Lung Cancer Prediction Using Robust Machine Learning and Image Enhancement Methods on Extracted Gray-Level Co-Occurrence Matrix Features

Lung Cancer Prediction Using Robust Machine Learning and Image Enhancement Methods on Extracted Gray-Level Co-Occurrence Matrix Features

In the present era, cancer is the leading cause of demise in both men and women worldwide, with low survival rates due to inefficient diagnostic techniques. Recently, researchers have been devising methods to improve prediction performance. In medical image processing, image enhancement can further...

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Bibliographic Details
Main Authors: Lal Hussain, Hadeel Alsolai, Siwar Ben Haj Hassine, Mohamed K. Nour, Mesfer Al Duhayyim, Anwer Mustafa Hilal, Ahmed S. Salama, Abdelwahed Motwakel, Ishfaq Yaseen, Mohammed Rizwanullah
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Applied Sciences
Subjects:
GLCM features extraction
image enhancement
machine learning
neural network
image adjustment
Online Access:https://www.mdpi.com/2076-3417/12/13/6517

Internet

https://www.mdpi.com/2076-3417/12/13/6517

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