Preoperative kidney tumor risk estimation with AI: From logistic regression to transformer.

Preoperative kidney tumor risk estimation with AI: From logistic regression to transformer.

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We consider the problem of renal mass risk classification to support doctors in adjuvant treatment decisions following nephrectomy. Recommendation of adjuvant therapy based on the mass appearance poses two major challenges: first, morphologic patterns may sometimes overlap across subtypes of varying...

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Main Authors: Vesna Barros, Nour Abdallah, Michal Ozery-Flato, Avihu Dekel, Moshiko Raboh, Nicholas Heller, Simona Rabinovici-Cohen, Alex Golts, Amilcare Gentili, Daniel Lang, Suman Chaudhary, Varsha Satish, Resha Tejpaul, Ivan Eggel, Itai Guez, Ella Barkan, Henning Müller, Efrat Hexter, Michal Rosen-Zvi, Christopher Weight
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0323240
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https://doi.org/10.1371/journal.pone.0323240

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