Senan Doyle
According to our database1,
Senan Doyle
authored at least 16 papers
between 2010 and 2024.
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Bibliography
2024
Trustworthy clinical AI solutions: A unified review of uncertainty quantification in Deep Learning models for medical image analysis.
Artif. Intell. Medicine, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
2023
Anisotropic Hybrid Networks for Liver Tumor Segmentation with Uncertainty Quantification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2023
TriadNet: Sampling-Free Predictive Intervals for Lesional Volume in 3D Brain MR Images.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2023
2022
Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation.
CoRR, 2022
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis.
CoRR, 2022
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022
2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2017
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
2015
IEEE Trans. Medical Imaging, 2015
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015
2013
Int. J. Appl. Earth Obs. Geoinformation, 2013
2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010