Adrian Dalca

Cited by

	All	Since 2016
Citations	2544	1940
h-index	20	20
i10-index	29	28

980

490

245

735

200920102011201220132014201520162017201820192020202117 89 80 98 114 94 91 97 101 132 475 980 148

Co-authors

Mert R. SabuncuElectrical and Computer Engineering, Cornell UniversityVerified 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
Michael BrudnoProfessor of Computer Science, University of Toronto; Director, Chief Data Scientist, UHNVerified email at cs.toronto.edu
Natalia RostProfessor of Neurology, Harvard Medical SchoolVerified email at partners.org
Fredo DurandProfessor of Computer Science, MITVerified email at mit.edu
Stephen M. RumbleComputer Science Department, Stanford UniversityVerified email at cs.stanford.edu
Juan Eugenio IglesiasUCL / Massachusetts General Hospital & Harvard Medical School / MITVerified email at ucl.ac.uk
Marc FiumeUniversity of TorontoVerified email at cs.toronto.edu
Bruce Fischl or B FischlMass General Hospital/Harvard Medical SchoolVerified email at nmr.mgh.harvard.edu
Katherine L. (Katie) BoumanAssistant Professor, Computing & Mathematical Sciences (CMS) and Electrical Engineering (EE)Verified email at caltech.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
M. D. SchirmerGroup Leader, University Hospital Bonn, Germany & Research Fellow, MGH, Harvard Medical School, USAVerified email at markus-schirmer.com
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	697	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	293	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	264	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	156	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	151	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	142	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	88	2018
Genome variation discovery with high-throughput sequencing data AV Dalca, M Brudno Briefings in bioinformatics 11 (1), 3-14, 2010	87	2010
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	70	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	66	2015
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	39	2013
Gaussian Process Prior Variational Autoencoders FP Casale, A Dalca, L Saglietti, J Listgarten, N Fusi Advances in Neural Information Processing Systems, 10389-10400, 2018	38	2018
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	35	2013
Learning Conditional Deformable Templates with Convolutional Networks AV Dalca, M Rakic, J Guttag, MR Sabuncu arXiv preprint arXiv:1908.02738, 2019	32	2019
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	30	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	25	2016
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	24	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	22	2019
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	22	2018
Probabilistic modeling of imaging, genetics and diagnosis NK Batmanghelich, A Dalca, G Quon, M Sabuncu, P Golland IEEE transactions on medical imaging 35 (7), 1765-1779, 2016	20	2016

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