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Scopus Author ID: 56251250500

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University College Dublin: Dublin, IE

2016-10-01 to present | Professor (School of Computer Science)
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Source: Self-asserted source
Catherine Mooney

Works (50 of 88)

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Page 1 of 2

Classification System for Predicting Emergent Epilepsy Phenotype in the Intra-Amygdala Kainic Acid Mouse Model of Epilepsy

IEEE Transactions on Biomedical Engineering
2025-03 | Journal article
DOI: 10.1109/TBME.2024.3481897
Contributors: Mercy Edoho; Omar Mamad; David C Henshall; Catherine Mooney; Lan Wei
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Transformer-Based Explainable Model for Breast Cancer Lesion Segmentation

Applied Sciences
2025-01-27 | Journal article
DOI: 10.3390/app15031295
Contributors: Huina Wang; Lan Wei; Bo Liu; Jianqiang Li; Jinshu Li; Juan Fang; Catherine Mooney
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Transfer Learning for the Identification of Paediatric EEGs With Interictal Epileptiform Abnormalities

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3415786
Contributors: Lan Wei; John C. Mchugh; Catherine Mooney
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Pathways to Belonging: Understanding How University Entry Routes Shape the Sense of Belonging of Undergraduate Computing Students

ACM Transactions on Computing Education
2024-12-31 | Journal article
DOI: 10.1145/3696464
Contributors: Shamima Nasrin Runa; Andrew McCartan; Brett A. Becker; Catherine Mooney
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AI-Based Electroencephalogram Analysis in Rodent Models of Epilepsy: A Systematic Review

Applied Sciences
2024-08-22 | Journal article
DOI: 10.3390/app14167398
Contributors: Mercy Edoho; Catherine Mooney; Lan Wei
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AI-Based EEG Analysis in Rodent Models of Epilepsy: A Systematic Review

2024-07-27 | Report
DOI: 10.37766/inplasy2024.7.0108
Contributors: Mercy Edoho; Catherine Mooney; Lan Wei
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An EEG-based Automatic Classification Model for Epilepsy with Explainable Artificial Intelligence

2024-06-14 | Conference paper
DOI: 10.1145/3678935.3678943
Contributors: Lan Wei; Catherine Mooney
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Crossref

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

BioMedInformatics
2024-03-06 | Journal article
DOI: 10.3390/biomedinformatics4010044
Contributors: Lan Wei; Catherine Mooney
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Understanding a post-COVID Drop in the Belongingness of Minoritised Men in an Undergraduate Computer Science Course

2023-12-05 | Conference paper
DOI: 10.1145/3617650.3624935
Contributors: Shamima Nasrin Runa; Andrew McCartan; Brett A. Becker; Catherine Mooney
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Crossref

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

2023-11-09 | Conference paper
DOI: 10.1145/3637732.3637737
Contributors: Lan Wei; John C Mchugh; Catherine Mooney
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Crossref

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

2023-11-09 | Conference paper
DOI: 10.1145/3637732.3637740
Contributors: Mercy Edoho; Omar Mamad; David C Henshall; Catherine Mooney; Lan Wei
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Crossref

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

2023-09-07 | Conference paper
DOI: 10.1145/3610969.3611145
Contributors: Catherine Mooney; Fiona McNeill; Brett A. Becker
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Crossref

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

2023-09-07 | Conference paper
DOI: 10.1145/3610969.3611139
Contributors: Shamima Nasrin Runa; Andrew McCartan; Brett A. Becker; Catherine Mooney
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Crossref

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

International Journal of Medical Informatics
2023-05 | Journal article
DOI: 10.1016/j.ijmedinf.2023.105040
Contributors: Yuhan Du; Catherine McNestry; Lan Wei; Anna Markella Antoniadi; Fionnuala M. McAuliffe; Catherine Mooney
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Towards an explainable clinical decision support system for large-for-gestational-age births

PLOS ONE
2023-02-21 | Journal article
DOI: 10.1371/journal.pone.0281821
Contributors: Yuhan Du; Jianhong Zhou; Anthony R. Rafferty; Fionnuala M. McAuliffe; John Mehegan; Catherine Mooney
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Crossref

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

2023-01-30 | Conference paper
DOI: 10.1145/3576123.3576133
Contributors: Shamima Nasrin Runa; Anna Markella Antoniadi; Brett A. Becker; Catherine Mooney
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Crossref

