Patch-Based Discrete Registration of Clinical Brain Images

by Dalca, Adrian V., Bobu, Andreea, Rost, Natalia S., Golland, Polina
Published 2021

Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration

by Dalca, Adrian V., Balakrishnan, Guha, Guttag, John, Sabuncu, Mert R.
Published 2021

Synthesizing Images of Humans in Unseen Poses

by Balakrishnan, Guha, Zhao, Amy, Dalca, Adrian V., Durand, Fredo, Guttag, John
Published 2021

An Unsupervised Learning Model for Deformable Medical Image Registration

by Balakrishnan, Guha, Zhao, Amy, Sabuncu, Mert R., Guttag, John, Dalca, Adrian V.
Published 2021

Learning to predict with supporting evidence: applications to clinical risk prediction

by Raghu, Aniruddh, Guttag, John, Young, Katherine, Pomerantsev, Eugene, Dalca, Adrian V, Stultz, Collin M
Published 2022

Augmenting existing deterioration indices with chest radiographs to predict clinical deterioration

by Mu, Emily, Jabbour, Sarah, Dalca, Adrian V., Guttag, John, Wiens, Jenna, Sjoding, Michael W.
Published 2022

Population Based Image Imputation

by Dalca, Adrian V., Bouman, Katherine L., Freeman, William T., Rost, Natalia S., Sabuncu, Mert R., Golland, Polina
Published 2021

Frequency Diffeomorphisms for Efficient Image Registration

by Zhang, Miaomiao, Liao, Ruizhi, Dalca, Adrian V., Turk, Esra A., Luo, Jie, Grant, P. Ellen, Golland, Polina
Published 2021

Iterative Segmentation from Limited Training Data: Applications to Congenital Heart Disease

by Pace, Danielle F., Dalca, Adrian V., Brosch, Tom, Geva, Tal, Powell, Andrew J., Weese, Jürgen, Moghari, Mehdi H., Golland, Polina
Published 2021

How Machine Learning is Powering Neuroimaging to Improve Brain Health

by Singh, Nalini M., Harrod, Jordan B., Subramanian, Sandya, Robinson, Mitchell, Chang, Ken, Cetin-Karayumak, Suheyla, Dalca, Adrian V., Eickhoff, Simon, Fox, Michael, Franke, Loraine, Golland, Polina, Haehn, Daniel
Published 2022