Adrian V. Dalca

VoxelMorph: A Learning Framework for Deformable Medical Image Registration

Guha Balakrishnan, Amy Zhao, Mert R. Sabuncu et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2019 · 780 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

SHRiMP: Accurate Mapping of Short Color-space Reads

Stephen M. Rumble, Phil Lacroute, Adrian V. Dalca et al. · PLoS Computational Biology · 2009 · 590 citations · Full text

Life Sciences, Biology, Genetics +16

SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining

Benjamin Billot, Douglas N. Greve, Oula Puonti et al. · Medical Image Analysis · 2023 · 557 citations · Full text

Computing, Neuroscience, Radiology +16

Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces

Adrian V. Dalca, Guha Balakrishnan, John Guttag et al. · Medical Image Analysis · 2019 · 454 citations · Full text

Computing, Computer Science, Biomedical Imaging +11

Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation

Amy Zhao, Guha Balakrishnan, Frédo Durand et al. · 2019 · 451 citations

Computing, Computer Science, Radiology +16