Kathleen M. Curran

Orcid: 0000-0003-0095-9337

According to our database1, Kathleen M. Curran authored at least 46 papers between 2003 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Diffusion Model-based Data Augmentation Method for Fetal Head Ultrasound Segmentation.
CoRR, June, 2025

Fusing Radiomic Features with Deep Representations for Gestational Age Estimation in Fetal Ultrasound Images.
CoRR, June, 2025

Parameter-Free Bio-Inspired Channel Attention for Enhanced Cardiac MRI Reconstruction.
CoRR, May, 2025

Corrigendum to "PSFHS challenge report: pubic symphysis and fetal head segmentation from intrapartum ultrasound images" [Medical Image Analysis 99 (2025),103353].
Medical Image Anal., 2025

PSFHS challenge report: Pubic symphysis and fetal head segmentation from intrapartum ultrasound images.
Medical Image Anal., 2025

An AI system for continuous knee osteoarthritis severity grading: An anomaly detection inspired approach with few labels.
Artif. Intell. Medicine, 2025

Differential Diagnosis of Brain Diseases Using Ensemble Learning and Explainable AI.
Proceedings of the 20th International Joint Conference on Computer Vision, 2025

Semi-Supervised Cervical Segmentation on Ultrasound by a Dual Framework for Neural Networks.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

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

Accelerating Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach.
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

Synthetic Balancing of Cardiac MRI Datasets.
Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024

Generative Diffusion Model Bootstraps Zero-Shot Classification of Fetal Ultrasound Images in Underrepresented African Populations.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2024

Adaptive Curriculum Query Strategy for Active Learning in Medical Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Partition-Based Medical Data Synthesis via Latent Diffusion.
Proceedings of 2024 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2024

Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach.
Proceedings of the 32nd European Signal Processing Conference, 2024

Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero-shot Medical Image Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-Net.
CoRR, 2023

Learning from Exemplary Explanations.
CoRR, 2023

Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images.
CoRR, 2023

FewSOME: Few Shot Anomaly Detection.
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

Distance-Aware eXplanation Based Learning.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Unlearning Spurious Correlations in Chest X-Ray Classification.
Proceedings of the Discovery Science - 26th International Conference, 2023

FewSOME: One-Class Few Shot Anomaly Detection with Siamese Networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Cardiac Magnetic Resonance Phase Detection Using Neural Networks.
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

Cardiac Segmentation Using Transfer Learning Under Respiratory Motion Artifacts.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Impact of Feedback Type on Explanatory Interactive Learning.
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
Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography.
CoRR, 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
Semi-automatic Bone Marrow Evaluation in PETCT for Multiple Myeloma.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

2015
Deep evolution of image representations for handwritten digit recognition.
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

Similarity Measures for Cardiac Diffusion Tensor Imaging Registration.
Proceedings of the 2011 Irish Machine Vision and Image Processing Conference, 2011

2003
Diffusion Tensor Orientation Matching for Image Registration.
Proceedings of the Medical Imaging 2003: Image Processing, 2003


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