Adrian V Dalca

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Mert R. SabuncuCornell University, Cornell Tech, Weill Cornell MedicineAdresse e-mail validée de cornell.edu
John GuttagAdresse e-mail validée de mit.edu
Bruce Fischl or B FischlMass General Hospital/Harvard Medical SchoolAdresse e-mail validée de nmr.mgh.harvard.edu
Polina GollandMassachusetts Institute of TechnologyAdresse e-mail validée de mit.edu
Juan Eugenio IglesiasMassachusetts General Hospital & Harvard Medical School / MIT / UCLAdresse e-mail validée de mgh.harvard.edu
Benjamin BillotResearcher, InriaAdresse e-mail validée de inria.fr
Natalia RostProfessor of Neurology, Harvard Medical SchoolAdresse e-mail validée de partners.org
Amy ZhaoResearch Scientist, Facebook Reality LabsAdresse e-mail validée de mit.edu
Guha BalakrishnanAssistant Professor, Rice UniversityAdresse e-mail validée de rice.edu
Andrew HoopesMITAdresse e-mail validée de mgh.harvard.edu
Fredo DurandProfessor of Computer Science, MITAdresse e-mail validée de mit.edu
Markus D. SchirmerInstructor in Investigation, MGH, Harvard Medical School, USAAdresse e-mail validée de markus-schirmer.com
Michael BrudnoProfessor of Computer Science, University of Toronto; Chief Data Scientist, UHNAdresse e-mail validée de cs.toronto.edu
Katherine L. (Katie) BoumanAssistant Professor, Computing & Mathematical Sciences (CMS) and Electrical Engineering (EE)Adresse e-mail validée de caltech.edu
William T. FreemanProfessor of Computer Science, MITAdresse e-mail validée de mit.edu
Danielle F. PaceSenior Machine Learning Scientist, The Broad InstituteAdresse e-mail validée de mgh.harvard.edu
Kayhan BatmanghelichAssistant Professor, Boston UniversityAdresse e-mail validée de bu.edu
Francesco Paolo CasaleHelmholtz Pioneer Campus, Institute of AI for Health, Helmholtz Zentrum MünchenAdresse e-mail validée de helmholtz-muenchen.de
Jennifer ListgartenProfessor, UC Berkeley EECS and Center for Computational BiologyAdresse e-mail validée de berkeley.edu
Gerald QuonAssociate Professor, University of California, DavisAdresse e-mail validée de ucdavis.edu

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Adrian V Dalca

Harvard Medical School & Massachusetts Institute of Technology

Adresse e-mail validée de mit.edu - Page d'accueil

Machine Learning Medical Image Analysis Computer Science


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	2094	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	860	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	813	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	787	2009
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	579	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	374	2018
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	338*	2023
SynthStrip: skull-stripping for any brain image A Hoopes, JS Mora, AV Dalca, B Fischl, M Hoffmann NeuroImage 260, 119474, 2022	231	2022
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	205	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	198	2021
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	194	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	156	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	156	2018
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	152	2021
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	152	2015
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	144	2020
Learning Conditional Deformable Templates with Convolutional Networks AV Dalca, M Rakic, J Guttag, MR Sabuncu Advances in Neural Information Processing Systems 32, 2019	141	2019
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	129	2023
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	104	2020
Genome variation discovery with high-throughput sequencing data AV Dalca, M Brudno Briefings in bioinformatics 11 (1), 3-14, 2010	101	2010

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