Catherine Mooney

About Catherine Mooney

Catherine Mooney, With an exceptional h-index of 31 and a recent h-index of 26 (since 2020), a distinguished researcher at University College Dublin, specializes in the field of Bioinformatics, Biomedical Informatics, Computer Science Education, Machine Learning.

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

Pediatric and Adolescent Seizure Detection: A Machine Learning Approach Exploring the Influence of Age and Sex in Electroencephalogram Analysis

Brain cell-specific origin of circulating microRNA biomarkers in experimental temporal lobe epilepsy

Sense of Belonging of Undergraduate Computing Students: A Comparative Analysis of University Entry Routes

Transfer Learning-based Seizure Detection on Multiple Channels of Paediatric EEGs

Understanding a post-COVID Drop in the Belongingness of Minoritised Men in an Undergraduate Computer Science Course

Machine learning-based clinical decision support systems for pregnancy care: a systematic review

A Machine Learning Approach for Sex and Age Classification of Paediatric EEGs

Investigating the Need for Pediatric-Specific Machine Learning Approaches for Seizure Detection in EEG

Catherine Mooney Information

University

Position

Assistant Professor School of Computer Science

Citations(all)

3396

Citations(since 2020)

2350

Cited By

1685

hIndex(all)

31

hIndex(since 2020)

26

i10Index(all)

56

i10Index(since 2020)

53

Email

University Profile Page

Google Scholar

Catherine Mooney Skills & Research Interests

Bioinformatics

Biomedical Informatics

Computer Science Education

Machine Learning

Top articles of Catherine Mooney

Title

Journal

Author(s)

Publication Date

Pediatric and Adolescent Seizure Detection: A Machine Learning Approach Exploring the Influence of Age and Sex in Electroencephalogram Analysis

BioMedInformatics

Lan Wei

Catherine Mooney

2024/3/6

Brain cell-specific origin of circulating microRNA biomarkers in experimental temporal lobe epilepsy

Frontiers in Molecular Neuroscience

Elizabeth Brindley

Mona Heiland

Catherine Mooney

Mairead Diviney

Omar Mamad

...

2023/9/22

Sense of Belonging of Undergraduate Computing Students: A Comparative Analysis of University Entry Routes

Shamima Nasrin Runa

Andrew McCartan

Brett A Becker

Catherine Mooney

2023/9/7

Transfer Learning-based Seizure Detection on Multiple Channels of Paediatric EEGs

Lan Wei

Catherine Mooney

2023

Understanding a post-COVID Drop in the Belongingness of Minoritised Men in an Undergraduate Computer Science Course

Shamima Nasrin Runa

Andrew McCartan

Brett A Becker

Catherine Mooney

2023/12/5

Machine learning-based clinical decision support systems for pregnancy care: a systematic review

Mirza Mansoor Baig

Hamid Gholam Hosseini

Maria Lindén

2016/11/22

A Machine Learning Approach for Sex and Age Classification of Paediatric EEGs

Lan Wei

John C McHugh

Catherine Mooney

2023

Investigating the Need for Pediatric-Specific Machine Learning Approaches for Seizure Detection in EEG

Lan Wei

Catherine Mooney

2023/4/21

Interictal Epileptiform Discharge Classification for the Prediction of Epilepsy Type in Children

Lan Wei

John C Mchugh

Catherine Mooney

2023/11/9

Towards an explainable clinical decision support system for large-for-gestational-age births

Plos one

Yuhan Du

Anthony R Rafferty

Fionnuala M McAuliffe

John Mehegan

Catherine Mooney

2023/2/21

Prediction of Epilepsy Phenotype in Intra-amygdala Kainic Acid Mouse Model of Epilepsy

Mercy Edoho

Omar Mamad

David C Henshall

Catherine Mooney

Lan Wei

2023/11/9

Student Sense of Belonging: The Role of Gender Identity and Minoritisation in Computing and Other Sciences

Shamima Nasrin Runa

Anna Markella Antoniadi

Brett A Becker

Catherine Mooney

2023/1/30

Evaluating the Sense of Belonging of Undergraduate Computing Students in the UK and Ireland

Catherine Mooney

Fiona McNeill

Brett A Becker

2023/9/7

Spindle-AI: sleep spindle number and duration estimation in infant EEG

IEEE Transactions on Biomedical Engineering

Lan Wei

Soraia Ventura

Sean Mathieson

Geraldine B Boylan

Madeleine Lowery

...

2021/7/19

The role of XAI in advice-taking from a clinical decision support system: A comparative user study of feature contribution-based and example-based explanations

Applied Sciences

Yuhan Du

Anna Markella Antoniadi

Catherine McNestry

Fionnuala M McAuliffe

Catherine Mooney

2022/10/13

Application of artificial intelligence techniques to predict risk of recurrence of breast cancer: a systematic review

Journal of Solar Energy Engineering

Amin Shahsavar

Seyed Amin Bagherzadeh

Masoud Afrand

2021/10/1

Variations in sense of belonging in undergraduate computing students through the COVID-19 pandemic

Shamima Nasrin Runa

Brett A Becker

Catherine Mooney

2022/9/1

A clinical decision support system for the prediction of quality of life in ALS

Journal of Personalized Medicine

Anna Markella Antoniadi

Miriam Galvin

Mark Heverin

Lan Wei

Orla Hardiman

...

2022/3/10

Investigating the need for pediatric-specific automatic seizure detection

Lan Wei

Catherine Mooney

2022/12/3

An explainable machine learning-based clinical decision support system for prediction of gestational diabetes mellitus

Scientific Reports

Yuhan Du

Anthony R Rafferty

Fionnuala M McAuliffe

Lan Wei

Catherine Mooney

2022/1/21

See List of Professors in Catherine Mooney University(University College Dublin)

Co-Authors

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