Spyridon Bakas

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah et al. · Radiology · 2020 · 3.9K citations · Full text

Medicine, Nuclear Medicine, Radiology +17

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features

Spyridon Bakas, Hamed Akbari, Aristeidis Sotiras et al. · Scientific Data · 2017 · 3K citations · Full text

Medicine, Oncology, Radiology +17

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Spyridon Bakas, Mauricio Reyes · arXiv (Cornell University) · 2018 · 1.4K citations · Full text

Medicine, Oncology, Radiology +17

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

The Medical Segmentation Decathlon

Michela Antonelli, Annika Reinke, Spyridon Bakas et al. · Nature Communications · 2022 · 1.2K citations · Full text

Computing, Biomedical Engineering, Computer Science +10