ML-Based Brain Disorder Classification through Image Processing

Classification of Brain Disorder Diseases through Medical Image Processing using Machine Learning based Data Mining

von Venkata Krishna Reddy Vadisena, V. Nagarjuna Reddy Annapareddy, Chandar Sekhar Kolli

140 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

This book addresses medical image processing for brain disorder classification. It explores advanced techniques, including Discrete Wavelet Transform, SVM, and a hybridized strategy (MABC-ELM). Emphasizing the limitations of traditional methods, the study proposes an improved Deep Belief Network model. These computational models aim to enhance accuracy in brain image classification, crucial for accurate medical diagnoses.

• Themen: Informatik und Informationstechnologie
• ISBN: 9786207456222
• Sprache: Englisch
• Erscheinungsdatum: 05.01.2024
• Größe: 220 x 150 mm
• Verlag: LAP LAMBERT Academic Publishing