Deep-spindle: An automated sleep spindle detection system for analysis of infant sleep spindles

Computers in Biology and Medicine
2022-11 | Journal article
DOI: 10.1016/j.compbiomed.2022.106096
Contributors: Lan Wei; Soraia Ventura; Mary Anne Ryan; Sean Mathieson; Geraldine B. Boylan; Madeleine Lowery; Catherine Mooney
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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
2022-10-13 | Journal article
DOI: 10.3390/app122010323
Contributors: Yuhan Du; Anna Markella Antoniadi; Catherine McNestry; Fionnuala M. McAuliffe; Catherine Mooney
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Application of Artificial Intelligence Techniques to Predict Risk of Recurrence of Breast Cancer: A Systematic Review

Journal of Personalized Medicine
2022-09-13 | Journal article
DOI: 10.3390/jpm12091496
Contributors: Claudia Mazo; Claudia Aura; Arman Rahman; William M. Gallagher; Catherine Mooney
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A Clinical Decision Support System for the Prediction of Quality of Life in ALS

Journal of Personalized Medicine
2022-03-10 | Journal article
DOI: 10.3390/jpm12030435
Contributors: Anna Markella Antoniadi; Miriam Galvin; Mark Heverin; Lan Wei; Orla Hardiman; Catherine Mooney
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A Simple, Language-Independent Approach to Identifying Potentially At-Risk Introductory Programming Students

ACM International Conference Proceeding Series
2021 | Conference paper
DOI: 10.1145/3441636.3442318
EID:

2-s2.0-85103283851
Contributors: Becker, B.A.; Mooney, C.; Kumar, A.N.; Russell, S.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Development of an explainable clinical decision support system for the prediction of patient quality of life in amyotrophic lateral sclerosis

Proceedings of the ACM Symposium on Applied Computing
2021 | Conference paper
DOI: 10.1145/3412841.3441940
EID:

2-s2.0-85105016478
Contributors: Antoniadi, A.M.; Galvin, M.; Heverin, M.; Hardiman, O.; Mooney, C.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Explaining large-for-gestational-age births: A random forest classifier with a novel local interpretation method

Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021
2021 | Conference paper
DOI: 10.1145/3459930.3469493
EID:

2-s2.0-85112366583
Contributors: Du, Y.; Rafferty, A.R.; McAuliffe, F.M.; Mooney, C.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Future of biomarker evaluation in the realm of artificial intelligence algorithms: Application in improved therapeutic stratification of patients with breast and prostate cancer

Journal of Clinical Pathology
2021 | Journal article
DOI: 10.1136/jclinpath-2020-207351
EID:

2-s2.0-85108350900

Part of ISSN: 14724146 00219746
Contributors: Fitzgerald, J.; Higgins, D.; Mazo Vargas, C.; Watson, W.; Mooney, C.; Rahman, A.; Aspell, N.; Connolly, A.; Aura Gonzalez, C.; Gallagher, W.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Investigating the impact of the COVID-19 pandemic on computing students' sense of belonging

ACM Inroads
2021 | Other
DOI: 10.1145/3463408
EID:

2-s2.0-85105910155

Part of ISSN: 21532192 21532184
Contributors: Mooney, C.; Becker, B.A.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Investigating the Impact of the COVID-19 Pandemic on Computing Students' Sense of Belonging

SIGCSE 2021 - Proceedings of the 52nd ACM Technical Symposium on Computer Science Education
2021 | Conference paper
DOI: 10.1145/3408877.3432407
EID:

2-s2.0-85103332089
Contributors: Mooney, C.; Becker, B.A.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Prediction of caregiver quality of life in amyotrophic lateral sclerosis using explainable machine learning

Scientific Reports
2021 | Journal article
DOI: 10.1038/s41598-021-91632-2
EID:

2-s2.0-85107569521

Part of ISSN: 20452322
Contributors: Antoniadi, A.M.; Galvin, M.; Heverin, M.; Hardiman, O.; Mooney, C.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

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

IEEE Transactions on Biomedical Engineering
2021 | Journal article
DOI: 10.1109/TBME.2021.3097815
EID:

2-s2.0-85111017397

Part of ISSN: 15582531 00189294
Contributors: Wei, L.; Ventura, S.; Mathieson, S.; Boylan, G.; Lowery, M.; Mooney, C.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier
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Systemic delivery of antagomirs during blood-brain barrier disruption is disease-modifying in experimental epilepsy

