Senan Doyle

According to our database, Senan Doyle authored at least 14 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Anisotropic Hybrid Networks for Liver Tumor Segmentation with Uncertainty Quantification.

Benjamin Lambert, Pauline Roca, Florence Forbes, Senan Doyle, Michel Dojat

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

Multi-layer Aggregation as a Key to Feature-Based OOD Detection.

Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat

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.

Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat

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.

Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat

CoRR, 2022

Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis.

Benjamin Lambert, Florence Forbes, Alan Tucholka, Senan Doyle, Harmonie Dehaene, Michel Dojat

CoRR, 2022

Beyond Voxel Prediction Uncertainty: Identifying Brain Lesions You Can Trust.

Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022

2021

Leveraging 3d Information In Unsupervised Brain Mri Segmentation.

Benjamin Lambert, Maxime Louis, Senan Doyle, Florence Forbes, Michel Dojat, Alan Tucholka

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2017

Traumatic Brain Lesion Quantification Based on Mean Diffusivity Changes.

Christophe Maggia, Thomas Mistral, Senan Doyle, Florence Forbes, Alexandre Krainik, Damien Galanaud, Emmanuelle Schmitt, Stéphane Kremer, Irène Troprès, Emmanuel Luc Barbier, Jean-François Payen, Michel Dojat

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

Sub-acute and Chronic Ischemic Stroke Lesion MRI Segmentation.

Senan Doyle, Florence Forbes, Assia Jaillard, Olivier Heck, Olivier Detante, Michel Dojat

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

2015

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS).

Bjoern H. Menze, András Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin S. Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth R. Gerstner, Marc-André Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Herve Delingette, Çagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, José Antonio Mariz, Raphael Meier, Sérgio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Michael T. Ryan, Duygu Sarikaya, Lawrence H. Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno J. Sousa, Nagesh K. Subbanna, Gábor Székely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gözde B. Ünal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, Darko Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput

IEEE Trans. Medical Imaging, 2015

Assessment of Tissue Injury in Severe Brain Trauma.

Christophe Maggia, Senan Doyle, Florence Forbes, Olivier Heck, Irène Troprès, Corentin Berthet, Yann Teyssier, Lionel Velly, Jean-François Payen, Michel Dojat

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015

2013

On the difficulty to delimit disease risk hot spots.

M. Charras-Garrido, Lamiae Azizi, Florence Forbes, Senan Doyle, Nathalie Peyrard, D. Abrial

Int. J. Appl. Earth Obs. Geoinformation, 2013

2010

A Weighted Multi-Sequence Markov Model For Brain Lesion Segmentation.

Florence Forbes, Senan Doyle, Daniel García-Lorenzo, Christian Barillot, Michel Dojat

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Adaptive weighted fusion of multiple MR sequences for brain lesion segmentation.

Florence Forbes, Senan Doyle, Daniel García-Lorenzo, Christian Barillot, Michel Dojat

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010