Feature-interactive Siamese graph encoder-based image analysis to predict STAS from histopathology images in lung cancer

Feature-interactive Siamese graph encoder-based image analysis to predict STAS from histopathology images in lung cancer

Abstract Spread through air spaces (STAS) is a distinct invasion pattern in lung cancer, crucial for prognosis assessment and guiding surgical decisions. Histopathology is the gold standard for STAS detection, yet traditional methods are subjective, time-consuming, and prone to misdiagnosis, limitin...

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Main Authors: Liangrui Pan, Qingchun Liang, Wenwu Zeng, Yijun Peng, Zhenyu Zhao, Yiyi Liang, Jiadi Luo, Xiang Wang, Shaoliang Peng
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:npj Precision Oncology
Online Access:https://doi.org/10.1038/s41698-024-00771-y
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https://doi.org/10.1038/s41698-024-00771-y

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