Diagnostic Assessment of Deep Learning Algorithms for Frozen Tissue Section Analysis in Women with Breast Cancer.

Young-Gon Kim,In Hye Song, Seung Yeon Cho,Sungchul Kim,Milim Kim,Soomin Ahn,Hyunna Lee,Dong Hyun Yang,Namkug Kim,Sungwan Kim,Taewoo Kim,Daeyoung Kim, Jonghyeon Choi,Ki-Sun Lee,Minuk Ma, Minki Jo,So Yeon Park,Gyungyub Gong

Cancer research and treatment（2023）

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摘要

In this challenge competition, accurate deep learning algorithms were developed that can be helpful for making a diagnosis on intraoperative SLN biopsy. The clinical utility of this approach was evaluated by including an external validation set from SNUBH.

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关键词

Breast neoplasms,Classification,Deep learning,Frozen sections,Metastasis,Neoplasm metastasis,Sentinel lymph node

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