Homology-Based Image Processing for Automatic Classification of Histopathological Images of Lung Tissue

Homology-Based Image Processing for Automatic Classification of Histopathological Images of Lung Tissue

The purpose of this study was to develop a computer-aided diagnosis (CAD) system for automatic classification of histopathological images of lung tissues. Two datasets (private and public datasets) were obtained and used for developing and validating CAD. The private dataset consists of 94 histopath...

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Bibliographic Details
Main Authors: Mizuho Nishio, Mari Nishio, Naoe Jimbo, Kazuaki Nakane
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Cancers
Subjects:
pathology image
lung cancer
homology
Betti number
texture analysis
machine learning
Online Access:https://www.mdpi.com/2072-6694/13/6/1192

Internet

https://www.mdpi.com/2072-6694/13/6/1192

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