Yuvaraj Rajamanickam

Yuvaraj Rajamanickam

Nanyang Technological University

H-index: 21

Asia-Singapore

About Yuvaraj Rajamanickam

Yuvaraj Rajamanickam, With an exceptional h-index of 21 and a recent h-index of 20 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of Biosignal Processing, Affective Computing in Education, Brain Machine Interface.

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

Abnormal EEG detection using time-frequency images and convolutional neural network

Classification of low-functioning and high-functioning autism using task-based EEG signals

A comparative study on EEG features for neonatal seizure detection

Optimization of Pre-Ictal Interval Time Period for Epileptic Seizure Prediction Using Temporal and Frequency Features.

A decision support system for automated diagnosis of Parkinson’s disease from EEG using FAWT and entropy features

Emotion recognition from spatio-temporal representation of EEG signals via 3D-CNN with ensemble learning techniques

Comprehensive analysis of feature extraction methods for emotion recognition from multichannel EEG recordings

Multi-Class Seizure Type Classification Using Features Extracted from the EEG

Yuvaraj Rajamanickam Information

University

Position

___

Citations(all)

2114

Citations(since 2020)

1889

Cited By

827

hIndex(all)

21

hIndex(since 2020)

20

i10Index(all)

30

i10Index(since 2020)

30

Email

University Profile Page

Nanyang Technological University

Google Scholar

View Google Scholar Profile

Yuvaraj Rajamanickam Skills & Research Interests

Biosignal Processing

Affective Computing in Education

Brain Machine Interface

Top articles of Yuvaraj Rajamanickam

Title

Journal

Author(s)

Publication Date

Abnormal EEG detection using time-frequency images and convolutional neural network

R Yuvaraj

M Murugappan

2023

Classification of low-functioning and high-functioning autism using task-based EEG signals

Biomedical Signal Processing and Control

B Divya

N Udayakumar

Rajamanickam Yuvaraj

A Kavitha

2023/8/1

A comparative study on EEG features for neonatal seizure detection

S Abirami

John Thomas

Rajamanickam Yuvaraj

Jac Fredo Agastinose Ronickom

2022/6/18

Optimization of Pre-Ictal Interval Time Period for Epileptic Seizure Prediction Using Temporal and Frequency Features.

Studies in Health Technology and Informatics

Shaik Gadda AA

Dhanvi Vedantham

John Thomas

Yuvaraj Rajamanickam

Ramshekhar N Menon

...

2023/5/1

A decision support system for automated diagnosis of Parkinson’s disease from EEG using FAWT and entropy features

Biomedical Signal Processing and Control

Parikha Chawla

Shashi B Rana

Hardeep Kaur

Kuldeep Singh

Rajamanickam Yuvaraj

...

2023/1/1

Emotion recognition from spatio-temporal representation of EEG signals via 3D-CNN with ensemble learning techniques

Brain Sciences

Rajamanickam Yuvaraj

Arapan Baranwal

A Amalin Prince

M Murugappan

Javeed Shaikh Mohammed

2023/4/19

Comprehensive analysis of feature extraction methods for emotion recognition from multichannel EEG recordings

Sensors

Rajamanickam Yuvaraj

Prasanth Thagavel

John Thomas

Jack Fogarty

Farhan Ali

2023/1/12

Multi-Class Seizure Type Classification Using Features Extracted from the EEG

Abirami Selvaraj

Swarubini Pj

John Thomas

Yuvaraj Rajamanickam

Ramshekhar N Menon

...

2023

Diagnosis of Parkinson's disease from electroencephalography signals using linear and self‐similarity features

Expert Systems

Ankit A Bhurane

Shivani Dhok

Manish Sharma

Rajamanickam Yuvaraj

Murugappan Murugappan

...

2022/8

Biomedical signals based computer-aided diagnosis for neurological disorders

M Murugappan

Yuvaraj Rajamanickam

2022/6/17

Method and system for seizure detection

2022/5/5

EEG-based emotion charting for Parkinson's disease patients using Convolutional Recurrent Neural Networks and cross dataset learning

Computers in biology and medicine

Muhammad Najam Dar

Muhammad Usman Akram

Rajamanickam Yuvaraj

Sajid Gul Khawaja

Murugappan Murugappan

2022/5/1

Improving automated diagnosis of epilepsy from EEGs beyond IEDs

Journal of Neural Engineering

Prasanth Thangavel

John Thomas

Nishant Sinha

Wei Yan Peh

Rajamanickam Yuvaraj

...

2022/11/24

Assessing attentive monitoring levels in dynamic environments through visual neuro-assisted approach

Heliyon

Yu Fei Li

Sun Woh Lye

Yuvaraj Rajamanickam

2022/3/1

Investigating the effects of microclimate on physiological stress and brain function with data science and wearables

Sustainability

Kenneth YT Lim

Minh Anh Nguyen Duc

Minh Tuan Nguyen Thien

Rajamanickam Yuvaraj

Jack S Fogarty

2022/8/29

Computational Approaches for Diagnosis and Monitoring of Epilepsy from Scalp EEG

Rajamanickam Yuvaraj

John Thomas

Elham Bagheri

Justin Dauwels

Rahul Rathakrishnan

...

2022/1/14

Time–frequency decomposition of scalp electroencephalograms improves deep learning-based epilepsy diagnosis

International journal of neural systems

Prasanth Thangavel

John Thomas

Wei Yan Peh

Jin Jing

Rajamanickam Yuvaraj

...

2021/8/16

Correlation analysis of emotional EEG in alpha, beta and gamma frequency bands

Journal of Physics: Conference Series

WY Choong

W Khairunizam

WA Mustafa

M Murugappan

A Hamid

...

2021/8/1

Automated EEG pathology detection based on different convolutional neural network models: Deep learning approach

Computers in Biology and Medicine

Rishabh Bajpai

Rajamanickam Yuvaraj

A Amalin Prince

2021/6/1

Automated adult epilepsy diagnostic tool based on interictal scalp electroencephalogram characteristics: A six-center study

International journal of neural systems

John Thomas

Prasanth Thangavel

Wei Yan Peh

Jin Jing

Rajamanickam Yuvaraj

...

2021/5/12

See List of Professors in Yuvaraj Rajamanickam University(Nanyang Technological University)

Co-Authors

H-index: 79
Sydney S. Cash

Sydney S. Cash

Harvard University

H-index: 61
M. Brandon Westover, MD, PhD

M. Brandon Westover, MD, PhD

Harvard University

H-index: 48
Justin Dauwels

Justin Dauwels

Technische Universiteit Delft

H-index: 46
Edward J. Ciaccio

Edward J. Ciaccio

Columbia University in the City of New York

H-index: 37
Norlinah Mohamed Ibrahim

Norlinah Mohamed Ibrahim

Universiti Kebangsaan Malaysia

H-index: 29
Kenneth Sundaraj

Kenneth Sundaraj

Universiti Teknikal Malaysia Melaka

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