21): 9004 (2023) - [j5]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): 2181-2192 (2023) - [j4]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): 190-201 (2023) - [c16]Prithvi Prakash, Rachneet Kaur, Joshua Levy, Richard B. Sowers, James R. Brasic, Manuel E. Hernandez:
A Deep Learning Approach for Grading of Motor Impairment Severity in Parkinson's Disease. EMBC 2023: 1-4 - [c15]Grainger Sasso, Lingxiao Mou, Manuel E. Hernandez:
Classification of fall risk across the lifespan using gait derived features from a wearable device. EMBC 2023: 1-4 - 2022
- [c14]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: 381-384 - 2021
- [j3]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): 2666-2677 (2021) - [c13]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: 583-586 - [c12]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: 45-48 - 2020
- [j2]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): 2452-2460 (2020) - [c11]Jonathan Weyhenmeyer, Manuel E. Hernandez, Claudia Lainscsek, Howard Poizner, Terrence J. Sejnowski:
Multimodal classification of Parkinson's disease using delay differential analysis. BIBM 2020: 2868-2875 - [c10]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: 95-98 - [c9]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: 812-815
2010 – 2019
- 2019
- [c8]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: 1633-1640 - [c7]Rachneet Kaur, Sanjana Menon, Xiaomiao Zhang, Richard B. Sowers, Manuel E. Hernandez:
Exploring Characteristic Features in Gait Patterns for Predicting Multiple Sclerosis. EMBC 2019: 4217-4220 - [c6]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: 5233-5236 - [c5]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: 1-7 - 2018
- [c4]Rachneet Kaur, Xun Lin, Alexander Layton, Manuel E. Hernandez, Richard B. Sowers:
Virtual Reality, Visual Cliffs, and Movement Disorders. EMBC 2018: 81-84 - [c3]Liran Ziegelman, Yang Hu, Manuel E. Hernandez:
Neuromechanical Simulation of Hand Pronation and Supination Task in Parkinson's disease. EMBC 2018: 2060-2063 - 2016
- [c2]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: 33-36 - 2015
- [j1]Claudia Lainscsek, Manuel E. Hernandez, Howard Poizner, Terrence J. Sejnowski:
Delay Differential Analysis of Electroencephalographic Data. Neural Comput. 27(3): 615-627 (2015) - 2014
- [c1]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: 3292-3295
Coauthor Index
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