Rajdeep Kumar Nath

Rajdeep Kumar Nath

University of Kentucky

H-index: 13

North America-United States

About Rajdeep Kumar Nath

Rajdeep Kumar Nath, With an exceptional h-index of 13 and a recent h-index of 12 (since 2020), a distinguished researcher at University of Kentucky, specializes in the field of Applied Machine Learning, Machine Learning Optimization, Smart Health, Embedded Systems.

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

Interhemispheric differences of electroencephalography signal characteristics in different sleep stages

Respiratory event index underestimates severity of sleep apnea compared to apnea-hypopnea index

Towards self-supervised learning of ecg signal representation for the classification of acute stress types

Baseline user calibration for cold-start model personalization in mental state estimation

Towards Multi-Functional ECG Smart System Based on a Client-Edge-Cloud Architecture

Cold-Start Model Adaptation: Evaluation of Short Baseline Calibration

Acute stress data-based fast biometric system using contrastive learning and ultra-short ecg signal segments

Quantum Annealing for Real-World Machine Learning Applications

Rajdeep Kumar Nath Information

University

Position

Research Assistant at

Citations(all)

522

Citations(since 2020)

453

Cited By

188

hIndex(all)

13

hIndex(since 2020)

12

i10Index(all)

14

i10Index(since 2020)

14

Email

University Profile Page

Google Scholar

Rajdeep Kumar Nath Skills & Research Interests

Applied Machine Learning

Machine Learning Optimization

Smart Health

Embedded Systems

Top articles of Rajdeep Kumar Nath

Interhemispheric differences of electroencephalography signal characteristics in different sleep stages

Sleep Medicine

2024/5/1

Ludger Grote
Ludger Grote

H-Index: 32

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Respiratory event index underestimates severity of sleep apnea compared to apnea-hypopnea index

Sleep Advances

2024/1/1

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Towards self-supervised learning of ecg signal representation for the classification of acute stress types

2023/6/5

Baseline user calibration for cold-start model personalization in mental state estimation

2023

Towards Multi-Functional ECG Smart System Based on a Client-Edge-Cloud Architecture

2023/10/15

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Cold-Start Model Adaptation: Evaluation of Short Baseline Calibration

2023/10/8

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Acute stress data-based fast biometric system using contrastive learning and ultra-short ecg signal segments

2023/10/8

Quantum Annealing for Real-World Machine Learning Applications

2023/8/7

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Himanshu Thapliyal
Himanshu Thapliyal

H-Index: 29

Machine learning based stress monitoring in older adults using wearable sensors and cortisol as stress biomarker

Journal of Signal Processing Systems

2022/6

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Himanshu Thapliyal
Himanshu Thapliyal

H-Index: 29

A review of machine learning classification using quantum annealing for real-world applications

2021/9

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Himanshu Thapliyal
Himanshu Thapliyal

H-Index: 29

Machine learning-based anxiety detection in older adults using wristband sensors and context feature

SN Computer Science

2021/9

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Himanshu Thapliyal
Himanshu Thapliyal

H-Index: 29

Wearable health monitoring system for older adults in a smart home environment

2021/7/7

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Himanshu Thapliyal
Himanshu Thapliyal

H-Index: 29

Quantum annealing for automated feature selection in stress detection

2021/7/7

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Himanshu Thapliyal
Himanshu Thapliyal

H-Index: 29

Machine learning based prediction of future stress events in a driving scenario

2021/6/14

Smart wristband-based stress detection framework for older adults with cortisol as stress biomarker

IEEE Transactions on Consumer Electronics

2021/2/8

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Himanshu Thapliyal
Himanshu Thapliyal

H-Index: 29

Novel machine learning and wearable sensor based solutions for smart healthcare monitoring

2021

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

PPG based continuous blood pressure monitoring framework for smart home environment

2020/6/2

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Himanshu Thapliyal
Himanshu Thapliyal

H-Index: 29

Machine learning based solutions for real-time stress monitoring

IEEE Consumer Electronics Magazine

2020/5/11

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Himanshu Thapliyal
Himanshu Thapliyal

H-Index: 29

Validating physiological stress detection model using cortisol as stress bio marker

2020/1/4

Rajdeep Kumar Nath
Rajdeep Kumar Nath

H-Index: 7

Himanshu Thapliyal
Himanshu Thapliyal

H-Index: 29

See List of Professors in Rajdeep Kumar Nath University(University of Kentucky)