Publications
References and Links to Papers
Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability
Niamh Belton, Ivan Welaratne, Adil Dahlan, Ronan T. Hearne, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran (MIUA 2021)
July 2021
Semi-Supervised Siamese Network for Identifying Bad Data in Medical Imaging Datasets
Niamh Belton, Aonghus Lawlor, Kathleen M Curran (MIDL 2021)
March 2021
Enterprise imaging and big data: A review from a medical physics perspective
Nicholas McCarthy, Adil Dahlan, Tessa S Cook, Neil O’Hare, Marie-Louise Ryan, Brendan St John, Aonghus Lawlor, Kathleen M Curran
Physica Medica, Volume 83, 2021, Pages 206-220, ISSN 1120-1797,
March 2021
Interpretability of a deep learning model in the application of cardiac MRI segmentation with an ACDC challenge dataset
Adrianna Janik, Jonathan Dodd, Georgiana Ifrim, Kris Sankaran, Kathleen Curran
Proceedings Volume 11596, Medical Imaging 2021: Image Processing; 1159636 (2021)
February 2021
Book Chapter - Deep Learning for Magnetic Resonance Images of Gliomas
John J Healy, Kathleen M Curran, Amira Serifovic Trbalic
Deep Learning for Cancer Diagnosis pp 269-300, 2020
September 2020
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Cross-correlation Template Matching for Liver Localisation in Computed Tomography
Patrick Leydon, Martin O'Connell, Derek Greene, Kathleen M Curran
The 2019 Irish Machine Vision and Image Processing Conference (IMVIP 2019), Technological University Dublin, 28-30 August 2019
August 2019
Synthetic Positron Emission Tomography Using Conditional-Generative Adversarial Networks for Healthy Bone Marrow Baseline Image Generation
August 30, 2019
Book Chapter - Semi-automatic bone marrow evaluation in PETCT for multiple myeloma
Patrick Leydon, Martin O’Connell, Derek Greene, Kathleen Curran
Medical Image Understanding and Analysis. MIUA 2017. Communications in Computer and Information Science, vol 723. Springer
June 2017
Automatic Bone Marrow Segmentation for PETCT Imaging in Multiple Myeloma
Patrick Leydon, M O’Connell, D Greene, K Curran
Physica Medica Volume 32, Supplement 3, September 2016, Page 242
August 2015
Machine Learning in Prediction of Prostate Brachytherapy Rectal Dose Classes at Day 30
Patrick Leydon, Frank Sullivan, Faisal Jamaluddin, Peter Woulfe, Derek Greene, Kathleen M Curran
The Irish Machine Vision and Image Processing Conference (IMVIP 2015), Dublin, Ireland, 26-28 August 2015
August 2015
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