Search Results for author: Jason W. Wei

Found 4 papers, 1 papers with code

Predicting colorectal polyp recurrence using time-to-event analysis of medical records

no code implementations18 Nov 2019 Lia X. Harrington, Jason W. Wei, Arief A. Suriawinata, Todd A. MacKenzie, Saeed Hassanpour

Identifying patient characteristics that influence the rate of colorectal polyp recurrence can provide important insights into which patients are at higher risk for recurrence.

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

1 code implementation31 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

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