Unsupervised deep learning for Bayesian brain MRI segmentation AV Dalca, E Yu, P Golland, B Fischl, MR Sabuncu, J Eugenio Iglesias Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 81 | 2019 |
An auto-encoder strategy for adaptive image segmentation EM Yu, JE Iglesias, AV Dalca, MR Sabuncu Medical Imaging with Deep Learning, 2020 | 17 | 2020 |
KeyMorph: Robust Multi-modal Affine Registration via Unsupervised Keypoint Detection MY Evan, AQ Wang, AV Dalca, MR Sabuncu Medical Imaging with Deep Learning, 2022 | 13 | 2022 |
Learning conditional deformable shape templates for brain anatomy EM Yu, AV Dalca, MR Sabuncu Machine Learning in Medical Imaging: 11th International Workshop, MLMI 2020 …, 2020 | 8 | 2020 |
A Convolutional Autoencoder Approach To Learn Volumetric Shape Representations For Brain Structures MY Evan, MR Sabuncu 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 4 | 2019 |
A robust and interpretable deep learning framework for multi-modal registration via keypoints AQ Wang, EM Yu, AV Dalca, MR Sabuncu arXiv preprint arXiv:2304.09941, 2023 | 3 | 2023 |
A convolutional autoencoder approach to learn volumetric shape representations for brain structures EM Yu, MR Sabuncu arXiv preprint arXiv:1810.07746, 2018 | 1 | 2018 |
Deep Learning Methods to Process and Analyse MRI Images EM Yu Cornell University, 2022 | | 2022 |
A Graph-based Approach to Estimate Mutual Information M Khosla, MY Evan | | |