Tanya Nair

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 5

Top Topics

Magnetic Resonance Images

Lesion Detection

Medical Imaging

Top Venues

UNSURE/CLIP@MICCAI

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Raghav Mehta, Thomas Christinck, Tanya Nair, Aurélie Bussy, Swapna Premasiri, Manuela Costantino, M. Mallar Chakravarthy, Douglas L. Arnold, Yarin Gal, Tal Arbel
Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference. IEEE Trans. Medical Imaging 41 (2) (2022)
Tanya Nair, Doina Precup, Douglas L. Arnold, Tal Arbel
Exploring uncertainty measures in deep networks for Multiple sclerosis lesion detection and segmentation. Medical Image Anal. 59 (2020)
Raghav Mehta, Thomas Christinck, Tanya Nair, Paul Lemaître, Douglas L. Arnold, Tal Arbel
Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference. UNSURE/CLIP@MICCAI (2019)
Tanya Nair, Doina Precup, Douglas L. Arnold, Tal Arbel
Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation. CoRR (2018)
Tanya Nair, Doina Precup, Douglas L. Arnold, Tal Arbel
Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation. MICCAI (1) (2018)