Aikaterini Kotrotsou

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

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

Multicenter study demonstrates radiomic features derived from magnetic resonance perfusion images identify pseudoprogression in glioblastoma

Nabil Elshafeey, Aikaterini Kotrotsou, Ahmed Hassan et al. · Nature Communications · 2019 · 146 citations · Full text

Medicine, Oncology, Radiology +17

Radiomics to predict immunotherapy-induced pneumonitis: proof of concept

Rivka R. Colen, Takeo Fujii, Mehmet Asım Bilen et al. · Investigational New Drugs · 2017 · 120 citations · Full text

Medicine, Immunology, Internal Medicine +12

A Coclinical Radiogenomic Validation Study: Conserved Magnetic Resonance Radiomic Appearance of Periostin-Expressing Glioblastoma in Patients and Xenograft Models

Pascal O. Zinn, Sanjay K. Singh, Aikaterini Kotrotsou et al. · Clinical Cancer Research · 2018 · 104 citations · Full text

Medicine, Cancer Biology, Oncology +17