Adrian V. Dalca

SHRiMP: Accurate Mapping of Short Color-space Reads

Stephen M. Rumble, Phil Lacroute, Adrian V. Dalca et al. · PLoS Computational Biology · 2009 · 579 citations · Full text

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 · 472 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

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

Amy Zhao, Guha Balakrishnan, Frédo Durand et al. · 2019 · 444 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +20

Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces

Adrian V. Dalca, Guha Balakrishnan, John Guttag et al. · Medical Image Analysis · 2019 · 426 citations · Full text

Geometric Modeling, Machine Vision, Image Analysis +13

Automated segmentation of the hypothalamus and associated subunits in brain MRI

Benjamin Billot, Martina Bocchetta, Emily Todd et al. · NeuroImage · 2020 · 208 citations · Full text