Niamh Belton - RankMe

16 papers B 1Misc 1Journal 11Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DyABD: the abdominal muscle segmentation in dynamic MRI benchmark. BMC Medical Imaging Niamh Belton, Victoria Joppin, Aonghus Lawlor, Catherine Masson, Thierry Bège, David Bendahan, Kathleen M. Curran
2025	J	`jnl`	An AI system for continuous knee osteoarthritis severity grading: An anomaly detection inspired approach with few labels. Artif. Intell. Medicine Niamh Belton, Aonghus Lawlor, Kathleen M. Curran
2024	J	`jnl`	An AI System for Continuous Knee Osteoarthritis Severity Grading Using Self-Supervised Anomaly Detection with Limited Data. CoRR Niamh Belton, Aonghus Lawlor, Kathleen M. Curran
2024	J	`jnl`	Rethinking Knee Osteoarthritis Severity Grading: A Few Shot Self-Supervised Contrastive Learning Approach. CoRR Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
2024	J	`jnl`	Towards a unified approach for unsupervised brain MRI Motion Artefact Detection with few shot Anomaly Detection. Comput. Medical Imaging Graph. Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
2023	Misc	`conf`	A Causal Convolutional Approach for Packet Loss Concealment in Low Powered Devices. ICASSP Steven Davy, Niamh Belton, Joshua Tobin, Owais Bin Zuber, Liu Dong, Yuan Xuewen
2023	B	`conf`	Distance-Aware eXplanation Based Learning. ICTAI Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee
2023	J	`jnl`	Distance-Aware eXplanation Based Learning. CoRR Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee
2023	J	`jnl`	FewSOME: Few Shot Anomaly Detection. CoRR Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
2023	—	`conf`	FewSOME: One-Class Few Shot Anomaly Detection with Siamese Networks. CVPR Workshops Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
2023	—	`conf`	Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images. SGAI Conf. Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee
2023	J	`jnl`	Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images. CoRR Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee
2021	—	`conf`	Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability. MIUA Niamh Belton, Ivan Welaratne, Adil Dahlan, Ronan T. Hearne, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
2021	J	`jnl`	Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability. CoRR Niamh Belton, Ivan Welaratne, Adil Dahlan, Ronan T. Hearne, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
2021	J	`jnl`	Semi-Supervised Siamese Network for Identifying Bad Data in Medical Imaging Datasets. CoRR Niamh Belton, Aonghus Lawlor, Kathleen M. Curran
2020	J	`jnl`	A Simplistic Machine Learning Approach to Contact Tracing. CoRR Carlos Gómez, Niamh Belton, Boi M. Quach, Jack Nicholls, Devanshu Anand