Adrian Dalca

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Mert R. SabuncuCornell University, Cornell Tech, Weill Cornell MedicineVerified email at cornell.edu
Polina GollandMassachusetts Institute of TechnologyVerified email at mit.edu
Bruce Fischl or B FischlMass General Hospital/Harvard Medical SchoolVerified email at nmr.mgh.harvard.edu
Juan Eugenio IglesiasMassachusetts General Hospital & Harvard Medical School / MIT / UCLVerified email at mgh.harvard.edu
Amy ZhaoResearch Scientist, Facebook Reality LabsVerified email at mit.edu
Natalia RostProfessor of Neurology, Harvard Medical SchoolVerified email at partners.org
Michael BrudnoProfessor of Computer Science, University of Toronto; Chief Data Scientist, UHNVerified email at cs.toronto.edu
Fredo DurandProfessor of Computer Science, MITVerified email at mit.edu
Katherine L. (Katie) BoumanAssistant Professor, Computing & Mathematical Sciences (CMS) and Electrical Engineering (EE)Verified email at caltech.edu
Andrew HoopesMITVerified email at mgh.harvard.edu
Markus D. SchirmerInstructor in Investigation, MGH, Harvard Medical School, USAVerified email at markus-schirmer.com
Stephen M. RumbleComputer Science Department, Stanford UniversityVerified email at cs.stanford.edu
William T. FreemanProfessor of Computer Science, MITVerified email at mit.edu
Marc FiumeUniversity of TorontoVerified email at cs.toronto.edu
Danielle F. PaceResearch Fellow, Martinos Center, MGHVerified email at mgh.harvard.edu
Kayhan BatmanghelichAssistant Professor, Boston UniversityVerified email at bu.edu
Francesco Paolo CasaleHelmholtz Pioneer Campus, Institute of AI for Health, Helmholtz Zentrum MünchenVerified email at helmholtz-muenchen.de
Jennifer ListgartenProfessor, UC Berkeley EECS and Center for Computational BiologyVerified email at berkeley.edu
Jerry X MitrovicaFrank B. Baird Jr. Professor of Science, Earth and Planetary Sciences, Harvard UniversityVerified email at eps.harvard.edu
Miaomiao ZhangAssistant Professor, University of VirginiaVerified email at virginia.edu

Adrian Dalca

Harvard Medical School & Massachusetts Institute of Technology

Verified email at mit.edu - Homepage

Machine Learning Medical Image Analysis Computer Science


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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	1133	2019
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	747	2009
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	596	2018
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	399	2019
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration AV Dalca, G Balakrishnan, J Guttag, MR Sabuncu International Conference on Medical Image Computing and Computer-Assisted …, 2018	344	2018
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	298	2018
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	234	2019
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	150	2018
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	114	2015
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	97	2020
Learning Conditional Deformable Templates with Convolutional Networks AV Dalca, M Rakic, J Guttag, MR Sabuncu Advances in Neural Information Processing Systems 32, 2019	97	2019
Gaussian Process Prior Variational Autoencoders FP Casale, A Dalca, L Saglietti, J Listgarten, N Fusi Advances in Neural Information Processing Systems, 10389-10400, 2018	94	2018
Genome variation discovery with high-throughput sequencing data AV Dalca, M Brudno Briefings in bioinformatics 11 (1), 3-14, 2010	91	2010
Learning-based optimization of the under-sampling pattern in MRI CD Bahadir, AV Dalca, MR Sabuncu Information Processing in Medical Imaging: 26th International Conference …, 2019	76	2019
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	72	2019
Hypermorph: Amortized hyperparameter learning for image registration A Hoopes, M Hoffmann, B Fischl, J Guttag, AV Dalca Information Processing in Medical Imaging: 27th International Conference …, 2021	70	2021
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	69	2020
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	68	2020
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	54*	2021
On postglacial sea level—III. Incorporating sediment redistribution AV Dalca, KL Ferrier, JX Mitrovica, JT Perron, GA Milne, JR Creveling Geophysical Journal International 194 (1), 45-60, 2013	53	2013

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