Reproducibility analysis of multi-institutional paired expert annotations and radiomic features of the Ivy Glioblastoma Atlas Project (Ivy GAP) dataset.

Sarthak Pati Ruchika Verma Hamed Akbari Michel Bilello Virginia B Hill Chiharu Sako Ramon Luis Correa-Medero Niha Beig Ludovic Venet Siddhesh P Thakur Prashant Serai Sung Min Ha Geri D Blake Russell Taki Shinohara Pallavi Tiwari Spyridon Bakas

Published in: Medical physics (2020)

The annotations and the associated meta-data for Ivy GAP are released with the purpose of enabling researchers toward developing image-based biomarkers for prognostic/predictive applications in GBM.

Keyphrases

quality improvement
deep learning
electronic health record
big data
artificial intelligence