Molecular Therapy
2021 | Journal article
DOI: 10.1016/j.ymthe.2021.02.021
EID:

2-s2.0-85101723771

Part of ISSN: 15250024 15250016
Contributors: Reschke, C.R.; Silva, L.F.A.; Vangoor, V.R.; Rosso, M.; David, B.; Cavanagh, B.L.; Connolly, N.M.C.; Brennan, G.P.; Sanz-Rodriguez, A.; Mooney, C. et al.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Towards Assessing the Readability of Programming Error Messages

ACM International Conference Proceeding Series
2021 | Conference paper
DOI: 10.1145/3441636.3442320
EID:

2-s2.0-85103286015
Contributors: Becker, B.A.; Denny, P.; Prather, J.; Pettit, R.; Nix, R.; Mooney, C.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

SCLpred‐MEM: Subcellular localization prediction of membrane proteins by deep N‐to‐1 convolutional neural networks

Proteins: Structure, Function, and Bioinformatics
2021-10 | Journal article
DOI: 10.1002/prot.26144
Contributors: Manaz Kaleel; Liam Ellinger; Clodagh Lalor; Gianluca Pollastri; Catherine Mooney
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Predictive modelling of hypoxic ischaemic encephalopathy risk following perinatal asphyxia

Heliyon
2021-07 | Journal article
DOI: 10.1016/j.heliyon.2021.e07411
Contributors: Catherine Mooney; Daragh O'Boyle; Mikael Finder; Boubou Hallberg; Brian H. Walsh; David C. Henshall; Geraldine B. Boylan; Deirdre M. Murray
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Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review

Applied Sciences
2021-05-31 | Journal article
DOI: 10.3390/app11115088
Contributors: Anna Markella Antoniadi; Yuhan Du; Yasmine Guendouz; Lan Wei; Claudia Mazo; Brett A. Becker; Catherine Mooney
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Altered Biogenesis and MicroRNA Content of Hippocampal Exosomes Following Experimental Status Epilepticus

Frontiers in Neuroscience
2020 | Journal article
DOI: 10.3389/fnins.2019.01404
EID:

2-s2.0-85078845769

Part of ISBN:

1662453X 16624548
Contributors: Batool, A.; Hill, T.D.M.; Nguyen, N.T.; Langa, E.; Diviney, M.; Mooney, C.; Brennan, G.P.; Connolly, N.M.C.; Sanz-Rodriguez, A.; Cavanagh, B.L. et al.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Epileptic Seizure Detection in Clinical EEGs Using an XGboost-based Method

2020 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2020 - Proceedings
2020 | Conference paper
DOI: 10.1109/SPMB50085.2020.9353625
EID:

2-s2.0-85102396157
Contributors: Wei, L.; Mooney, C.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Exploring Sense of Belonging in Computer Science Students

Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE
2020 | Conference paper
DOI: 10.1145/3341525.3393974
EID:

2-s2.0-85086457844

Part of ISBN:

1942647X
Contributors: Mooney, C.; Antoniadi, A.; Karvelas, I.; Salmon, L.; Becker, B.A.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Genome-wide microRNA profiling of plasma from three different animal models identifies biomarkers of temporal lobe epilepsy

Neurobiology of Disease
2020 | Journal article
DOI: 10.1016/j.nbd.2020.105048
EID:

2-s2.0-85089415076

Part of ISBN:

1095953X 09699961
Contributors: Brennan, G.P.; Bauer, S.; Engel, T.; Jimenez-Mateos, E.M.; Del Gallo, F.; Hill, T.D.M.; Connolly, N.M.C.; Costard, L.S.; Neubert, V.; Salvetti, B. et al.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Identifying Features That Are Predictive of Quality of Life in People with Amyotrophic Lateral Sclerosis

2020 IEEE International Conference on Healthcare Informatics, ICHI 2020
2020 | Conference paper
DOI: 10.1109/ICHI48887.2020.9374298
EID:

2-s2.0-85103155039
Contributors: Antoniadi, A.M.; Galvin, M.; Heverin, M.; Hardiman, O.; Mooney, C.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Plasma microRNA levels in male and female children with cystic fibrosis

Scientific Reports
2020 | Journal article
DOI: 10.1038/s41598-020-57964-1
EID:

2-s2.0-85078171637

Part of ISBN:

