A multilayer perceptron-based model applied to histopathology image classification of lung adenocarcinoma subtypes

A multilayer perceptron-based model applied to histopathology image classification of lung adenocarcinoma subtypes

ObjectiveLung cancer is one of the most common malignant tumors in humans. Adenocarcinoma of the lung is another of the most common types of lung cancer. In clinical medicine, physicians rely on the information provided by pathology tests as an important reference for the fifinal diagnosis of many d...

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Bibliographic Details
Main Authors: Mingyang Liu, Liyuan Li, Haoran Wang, Xinyu Guo, Yunpeng Liu, Yuguang Li, Kaiwen Song, Yanbin Shao, Fei Wu, Junjie Zhang, Nao Sun, Tianyu Zhang, Lan Luan
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Oncology
Subjects:
histopathology image
lung cancer
deep learning
multilayer perceptron
image classification
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2023.1172234/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2023.1172234/full

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