Kathleen M. Curran
Orcid: 0000-0003-0095-9337
According to our database1,
Kathleen M. Curran
authored at least 33 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Segmenting Fetal Head with Efficient Fine-tuning Strategies in Low-resource Settings: an empirical study with U-Net.
CoRR, 2024
An AI System for Continuous Knee Osteoarthritis Severity Grading Using Self-Supervised Anomaly Detection with Limited Data.
CoRR, 2024
Rethinking Knee Osteoarthritis Severity Grading: A Few Shot Self-Supervised Contrastive Learning Approach.
CoRR, 2024
CoRR, 2024
Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation.
CoRR, 2024
MiTU-Net: A fine-tuned U-Net with SegFormer backbone for segmenting pubic symphysis-fetal head.
CoRR, 2024
Towards a unified approach for unsupervised brain MRI Motion Artefact Detection with few shot Anomaly Detection.
Comput. Medical Imaging Graph., 2024
Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024
2023
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-Net.
CoRR, 2023
Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images.
CoRR, 2023
Cardiac MRI Reconstruction from Undersampled K-Space Using Double-Stream IFFT and a Denoising GNA-UNET Pipeline.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023
Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images.
Proceedings of the Artificial Intelligence XL, 2023
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023
Proceedings of the Discovery Science - 26th International Conference, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 31st Irish Conference on Artificial Intelligence and Cognitive Science, 2023
2022
Identifying Spurious Correlations and Correcting them with an Explanation-based Learning.
CoRR, 2022
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022
Interpretable Identification of Mild Cognitive Impairment Progression Using Stereotactic Surface Projections.
Proceedings of the PAIS 2022, 2022
2021
Semi-Supervised Siamese Network for Identifying Bad Data in Medical Imaging Datasets.
CoRR, 2021
Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021
Interpretability of a deep learning model in the application of cardiac MRI segmentation with an ACDC challenge dataset.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
2020
Doctoral Colloquium - A Snapshot of the Future: Virtual and Augmented Reality Training for Radiology.
Proceedings of the 6th International Conference of the Immersive Learning Research Network, 2020
2019
Anatomically accurate model of EMG during index finger flexion and abduction derived from diffusion tensor imaging.
PLoS Comput. Biol., 2019
2017
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017
2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2011
Dual channel rank-based intensity weighting for quantitative co-localization of microscopy images.
BMC Bioinform., 2011
Proceedings of the 2011 Irish Machine Vision and Image Processing Conference, 2011
2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003