Golland, Polina

The multimodal brain tumor image segmentation benchmark (BRATS)

Menze, B. H., Jakab, A., Bauer, S., Kalpathy-Cramer, J., Farahani, K., Kirby, J., Burren, Y., Porz, N., Slotboom, J., Wiest, R., et al. (2015) · IEEE Transactions on Medical Imaging

Brain Tumor Detection and ClassificationMedical Image Segmentation Techniques

Cited by 6,781

Automated segmentation of hippocampal subfields from ultra‐high resolution in vivo MRI

Van Leemput, K., Bakkour, A., Benner, T., Wiggins, G., Wald, L. L., Augustinack, J., Dickerson, B. C., Golland, P., & Fischl, B. (2009) · Hippocampus

Medical Image Segmentation TechniquesBrain Tumor Detection and Classification

Cited by 405

Data-driven clustering reveals a fundamental subdivision of the human cortex into two global systems

Golland, Y., Golland, P., Bentin, S., & Malach, R. (2008) · Neuropsychologia

Functional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and Applications

Cited by 190

The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up

Marinescu, R. V., Oxtoby, N. P., Young, A. L., Bron, E. E., Toga, A. W., Weiner, M. W., Barkhof, F., Fox, N. C., Eshaghi, A., Toni, T., et al. (2021) · Machine Learning for Biomedical Imaging

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 68

Fast auto-differentiable digitally reconstructed radiographs for solving inverse problems in intraoperative imaging

Gopalakrishnan, V., & Golland, P. (2023) · Lecture Notes in Computer Science

Medical Image Segmentation TechniquesAdvanced Radiotherapy Techniques

Cited by 50

Intraoperative 2D/3D Image Registration via Differentiable X-Ray Rendering

Gopalakrishnan, V., Dey, N., & Golland, P. (2024) · 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Medical Image Segmentation TechniquesAnatomy and Medical Technology

Cited by 48

Rapid patient-specific neural networks for intraoperative X-ray to volume registration

Gopalakrishnan, V., Chlorogiannis, D.-D., Abumoussa, A., Larson, A. M., Haouchine, N., Orbach, D. B., Frisken, S., Dey, N., & Golland, P. (2025) · arXiv

Medical Image Segmentation TechniquesMedical Imaging and Analysis

Cited by 13

PolyPose: Deformable 2D/3D Registration via Polyrigid Transformations

Gopalakrishnan, V., Dey, N., & Golland, P. (2025) · Advances in Neural Information Processing Systems 38

Medical Image Segmentation TechniquesMedical Imaging and Analysis

Cited by 3