Quantification and Analysis of Large Multimodal Clinical Image Studies: Application to Stroke. - Ramesh Sridharan; Adrian V. Dalca; Kaitlin M. Fitzpatrick; Lisa Cloonan; Allison Kanakis; Ona Wu; Karen L. Furie; Jonathan Rosand; Natalia S. Rost; Polina Golland (MBIA, 2013)

Segmentation of Cerebrovascular Pathologies in Stroke Patients with Spatial and Shape Priors. - Adrian Vasile Dalca; Ramesh Sridharan; Lisa Cloonan; Kaitlin M. Fitzpatrick; Allison Kanakis; Karen L. Furie; Jonathan Rosand; Ona Wu; Mert R. Sabuncu; Natalia S. Rost; Polina Golland (MICCAI (2), 2014)

Patch-Based Discrete Registration of Clinical Brain Images. - Adrian V. Dalca; Andreea Bobu; Natalia S. Rost; Polina Golland (Patch-MI@MICCAI, 2016)

Population Based Image Imputation. - Adrian V. Dalca; Katherine L. Bouman; William T. Freeman; Natalia S. Rost; Mert R. Sabuncu; Polina Golland (IPMI, 2017)

Fast Learning-based Registration of Sparse Clinical Images. - Kathleen M. Lewis; Guha Balakrishnan; Natalia S. Rost; John V. Guttag; Adrian V. Dalca (CoRR, 2018)

Patient-Specific Conditional Joint Models of Shape, Image Features and Clinical Indicators. - Bernhard Egger; Markus D. Schirmer; Florian Dubost; Marco J. Nardin; Natalia S. Rost; Polina Golland (MICCAI (4), 2019)

Automated Image Registration Quality Assessment Utilizing Deep-learning based Ventricle Extraction in Clinical Data. - Florian Dubost; Marleen de Bruijne; Marco Nardin; Adrian V. Dalca; Kathleen L. Donahue; Anne-Katrin Giese; Mark R. Etherton; Ona Wu; Marius de Groot; Wiro J. Niessen; Meike W. Vernooij; Natalia S. Rost; et al. (CoRR, 2019)

Medical Image Imputation From Image Collections. - Adrian V. Dalca; Katherine L. Bouman; William T. Freeman; Natalia S. Rost; Mert R. Sabuncu; Polina Golland (IEEE Trans. Medical Imaging, 2019)

Fast learning-based registration of sparse 3D clinical images. - Kathleen M. Lewis; Natalia S. Rost; John V. Guttag; Adrian V. Dalca (CHIL, 2020)

Spatial-Intensity Transform GANs for High Fidelity Medical Image-to-Image Translation. - Clinton J. Wang; Natalia S. Rost; Polina Golland (MICCAI (2), 2020)

Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation. - Florian Dubost; Marleen de Bruijne; Marco Nardin; Adrian V. Dalca; Kathleen L. Donahue; Anne-Katrin Giese; Mark R. Etherton; Ona Wu; Marius de Groot; Wiro J. Niessen; Meike W. Vernooij; Natalia S. Rost; et al. (Medical Image Anal., 2020)

3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images. - Sungmin Hong; Razvan V. Marinescu; Adrian V. Dalca; Anna K. Bonkhoff; Martin Bretzner; Natalia S. Rost; Polina Golland (DGM4MICCAI/DALI@MICCAI, 2021)

Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels. - Sungmin Hong; Anna K. Bonkhoff; Andrew Hoopes; Martin Bretzner; Markus D. Schirmer; Anne-Katrin Giese; Adrian V. Dalca; Polina Golland; Natalia S. Rost (CoRR, 2021)

Spatial-Intensity Transforms for Medical Image-to-Image Translation. - Clinton J. Wang; Natalia S. Rost; Polina Golland (IEEE Trans. Medical Imaging, 2023)