Adrian Dalca

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Mert R. SabuncuElectrical and Computer Engineering, Cornell University and Cornell TechVerified email at cornell.edu
Polina GollandMassachusetts Institute of TechnologyVerified email at mit.edu
Guha BalakrishnanMassachusetts Institute of TechnologyVerified email at mit.edu
Amy ZhaoResearch Scientist, Facebook Reality LabsVerified email at mit.edu
Natalia RostProfessor of Neurology, Harvard Medical SchoolVerified email at partners.org
Juan Eugenio IglesiasUCL / Massachusetts General Hospital & Harvard Medical School / MITVerified email at ucl.ac.uk
Michael BrudnoProfessor of Computer Science, University of Toronto; Chief Data Scientist, UHNVerified email at cs.toronto.edu
Bruce Fischl or B FischlMass General Hospital/Harvard Medical SchoolVerified email at nmr.mgh.harvard.edu
Fredo DurandProfessor of Computer Science, MITVerified email at mit.edu
Stephen M. RumbleComputer Science Department, Stanford UniversityVerified email at cs.stanford.edu
Katherine L. (Katie) BoumanAssistant Professor, Computing & Mathematical Sciences (CMS) and Electrical Engineering (EE)Verified email at caltech.edu
Markus D. SchirmerGroup Leader, University Hospital Bonn, Germany & Research Fellow, MGH, Harvard Medical School, USAVerified email at markus-schirmer.com
Marc FiumeUniversity of TorontoVerified email at cs.toronto.edu
William T. FreemanProfessor of Computer Science, MITVerified email at mit.edu
Kayhan BatmanghelichAssistant Professor, University of PittsburghVerified email at pitt.edu
Danielle F. PaceResearch Fellow, Martinos Center, MGHVerified email at mgh.harvard.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
Andreea BobuGraduate Student, UC BerkeleyVerified email at berkeley.edu
Gerald QuonAssistant Professor, University of California, DavisVerified email at ucdavis.edu

Adrian Dalca

Harvard Medical School & Massachusetts Institute of Technology

Verified email at mit.edu - Homepage

Machine Learning Medical Image Analysis Computer Science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	715	2009
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	426	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	327	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	202	2019
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	193	2018
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	183	2018
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	103	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	98	2019
Genome variation discovery with high-throughput sequencing data AV Dalca, M Brudno Briefings in bioinformatics 11 (1), 3-14, 2010	86	2010
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	78	2015
Gaussian Process Prior Variational Autoencoders FP Casale, A Dalca, L Saglietti, J Listgarten, N Fusi Advances in Neural Information Processing Systems, 10389-10400, 2018	45	2018
Learning Conditional Deformable Templates with Convolutional Networks AV Dalca, M Rakic, J Guttag, MR Sabuncu arXiv preprint arXiv:1908.02738, 2019	42	2019
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	41	2013
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	38	2019
Unsupervised deep learning for Bayesian brain MRI segmentation AV Dalca, E Yu, P Golland, B Fischl, MR Sabuncu, JE Iglesias International Conference on Medical Image Computing and Computer-Assisted …, 2019	36	2019
Joint modeling of imaging and genetics NK Batmanghelich, AV Dalca, MR Sabuncu, P Golland International Conference on Information Processing in Medical Imaging, 766-777, 2013	36	2013
Reconstructing video of time-varying sources from radio interferometric measurements KL Bouman, MD Johnson, AV Dalca, AA Chael, F Roelofs, SS Doeleman, ... IEEE Transactions on Computational Imaging 4 (4), 512-527, 2018	35	2018
Frequency Diffeomorphisms for Efficient Image Registration M Zhang, R Liao, AV Dalca, EA Turk, J Luo, PE Grant, P Golland Information Processing in Medical Imaging, 2017	31	2017
Patch-based discrete registration of clinical brain images AV Dalca, A Bobu, NS Rost, P Golland International Workshop on Patch-based Techniques in Medical Imaging, 60-67, 2016	28	2016
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	26*	2020

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