Adrian V Dalca

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Mert R. SabuncuCornell University, Cornell Tech, Weill Cornell MedicineVerificeret mail på cornell.edu
John GuttagVerificeret mail på mit.edu
Bruce Fischl or B FischlMass General Hospital/Harvard Medical SchoolVerificeret mail på nmr.mgh.harvard.edu
Polina GollandMassachusetts Institute of TechnologyVerificeret mail på mit.edu
Juan Eugenio IglesiasMassachusetts General Hospital & Harvard Medical School / MIT / UCLVerificeret mail på mgh.harvard.edu
Benjamin BillotResearcher, InriaVerificeret mail på inria.fr
Natalia RostProfessor of Neurology, Harvard Medical SchoolVerificeret mail på partners.org
Amy ZhaoResearch Scientist, Facebook Reality LabsVerificeret mail på mit.edu
Guha BalakrishnanAssistant Professor, Rice UniversityVerificeret mail på rice.edu
Andrew HoopesMITVerificeret mail på mgh.harvard.edu
Fredo DurandProfessor of Computer Science, MITVerificeret mail på mit.edu
Markus D. SchirmerInstructor in Investigation, MGH, Harvard Medical School, USAVerificeret mail på markus-schirmer.com
Michael BrudnoProfessor of Computer Science, University of Toronto; Chief Data Scientist, UHNVerificeret mail på cs.toronto.edu
Katherine L. (Katie) BoumanAssistant Professor, Computing & Mathematical Sciences (CMS) and Electrical Engineering (EE)Verificeret mail på caltech.edu
William T. FreemanProfessor of Computer Science, MITVerificeret mail på mit.edu
Danielle F. PaceSenior Machine Learning Scientist, The Broad InstituteVerificeret mail på mgh.harvard.edu
Kayhan BatmanghelichAssistant Professor, Boston UniversityVerificeret mail på bu.edu
Francesco Paolo CasaleHelmholtz Pioneer Campus, Institute of AI for Health, Helmholtz Zentrum MünchenVerificeret mail på helmholtz-muenchen.de
Jennifer ListgartenProfessor, UC Berkeley EECS and Center for Computational BiologyVerificeret mail på berkeley.edu
Jerry X MitrovicaFrank B. Baird Jr. Professor of Science, Earth and Planetary Sciences, Harvard UniversityVerificeret mail på eps.harvard.edu

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Adrian V Dalca

Harvard Medical School & Massachusetts Institute of Technology

Verificeret mail på mit.edu - Startside

Machine Learning Medical Image Analysis Computer Science


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	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	2134	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	874	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	832	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	587	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	353*	2023
SynthStrip: skull-stripping for any brain image A Hoopes, JS Mora, AV Dalca, B Fischl, M Hoffmann NeuroImage 260, 119474, 2022	243	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	214	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	199	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	189	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	157	2020
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	156	2021
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
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	151	2020
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	151	2015
Learning Conditional Deformable Templates with Convolutional Networks AV Dalca, M Rakic, J Guttag, MR Sabuncu Advances in Neural Information Processing Systems 32, 2019	140	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	131	2023
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	105	2019
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	103	2020

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