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Studies from Shahid Beheshti University Have Provided New Information about Colon Cancer (Metaheuristic-driven Two-stage Ensemble Deep Learning for Lung/colon Cancer Classification).

Source :
Cancer Weekly; 11/12/2024, p1287-1287, 1p
Publication Year :
2024

Abstract

A study conducted at Shahid Beheshti University in Tehran, Iran, explores the use of deep learning, ensemble learning, and metaheuristic optimization techniques for the classification of lung and colon cancers. The research introduces a metaheuristic-driven two-stage ensemble deep learning model that significantly outperforms existing methods, achieving high accuracy rates for different cancer datasets. The study emphasizes the importance of utilizing advanced algorithms and image processing techniques to enhance treatment efficacy and improve survival rates for cancer patients. [Extracted from the article]

Details

Language :
English
ISSN :
10717218
Database :
Complementary Index
Journal :
Cancer Weekly
Publication Type :
Periodical
Accession number :
180743625