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Rachneet Kaur
Rachneet Kaur
Research Scientist, J.P. Morgan AI Research | Ph.D., University of Illinois at Urbana Champaign
Verificeret mail på illinois.edu - Startside
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Predicting multiple sclerosis from gait dynamics using an instrumented treadmill: A machine learning approach
R Kaur, Z Chen, R Motl, ME Hernandez, R Sowers
IEEE Transactions on Biomedical Engineering 68 (9), 2666-2677, 2020
242020
A Vision-Based Framework for Predicting Multiple Sclerosis and Parkinson's Disease Gait Dysfunctions—A Deep Learning Approach
R Kaur, RW Motl, R Sowers, ME Hernandez
IEEE Journal of Biomedical and Health Informatics 27 (1), 190-201, 2022
202022
Machine learning and price-based load scheduling for an optimal IoT control in the smart and frugal home
R Kaur, C Schaye, K Thompson, DC Yee, R Zilz, RS Sreenivas, ...
Energy and AI 3, 100042, 2021
192021
Identification and prediction of Parkinson’s disease subtypes and progression using machine learning in two cohorts
A Dadu, V Satone, R Kaur, SH Hashemi, H Leonard, H Iwaki, ...
npj Parkinson's Disease 8 (1), 172, 2022
172022
Using virtual reality to examine the neural and physiological anxiety-related responses to balance-demanding target-reaching leaning tasks
R Kaur, R Sun, L Ziegelman, R Sowers, ME Hernandez
2019 IEEE-RAS 19th International Conference on Humanoid Robots (Humanoids), 1-7, 2019
142019
Financial time series forecasting using CNN and transformer
Z Zeng, R Kaur, S Siddagangappa, S Rahimi, T Balch, M Veloso
arXiv preprint arXiv:2304.04912, 2023
112023
Using virtual reality to examine the neural and physiological responses to height and perturbations in quiet standing
R Kaur, R Sun, L Ziegelman, R Sowers, ME Hernandez
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
112019
Exploration of machine learning to identify community dwelling older adults with balance dysfunction using short duration accelerometer data
Y Hu, A Bishnoi, R Kaur, R Sowers, ME Hernandez
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
92020
Virtual reality, visual cliffs, and movement disorders
R Kaur, X Lin, A Layton, M Hernandez, R Sowers
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
92018
Virtual reality: Recent advancements, applications and challenges
L Bozgeyikli, R Bozgeyikli
CRC Press, 2022
82022
Application of Aligned-UMAP to longitudinal biomedical studies
A Dadu, VK Satone, R Kaur, MJ Koretsky, H Iwaki, YA Qi, DM Ramos, ...
Patterns 4 (6), 2023
62023
Identification and prediction of Parkinson’s disease subtypes and progression using machine learning in two cohorts. NPJ Parkinsons Dis. 8, 172
A Dadu, V Satone, R Kaur, SH Hashemi, H Leonard, H Iwaki, ...
62022
Predicting Alzheimer’s disease progression trajectory and clinical subtypes using machine learning
VK Satone, R Kaur, A Dadu, H Leonard, H Iwaki, M Makarious, L Sargent, ...
bioRxiv, 792432, 2019
62019
Exploring characteristic features in gait patterns for predicting multiple sclerosis
R Kaur, S Menon, X Zhang, R Sowers, ME Hernandez
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
52019
Learning the progression and clinical subtypes of Alzheimer's disease from longitudinal clinical data
V Satone, R Kaur, F Faghri, MA Nalls, AB Singleton, RH Campbell
arXiv preprint arXiv:1812.00546, 2018
52018
A deep learning approach for grading of motor impairment severity in Parkinson’s disease
P Prakash, R Kaur, J Levy, R Sowers, J Brašić, ME Hernandez
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
32023
Using virtual reality to examine the correlation between balance function and anxiety in stance
R Sun, R Kaur, L Ziegelman, S Yang, R Sowers, ME Hernandez
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019
32019
Deep Learning for Multiple Sclerosis Differentiation Using Multi-Stride Dynamics in Gait
R Kaur, J Levy, RW Motl, R Sowers, ME Hernandez
IEEE Transactions on Biomedical Engineering, 2023
22023
Feasibility of VR technology in eliciting state anxiety changes while walking in older women
L Ziegelman, A Alkurdi, Y Hu, A Bishnoi, R Kaur, R Sowers, ...
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
22021
Automatic identification of brain independent components in electroencephalography data collected while standing in a virtually immersive environment-A Deep Learning-Based approach
R Kaur, M Korolkov, ME Hernandez, R Sowers
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
12020
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Artikler 1–20