Search Results for author: Louis J. Vaickus

Found 3 papers, 1 papers with code

Longevity Associated Geometry Identified in Satellite Images: Sidewalks, Driveways and Hiking Trails

no code implementations5 Mar 2020 Joshua J. Levy, Rebecca M. Lebeaux, Anne G. Hoen, Brock C. Christensen, Louis J. Vaickus, Todd A. MacKenzie

Learned image features were clustered, and we identified 10 clusters that were associated with education, income, geographical region, race and age.

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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