Combining Genetic Algorithms and SVM for Breast Cancer Diagnosis Using Infrared Thermography

Combining Genetic Algorithms and SVM for Breast Cancer Diagnosis Using Infrared Thermography

Breast cancer is one of the leading causes of mortality globally, but early diagnosis and treatment can increase the cancer survival rate. In this context, thermography is a suitable approach to help early diagnosis due to the temperature difference between cancerous tissues and healthy neighboring...

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Bibliographic Details
Main Authors: Roger Resmini, Lincoln Silva, Adriel S. Araujo, Petrucio Medeiros, Débora Muchaluat-Saade, Aura Conci
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
breast cancer
diagnosis
thermography
genetic algorithm
support vector machine
Online Access:https://www.mdpi.com/1424-8220/21/14/4802

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