Deep Learning for Brain Tumor Prediction: Design, Development and Applications | Brain Tumor Diagnosis | AGPH Books

Book Title: Deep Learning for Brain Tumor Prediction: Design, Development and Applications | Brain Tumor Diagnosis | AGPH Books

Deep Learning for Brain Tumor Prediction: Design, Development and Applications provide a comprehensive study of artificial intelligencebased approaches for the detection, classification, and prediction of brain tumors. The book integrates medical science, image processing, machine learning, and deep learning to offer readers a detailed understanding of intelligent diagnostic systems. The opening chapters introduce the clinical foundations of brain tumors, including anatomy of the human brain, tumor characteristics, grading systems, imaging modalities, and the challenges associated with conventional detection methods. A detailed review of existing literature follows, presenting taxonomic classifications of previous research, influential datasets, performance measurement techniques, and emerging directions in brain tumor analytics. The core of the book focuses on the design and implementation of advanced deep learning architectures. Specialized chapters discuss PUO enhanced deep neural networks and nature inspired ensemble learning models developed for accurate tumor prediction and identification. Experimental findings, performance evaluations, and comparative analyses are systematically presented to demonstrate the effectiveness of the proposed approaches. The final chapters synthesize the results obtained from different methodologies and examine their broader implications for intelligent healthcare systems. The book concludes by outlining future directions for research and development in automated neurological diagnostics. Combining theoretical foundations with practical implementation, this volume serves as a valuable resource for students, researchers, engineers, medical practitioners, and professionals working at the intersection of healthcare and artificial intelligence.

About The Publisher:

AGPH Books is a professional self-book publishing house based in Central India, specializing in academic, professional, fiction, and non-fiction books in print, digital, and audio formats. The publishing house produces textbooks, research and reference works, biographies, self-help titles, children's books, literary fiction, poetry, and general interest publications. With a transparent publishing process and strong digital distribution, AGPH Books ensures global availability through Google Books, Amazon, Flipkart, and its official website store, supporting authors and institutions in reaching a wide and diverse readership.