Kathleen M Curran

Associate Professor, Medicine, University College Dublin

Joined

February 2021

Names

Kathleen M Curran (Preferred)

Kathleen M. Curran

Kathleen Curran

KM Curran

K Curran

K M Curran

Emails

****@ucd.ie (Confirmed)

Personal Links

Career & Education History

Associate Professor

Medicine, University College Dublin (ucd.ie)

2006 – Present

PhD student

Computer Science, University College London, University of London (ucl.ac.uk)

2001 – 2005

Advisors, Relations & Conflicts

PhD Advisor

Daniel C. Alexander

2001 – 2005

Expertise

machine learning

2010 – Present

medical image analysis

2001 – Present

diffusion tensor MRI

2001 – Present

Publications

Towards generating more interpretable counterfactuals via concept vectors: a preliminary study on chest X-rays
Bulat Maksudov, Kathleen Curran, Alessandra Mileo
- University College Dublin
- Readers: Everyone
Anatomy-Preserving Counterfactual Edits in Breast MRI via Guided Diffusion
Bulat Maksudov, Kathleen M Curran, Alessandra Mileo
- Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
- Readers: Everyone
Spatial Aggregation for Semi-supervised Active Learning in 3D Medical Image Segmentation
Siteng Ma, Honghui Du, Dairui Liu, Kathleen M Curran, Aonghus Lawlor, Ruihai Dong
- Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
- Readers: Everyone
Fusing Radiomic Features with Deep Representations for Gestational Age Estimation in Fetal Ultrasound Images
Fangyijie Wang, Yuan Liang, Sourav Bhattacharjee, Abey Campbell, Kathleen M Curran, Guénolé Silvestre
- Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
- Readers: Everyone
Corrigendum to “PSFHS challenge report: pubic symphysis and fetal head segmentation from intrapartum ultrasound images” [Medical Image Analysis 99 (2025),103353] (Medical Image Analysis (2025) 99, (S1361841524002780), (10.1016/j.media.2024.103353))
J Bai, Z Zhou, Z Ou, G Koehler, R Stock, K Maier-Hein, M Elbatel, R Martí, X Li, Y Qiu, P Gou, G Chen, L Zhao, J Zhang, Y Dai, F Wang, G Silvestre, K Curran, H Sun, J Xu et al. (8 additional authors not shown)
- Medical Image Analysis
- Readers: Everyone
Semi-supervised Cervical Segmentation on Ultrasound by A Dual Framework for Neural Networks
Fangyijie Wang, Kathleen M Curran, Guénolé Silvestre
- University College Dublin
- Readers: Everyone
Fusing Radiomic Features with Deep Representations for Gestational Age Estimation in Fetal Ultrasound Images
Fangyijie Wang, Yuan Liang, Sourav Bhattacharjee, Abey Campbell, Kathleen M. Curran, Guénolé C. M. Silvestre
- CoRR 2025
- Readers: Everyone
Diffusion Model-based Data Augmentation Method for Fetal Head Ultrasound Segmentation
Fangyijie Wang, Kevin M. Whelan, Félix Balado, Guénolé C. M. Silvestre, Kathleen M. Curran
- CoRR 2025
- Readers: Everyone
Towards generating more interpretable counterfactuals via concept vectors: a preliminary study on chest X-rays
Bulat Maksudov, Kathleen M. Curran, Alessandra Mileo
- CoRR 2025
- Readers: Everyone
An AI system for continuous knee osteoarthritis severity grading: An anomaly detection inspired approach with few labels
Niamh Belton, Aonghus Lawlor, Kathleen M. Curran
- Artificial Intelligence in Medicine
- Readers: Everyone

View all 151 publications

Co-Authors

View all 380 co-authors