ML-Based Brain Disorder Classification through Image Processing: Classification of Brain Disorder Diseases through Medical Image Processing using Machine Learning based Data Mining - Softcover

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

 
9786207456222: ML-Based Brain Disorder Classification through Image Processing: Classification of Brain Disorder Diseases through Medical Image Processing using Machine Learning based Data Mining
Softcover
ISBN 10: 620745622X ISBN 13: 9786207456222
Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Dr. Nagarjuna Reddy Seelam is working as an Associate Professor in the Department of Computer Science and Engineering, Lakireddy Bali Reddy College of Engineering, Mylavaram, AP. He completed his Ph.D. Degree from the JNTUK, Kakinada, India in 2022. He obtained his M. Tech in Computer Science Engineering from the Acharya Nagarjuna University.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
620745622X
ISBN 13 
9786207456222
Einband
Taschenbuch
Anzahl der Seiten
140
Kontakt zum Hersteller
Nicht verfügbar
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