Rivka R. Colen

Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data

Micah Sheller, Brandon Edwards, G. Anthony Reina et al. · Scientific Reports · 2020 · 1.4K citations · Full text

Computing, Biomedical Informatics, Health Informatics +14

Glioblastoma-infiltrated innate immune cells resemble M0 macrophage phenotype

Konrad Gabrusiewicz, Benjamin A.T. Rodriguez, Jun Wei et al. · JCI Insight · 2016 · 454 citations · Full text

Medicine, Immunology, Oncology +17

MR Imaging Predictors of Molecular Profile and Survival: Multi-institutional Study of the TCGA Glioblastoma Data Set

David A. Gutman, Lee Cooper, Scott N. Hwang et al. · Radiology · 2013 · 418 citations

Medicine, Oncology, Radiology +17

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards et al. · Nature Communications · 2022 · 340 citations · Full text

Computing, Computer Science, Oncology +13

Radiogenomic Mapping of Edema/Cellular Invasion MRI-Phenotypes in Glioblastoma Multiforme

Pascal O. Zinn, Bhanu Majadan, Pratheesh Sathyan et al. · PLoS ONE · 2011 · 269 citations · Full text

Medicine, Oncology, Radiology +17