| Voxelmorph: a learning framework for deformable medical image registration G Balakrishnan, A Zhao, MR Sabuncu, J Guttag, AV Dalca IEEE transactions on medical imaging 38 (8), 1788-1800, 2019 | 2743 | 2019 |
| Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces AV Dalca, G Balakrishnan, J Guttag, MR Sabuncu Medical image analysis 57, 226-236, 2019 | 983 | 2019 |
| An Unsupervised Learning Model for Deformable Medical Image Registration G Balakrishnan, A Zhao, MR Sabuncu, J Guttag, AV Dalca Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 975 | 2018 |
| SHRiMP: accurate mapping of short color-space reads SM Rumble, P Lacroute, AV Dalca, M Fiume, A Sidow, M Brudno PLoS computational biology 5 (5), e1000386, 2009 | 801 | 2009 |
| SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining B Billot, DN Greve, O Puonti, A Thielscher, K Van Leemput, B Fischl, ... Medical Image Analysis, 102789, 2023 | 722 | 2023 |
| Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation A Zhao, G Balakrishnan, F Durand, JV Guttag, AV Dalca Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019 | 644 | 2019 |
| SynthStrip: skull-stripping for any brain image A Hoopes, JS Mora, AV Dalca, B Fischl, M Hoffmann NeuroImage 260, 119474, 2022 | 487 | 2022 |
| Synthesizing Images of Humans in Unseen Poses G Balakrishnan, A Zhao, AV Dalca, F Durand, J Guttag Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2018 | 386 | 2018 |
| Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning A Hering, L Hansen, TCW Mok, ACS Chung, H Siebert, S Häger, A Lange, ... IEEE Transactions on Medical Imaging 42 (3), 697-712, 2022 | 322 | 2022 |
| SynthMorph: learning contrast-invariant registration without acquired images M Hoffmann, B Billot, DN Greve, JE Iglesias, B Fischl, AV Dalca IEEE transactions on medical imaging 41 (3), 543-558, 2021 | 306 | 2021 |
| Universeg: Universal medical image segmentation VI Butoi, JJG Ortiz, T Ma, MR Sabuncu, J Guttag, AV Dalca Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 262 | 2023 |
| Automated segmentation of the hypothalamus and associated subunits in brain MRI B Billot, M Bocchetta, E Todd, AV Dalca, JD Rohrer, JE Iglesias Neuroimage 223, 117287, 2020 | 212 | 2020 |
| Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation AV Dalca, J Guttag, MR Sabuncu Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 207 | 2018 |
| Hypermorph: Amortized hyperparameter learning for image registration A Hoopes, M Hoffmann, B Fischl, J Guttag, AV Dalca International conference on information processing in medical imaging, 3-17, 2021 | 202 | 2021 |
| Deep-learning-based Optimization of the Under-sampling Pattern in MRI CD Bahadir, AQ Wang, AV Dalca, MR Sabuncu IEEE Transactions on Computational Imaging 6, 1139-1152, 2020 | 194 | 2020 |
| Gaussian Process Prior Variational Autoencoders FP Casale, A Dalca, L Saglietti, J Listgarten, N Fusi Advances in Neural Information Processing Systems, 10389-10400, 2018 | 193 | 2018 |
| Learning Conditional Deformable Templates with Convolutional Networks AV Dalca, M Rakic, J Guttag, MR Sabuncu Advances in Neural Information Processing Systems 32, 2019 | 170 | 2019 |
| Interactive Whole-Heart Segmentation in Congenital Heart Disease D Pace, AV Dalca, T Geva, AJ Powell, MH Moghari, P Golland Medical Image Computing and Computer Assisted Intervention 9351, 80–88, 2015 | 162 | 2015 |
| Learning-based optimization of the under-sampling pattern in MRI CD Bahadir, AV Dalca, MR Sabuncu international conference on information processing in medical imaging, 780-792, 2019 | 123 | 2019 |
| A learning strategy for contrast-agnostic MRI segmentation B Billot, D Greve, K Van Leemput, B Fischl, JE Iglesias, AV Dalca arXiv preprint arXiv:2003.01995, 2020 | 114 | 2020 |
John GuttagVerified email at mit.edu
