Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks

1 code implementation • 31 Jan 2019 • Jason W. Wei, Laura J. Tafe, Yevgeniy A. Linnik, Louis J. Vaickus, Naofumi Tomita, Saeed Hassanpour

It achieved a kappa score of 0. 525 and an agreement of 66. 6% with three pathologists for classifying the predominant patterns, slightly higher than the inter-pathologist kappa score of 0. 485 and agreement of 62. 7% on this test set.

Classification General Classification +3