Dalca, Adrian V.

An Unsupervised Learning Model for Deformable Medical Image Registration

Balakrishnan, G., Zhao, A., Sabuncu, M. R., Dalca, A. V., & Guttag, J. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Medical Image Segmentation TechniquesDomain Adaptation and Few-Shot Learning

Cited by 599

Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces

Dalca, A. V., Balakrishnan, G., Guttag, J., & Sabuncu, M. R. (2019) · Medical Image Analysis

Medical Image Segmentation Techniques3D Shape Modeling and Analysis

Cited by 467

UniverSeg: Universal Medical Image Segmentation

Butoi, V. I., Gonzalez Ortiz, J. J., Ma, T., Sabuncu, M. R., Guttag, J., & Dalca, A. V. (2023) · 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

Medical Image Segmentation TechniquesDomain Adaptation and Few-Shot Learning

Cited by 195

Scaling behaviors of deep learning and linear algorithms for the prediction of stroke severity

Bourached, A., Bonkhoff, A. K., Schirmer, M. D., Regenhardt, R. W., Bretzner, M., Hong, S., Dalca, A. V., Giese, A.-K., Winzeck, S., Jern, C., et al. (2022) · Brain Communications

Acute Ischemic Stroke ManagementArtificial Intelligence in Healthcare

Cited by 8