20452322
Contributors: Mooney, C.; McKiernan, P.J.; Raoof, R.; Henshall, D.C.; Linnane, B.; McNally, P.; Glasgow, A.M.A.; Greene, C.M.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Prediction of Large for Gestational Age Infants in Overweight and Obese Women at Approximately 20 Gestational Weeks

Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2020
2020 | Conference paper
DOI: 10.1145/3388440.3414906
EID:

2-s2.0-85096959587
Contributors: Du, Y.; Mehegan, J.; McAuliffe, F.M.; Mooney, C.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Prediction of polyproline II secondary structure propensity in proteins

Royal Society Open Science
2020 | Journal article
DOI: 10.1098/rsos.191239
EID:

2-s2.0-85079680981

Part of ISBN:

20545703
Contributors: O'Brien, K.T.; Mooney, C.; Lopez, C.; Pollastri, G.; Shields, D.C.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Random Forest-based Algorithm for Sleep Spindle Detection in Infant EEG

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2020 | Conference paper
DOI: 10.1109/EMBC44109.2020.9176339
EID:

2-s2.0-85091020036

Part of ISBN:

1557170X
Contributors: Wei, L.; Ventura, S.; Lowery, M.; Ryan, M.A.; Mathieson, S.; Boylan, G.B.; Mooney, C.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Sense of belonging: The intersectionality of self-identified minority status and gender in undergraduate computer science students

ACM International Conference Proceeding Series
2020 | Conference paper
DOI: 10.1145/3416465.3416476
EID:

2-s2.0-85091446051
Contributors: Mooney, C.; Becker, B.A.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

Temporally Altered miRNA Expression in a Piglet Model of Hypoxic Ischemic Brain Injury

Molecular Neurobiology
2020 | Journal article
DOI: 10.1007/s12035-020-02018-w
EID:

2-s2.0-85088640830

Part of ISBN:

15591182 08937648
Contributors: Casey, S.; Goasdoue, K.; Miller, S.M.; Brennan, G.P.; Cowin, G.; O’Mahony, A.G.; Burke, C.; Hallberg, B.; Boylan, G.B.; Sullivan, A.M. et al.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

XGboost-based Method for Seizure Detection in Mouse Models of Epilepsy

2020 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2020 - Proceedings
2020 | Conference paper
DOI: 10.1109/SPMB50085.2020.9353632
EID:

2-s2.0-85102399543
Contributors: Wei, L.; Gerbatin, R.; Mamad, O.; Boutouil, H.; Reschke, C.; Lowery, M.; Henshall, D.; Morris, G.; Mooney, C.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier

SCLpred-EMS: subcellular localization prediction of endomembrane system and secretory pathway proteins by Deep N-to-1 Convolutional Neural Networks

Bioinformatics
2020-06-01 | Journal article
DOI: 10.1093/bioinformatics/btaa156
Contributors: Manaz Kaleel; Yandan Zheng; Jialiang Chen; Xuanming Feng; Jeremy C Simpson; Gianluca Pollastri; Catherine Mooney; Pier Luigi Martelli
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Multi-Gene Prognostic Signatures and Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in ER-Positive, HER2-Negative Breast Cancer Patients

Cancers
2020-05-01 | Journal article
DOI: 10.3390/cancers12051133
Contributors: Claudia Mazo; Stephen Barron; Catherine Mooney; William M. Gallagher
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Prediction of caregiver burden in amyotrophic lateral sclerosis: a machine learning approach using random forests applied to a cohort study

BMJ Open
2020-02 | Journal article
DOI: 10.1136/bmjopen-2019-033109
Contributors: Anna Markella Antoniadi; Miriam Galvin; Mark Heverin; Orla Hardiman; Catherine Mooney
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Clinical Decision Support Systems in Breast Cancer: A Systematic Review

Cancers
2020-02-06 | Journal article
DOI: 10.3390/cancers12020369
Contributors: Claudia Mazo; Cathriona Kearns; Catherine Mooney; William M. Gallagher
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PaleAle 5.0: prediction of protein relative solvent accessibility by deep learning

Amino Acids
2019 | Journal article
DOI: 10.1007/s00726-019-02767-6
EID:

2-s2.0-85070232930

Part of ISBN:

14382199 09394451
Contributors: Kaleel, M.; Torrisi, M.; Mooney, C.; Pollastri, G.
Source: Self-asserted source
Catherine Mooney via Scopus - Elsevier
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