Segui
Adrian Dalca
Adrian Dalca
Harvard Medical School & Massachusetts Institute of Technology
Email verificata su mit.edu - Home page
Titolo
Citata da
Citata da
Anno
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
8392019
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
7282009
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
4862018
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
3352019
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
2912018
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
2592018
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
1852019
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
1352018
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
1042015
Genome variation discovery with high-throughput sequencing data
AV Dalca, M Brudno
Briefings in bioinformatics 11 (1), 3-14, 2010
902010
Learning Conditional Deformable Templates with Convolutional Networks
AV Dalca, M Rakic, J Guttag, MR Sabuncu
Advances in Neural Information Processing Systems 32, 2019
802019
Gaussian Process Prior Variational Autoencoders
FP Casale, A Dalca, L Saglietti, J Listgarten, N Fusi
Advances in Neural Information Processing Systems, 10389-10400, 2018
752018
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
69*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
582019
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
572019
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
472020
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
472013
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
422020
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
412019
Medical image imputation from image collections
AV Dalca, KL Bouman, WT Freeman, NS Rost, MR Sabuncu, P Golland
IEEE transactions on medical imaging 38 (2), 504-514, 2019
402019
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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