PortNet: Achieving lightweight architecture and high accuracy in lung cancer cell classification

Background: As one of the cancers with the highest incidence and mortality rates worldwide, the timeliness and accuracy of cell type diagnosis in lung cancer are crucial for patients' treatment decisions. This study aims to develop a novel deep learning model to provide efficient, accurate, and...

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Bibliographic Details
Main Authors: Kaikai Zhao, Youjiao Si, Liangchao Sun, Xiangjiao Meng
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Heliyon
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Online Access:http://www.sciencedirect.com/science/article/pii/S2405844025002300
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