Improving lung cancer diagnosis and survival prediction with deep learning and CT imaging.

Lung cancer is a major cause of cancer-related deaths, and early diagnosis and treatment are crucial for improving patients' survival outcomes. In this paper, we propose to employ convolutional neural networks to model the non-linear relationship between the risk of lung cancer and the lungs�...

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Bibliographic Details
Main Authors: Xiawei Wang, James Sharpnack, Thomas C M Lee
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.0323174
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