Adrian V Dalca

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Mert R. SabuncuCornell University, Cornell Tech, Weill Cornell MedicinePatvirtintas el. paštas cornell.edu
John GuttagPatvirtintas el. paštas mit.edu
Bruce Fischl or B FischlMass General Hospital/Harvard Medical SchoolPatvirtintas el. paštas nmr.mgh.harvard.edu
Polina GollandMassachusetts Institute of TechnologyPatvirtintas el. paštas mit.edu
Juan Eugenio IglesiasMassachusetts General Hospital & Harvard Medical School / MIT / UCLPatvirtintas el. paštas mgh.harvard.edu
Benjamin BillotResearcher, InriaPatvirtintas el. paštas inria.fr
Natalia RostProfessor of Neurology, Harvard Medical SchoolPatvirtintas el. paštas partners.org
Amy ZhaoResearch Scientist, Facebook Reality LabsPatvirtintas el. paštas mit.edu
Guha BalakrishnanAssistant Professor, Rice UniversityPatvirtintas el. paštas rice.edu
Andrew HoopesMITPatvirtintas el. paštas mgh.harvard.edu
Fredo DurandProfessor of Computer Science, MITPatvirtintas el. paštas mit.edu
Markus D. SchirmerInstructor in Investigation, MGH, Harvard Medical School, USAPatvirtintas el. paštas markus-schirmer.com
Michael BrudnoProfessor of Computer Science, University of Toronto; Chief Data Scientist, UHNPatvirtintas el. paštas cs.toronto.edu
Katherine L. (Katie) BoumanAssistant Professor, Computing & Mathematical Sciences (CMS) and Electrical Engineering (EE)Patvirtintas el. paštas caltech.edu
William T. FreemanProfessor of Computer Science, MITPatvirtintas el. paštas mit.edu
Danielle F. PaceSenior Machine Learning Scientist, The Broad InstitutePatvirtintas el. paštas mgh.harvard.edu
Kayhan BatmanghelichAssistant Professor, Boston UniversityPatvirtintas el. paštas bu.edu
Francesco Paolo CasaleHelmholtz Pioneer Campus, Institute of AI for Health, Helmholtz Zentrum MünchenPatvirtintas el. paštas helmholtz-muenchen.de
Jennifer ListgartenProfessor, UC Berkeley EECS and Center for Computational BiologyPatvirtintas el. paštas berkeley.edu
Gerald QuonAssociate Professor, University of California, DavisPatvirtintas el. paštas ucdavis.edu

Stebėti

Adrian V Dalca

Harvard Medical School & Massachusetts Institute of Technology

Patvirtintas el. paštas mit.edu - Pagrindinis puslapis

Machine Learning Medical Image Analysis Computer Science


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
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	2101	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	580	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	339*	2023
SynthStrip: skull-stripping for any brain image A Hoopes, JS Mora, AV Dalca, B Fischl, M Hoffmann NeuroImage 260, 119474, 2022	234	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	193	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	153	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	130	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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