Rachneet Kaur

About Rachneet Kaur

Rachneet Kaur, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Deep Learning, Healthcare, Quantitative Finance, Signal Processing, Electrical Markets.

His recent articles reflect a diverse array of research interests and contributions to the field:

Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark

A Deep Learning Approach for Automatic and Objective Grading of the Motor Impairment Severity in Parkinson’s Disease for Use in Tele-Assessments

A deep learning approach for grading of motor impairment severity in Parkinson’s disease

Application of Aligned-UMAP to longitudinal biomedical studies

Financial time series forecasting using CNN and transformer

Deep Learning for Multiple Sclerosis Differentiation Using Multi-Stride Dynamics in Gait

From Pixels to Predictions: Spectrogram and Vision Transformer for Better Time Series Forecasting

Identification and prediction of Parkinson’s disease subtypes and progression using machine learning in two cohorts

Rachneet Kaur Information

University

Position

___

Citations(all)

143

Citations(since 2020)

142

Cited By

19

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Rachneet Kaur Skills & Research Interests

Deep Learning

Healthcare

Quantitative Finance

Signal Processing

Electrical Markets

Top articles of Rachneet Kaur

Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark

arXiv preprint arXiv:2404.16563

2024/4/25

A Deep Learning Approach for Automatic and Objective Grading of the Motor Impairment Severity in Parkinson’s Disease for Use in Tele-Assessments

Sensors

2023/11/6

Rachneet Kaur
Rachneet Kaur

H-Index: 2

Richard Sowers
Richard Sowers

H-Index: 11

A deep learning approach for grading of motor impairment severity in Parkinson’s disease

2023/7/24

Application of Aligned-UMAP to longitudinal biomedical studies

Patterns

2023/6/9

Financial time series forecasting using CNN and transformer

arXiv preprint arXiv:2304.04912

2023/4/11

Deep Learning for Multiple Sclerosis Differentiation Using Multi-Stride Dynamics in Gait

IEEE Transactions on Biomedical Engineering

2023/1/20

From Pixels to Predictions: Spectrogram and Vision Transformer for Better Time Series Forecasting

2023/11/27

Identification and prediction of Parkinson’s disease subtypes and progression using machine learning in two cohorts

npj Parkinson's Disease

2022/12/16

Machine learning for digital health: Transforming clinical data into knowledge

2022/12/2

Rachneet Kaur
Rachneet Kaur

H-Index: 2

A Vision-Based Framework for Predicting Multiple Sclerosis and Parkinson's Disease Gait Dysfunctions—A Deep Learning Approach

IEEE Journal of Biomedical and Health Informatics

2022/9/20

Rachneet Kaur
Rachneet Kaur

H-Index: 2

Richard Sowers
Richard Sowers

H-Index: 11

Virtual reality: Recent advancements, applications and challenges

2022/9/1

Feasibility of VR technology in eliciting state anxiety changes while walking in older women

2021/11/1

Machine learning and price-based load scheduling for an optimal IoT control in the smart and frugal home

Energy and AI

2021/3/1

Rachneet Kaur
Rachneet Kaur

H-Index: 2

Kevin Thompson
Kevin Thompson

H-Index: 6

Predicting multiple sclerosis from gait dynamics using an instrumented treadmill: A machine learning approach

IEEE Transactions on Biomedical Engineering

2020/12/30

Exploration of machine learning to identify community dwelling older adults with balance dysfunction using short duration accelerometer data

2020/7/20

Automatic identification of brain independent components in electroencephalography data collected while standing in a virtually immersive environment-A Deep Learning-Based approach

2020/7/20

Rachneet Kaur
Rachneet Kaur

H-Index: 2

Richard Sowers
Richard Sowers

H-Index: 11

Virtual Reality and Movement Disorders

2020/6/30

See List of Professors in Rachneet Kaur University(University of Illinois at Urbana-Champaign)

Co-Authors

academic-engine