Performance of Deep-Learning Solutions on Lung Nodule Malignancy Classification: A Systematic Review

Performance of Deep-Learning Solutions on Lung Nodule Malignancy Classification: A Systematic Review

Objective: For several years, computer technology has been utilized to diagnose lung nodules. When compared to traditional machine learning methods for image processing, deep-learning methods can improve the accuracy of lung nodule diagnosis by avoiding the laborious pre-processing step of the pictu...

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Bibliographic Details
Main Authors: Hailun Liang, Meili Hu, Yuxin Ma, Lei Yang, Jie Chen, Liwei Lou, Chen Chen, Yuan Xiao
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Life
Subjects:
lung nodules
deep learning
convolutional neural network
low-dose CT
Online Access:https://www.mdpi.com/2075-1729/13/9/1911

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