Name: AI-Powered Breast Cancer Detection (en Inglés)
SKU: 66207218
Price: 62.50 USD
Availability: InStock
Author: Kaliyaperumal, Saravanan; Ayyaswamy, Kathirvel

portada AI-Powered Breast Cancer Detection (en Inglés)

AI-Powered Breast Cancer Detection (en Inglés)

Formato

Libro Físico

Editorial

LAP Lambert Academic Publishing

Autor

Kaliyaperumal, Saravanan; Ayyaswamy, Kathirvel

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

Dimensiones

22.9x15.2x0.3 cm

ISBN13

9786208457150

AI-Powered Breast Cancer Detection (en Inglés)

Kaliyaperumal, Saravanan; Ayyaswamy, Kathirvel (Autor) · LAP Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "AI-Powered Breast Cancer Detection (en Inglés)"

Breast cancer remains one of the most prevalent and life-threatening diseases affecting women worldwide. Early and accurate detection plays a crucial role in improving survival rates and guiding effective treatment strategies. With the rapid advancements in Artificial Intelligence (AI), machine learning and computer vision techniques are increasingly being applied to automate the processes of breast cancer classification and image segmentation. This study focuses on the development of an intelligent framework that integrates recursive feature elimination (RFE) with a Support Vector Machine (SVM) classifier to enhance the accuracy and reliability of breast cancer detection and analysis. Experimental results demonstrate that the combination of segmentation techniques, RFE-based feature optimization, and SVM classification significantly improves diagnostic performance when compared to conventional machine learning approaches. The model achieves high accuracy, precision, and recall, making it suitable for clinical applications where reliability is critical.