Adrian Dalca

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Mert R. SabuncuElectrical and Computer Engineering, Cornell University and Cornell TechVerifierad e-postadress på cornell.edu
Polina GollandMassachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Guha BalakrishnanMassachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Juan Eugenio IglesiasUCL / Massachusetts General Hospital & Harvard Medical School / MITVerifierad e-postadress på ucl.ac.uk
Bruce Fischl or B FischlMass General Hospital/Harvard Medical SchoolVerifierad e-postadress på nmr.mgh.harvard.edu
Amy ZhaoResearch Scientist, Facebook Reality LabsVerifierad e-postadress på mit.edu
Natalia RostProfessor of Neurology, Harvard Medical SchoolVerifierad e-postadress på partners.org
Michael BrudnoProfessor of Computer Science, University of Toronto; Chief Data Scientist, UHNVerifierad e-postadress på cs.toronto.edu
Fredo DurandProfessor of Computer Science, MITVerifierad e-postadress på mit.edu
Katherine L. (Katie) BoumanAssistant Professor, Computing & Mathematical Sciences (CMS) and Electrical Engineering (EE)Verifierad e-postadress på caltech.edu
Stephen M. RumbleComputer Science Department, Stanford UniversityVerifierad e-postadress på cs.stanford.edu
Markus D. SchirmerInstructor in Neurology, MGH, Harvard Medical School, USAVerifierad e-postadress på markus-schirmer.com
William T. FreemanProfessor of Computer Science, MITVerifierad e-postadress på mit.edu
Marc FiumeUniversity of TorontoVerifierad e-postadress på cs.toronto.edu
Danielle F. PaceResearch Fellow, Martinos Center, MGHVerifierad e-postadress på mgh.harvard.edu
Kayhan BatmanghelichAssistant Professor, University of PittsburghVerifierad e-postadress på pitt.edu
Jerry X MitrovicaFrank B. Baird Jr. Professor of Science, Earth and Planetary Sciences, Harvard UniversityVerifierad e-postadress på eps.harvard.edu
Andreea BobuGraduate Student, UC BerkeleyVerifierad e-postadress på berkeley.edu
Miaomiao ZhangAssistant Professor, University of VirginiaVerifierad e-postadress på virginia.edu
Gerald QuonAssistant Professor, University of California, DavisVerifierad e-postadress på ucdavis.edu

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Adrian Dalca

Harvard Medical School & Massachusetts Institute of Technology

Verifierad e-postadress på mit.edu - Startsida

Machine Learning Medical Image Analysis Computer Science


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
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	733	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	723	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	456	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	309	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	274	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	246	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	167	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	127	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	100	2015
Genome variation discovery with high-throughput sequencing data AV Dalca, M Brudno Briefings in bioinformatics 11 (1), 3-14, 2010	89	2010
Learning Conditional Deformable Templates with Convolutional Networks AV Dalca, M Rakic, J Guttag, MR Sabuncu Advances in Neural Information Processing Systems 32, 2019	74	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	68	2018
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	63*	2020
Unsupervised deep learning for Bayesian brain MRI segmentation AV Dalca, E Yu, P Golland, B Fischl, MR Sabuncu, J Eugenio Iglesias International Conference on Medical Image Computing and Computer-Assisted …, 2019	54	2019
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	51	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	44	2013
Trends and focus of machine learning applications for health research B Beaulieu-Jones, SG Finlayson, C Chivers, I Chen, M McDermott, ... JAMA network open 2 (10), e1914051-e1914051, 2019	39	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	39	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	39	2013
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	38	2020

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