Jim Reilly

Jim  Reilly

McMaster University

H-index: 35

North America-Canada

About Jim Reilly

Jim Reilly, With an exceptional h-index of 35 and a recent h-index of 20 (since 2020), a distinguished researcher at McMaster University, specializes in the field of signal processing, machine learning, neuroscience.

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

A New Non-Negative Matrix Factorization Approach for Blind Source Separation of Cardiovascular and Respiratory Sound Based on the Periodicity of Heart and Lung Function

Tracking auditory mismatch negativity responses during full conscious state and coma

Gray matter volume drives the brain age gap in schizophrenia: a SHAP study

List of Supplementary Material for the article

Predicting criminal and violent outcomes in psychiatry: a meta-analysis of diagnostic accuracy

BRAIN COMMUNICATIONS AIN COMMUNICATIONS

Predicting treatment response using EEG in major depressive disorder: A machine-learning meta-analysis

The sound of silence: Predictive error responses to unexpected sound omission in adults

Jim Reilly Information

University

Position

___

Citations(all)

4522

Citations(since 2020)

1339

Cited By

3679

hIndex(all)

35

hIndex(since 2020)

20

i10Index(all)

77

i10Index(since 2020)

34

Email

University Profile Page

McMaster University

Google Scholar

View Google Scholar Profile

Jim Reilly Skills & Research Interests

signal processing

machine learning

neuroscience

Top articles of Jim Reilly

Title

Journal

Author(s)

Publication Date

A New Non-Negative Matrix Factorization Approach for Blind Source Separation of Cardiovascular and Respiratory Sound Based on the Periodicity of Heart and Lung Function

arXiv preprint arXiv:2305.01889

Yasaman Torabi

Shahram Shirani

James P Reilly

2023/5/3

Tracking auditory mismatch negativity responses during full conscious state and coma

Frontiers in Neurology

Adianes Herrera-Diaz

Rober Boshra

Paniz Tavakoli

Chia-Yu A Lin

Netri Pajankar

...

2023/3/10

Gray matter volume drives the brain age gap in schizophrenia: a SHAP study

Schizophrenia

Pedro L Ballester

Jee Su Suh

Natalie CW Ho

Liangbing Liang

Stefanie Hassel

...

2023/1/9

List of Supplementary Material for the article

Chirag M Vyas

David Mischoulon

Grace Chang

Nancy R Cook

Alison Weinberg

...

2023

Predicting criminal and violent outcomes in psychiatry: a meta-analysis of diagnostic accuracy

Devon Watts

Taiane de Azevedo Cardoso

Diego Librenza-Garcia

Pedro Ballester

Ives Cavalcante Passos

...

2022/11/9

BRAIN COMMUNICATIONS AIN COMMUNICATIONS

LA Benjamin

E Lim

M Sokolska

J Markus

T Zaletel

...

2022

Predicting treatment response using EEG in major depressive disorder: A machine-learning meta-analysis

Devon Watts

Rafaela Fernandes Pulice

Jim Reilly

Andre R Brunoni

Flávio Kapczinski

...

2022/8/12

The sound of silence: Predictive error responses to unexpected sound omission in adults

European Journal of Neuroscience

David A Prete

David Heikoop

Joshua E McGillivray

James P Reilly

Laurel J Trainor

2022/4

A machine learning approach to identification of self-harm and suicidal ideation among military and police Veterans

Journal of Military, Veteran and Family Health

Sinisa Colic

Jiang Chen He

J Don Richardson

Kate St Cyr

James P Reilly

...

2022/2/1

Longitudinal changes in sleep, biological rhythms, and light exposure from late pregnancy to postpartum and their impact on peripartum mood and anxiety

The Journal of Clinical Psychiatry

Anastasiya Slyepchenko

Luciano Minuzzi

James P Reilly

Benicio N Frey

2022/1/18

Advanced signal processing methods for characterization of schizophrenia

IEEE Transactions on Biomedical Engineering

Kirill Masychev

Claudio Ciprian

Maryam Ravan

James P Reilly

Duncan MacCrimmon

2021/3/3

Detection of suicidal ideation in depressed subjects using resting electroencephalography features identified by machine learning algorithms

Biological Psychiatry

Gary Hasey

Sinisa Colic

Jim Reilly

Duncan MacCrimmon

Ahmad Khodayari

...

2020/5/1

On the time-course of functional connectivity: theory of a dynamic progression of concussion effects

Brain Communications

Rober Boshra

Kyle I Ruiter

Kiret Dhindsa

Ranil Sonnadara

James P Reilly

...

2020

A machine learning approach using effective connectivity to predict response to clozapine treatment

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Claudio Ciprian

Kirill Masychev

Maryam Ravan

James P Reilly

Duncan Maccrimmon

2020/12

Impact of physiological sensor variance on machine learning algorithms

Ama Simons

Thomas Doyle

David Musson

James Reilly

2020/10/11

See List of Professors in Jim Reilly University(McMaster University)

Co-Authors

H-index: 38
Natalia Nikolova

Natalia Nikolova

McMaster University

H-index: 36
Shahram Shirani

Shahram Shirani

McMaster University

H-index: 25
Hubert de Bruin

Hubert de Bruin

McMaster University

H-index: 22
Gary Hasey

Gary Hasey

McMaster University

H-index: 22
Reza K. Amineh

Reza K. Amineh

New York Institute of Technology

H-index: 22
Maryam Ravan, PhD, SMIEEE

Maryam Ravan, PhD, SMIEEE

New York Institute of Technology

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