Brain Tumor Detection and Classification in Medical Imaging:Comprehensive Survey and Primary Ensemble Model

Author(s)	Mr. MAHESH PRADIPRAO JUNGHARE, Ms. PALLAVI JUNGHARE, Ms. Yamini SONEWANE
Country	India
Abstract	Brain tumors represent a significant global health challenge, necessitating robust and automated solutions for early detection and classification to improve patient outcomes [1]. This paper presents a comprehensive survey of recent advancements in brain tumor detection and classification using medical imaging, culminating in the development of a primary ensemble model designed to enhance diagnostic accuracy and reliability [2] [3]. The increasing complexity and volume of medical image data, particularly from magnetic resonance imaging, underscore the critical need for sophisticated computational approaches in oncology [4].
Keywords	Brain Tumor , Medical Imaging
Field	Medical / Pharmacy
Published In	Volume 7, Issue 6, November-December 2025
Published On	2025-11-13
DOI	https://doi.org/10.36948/ijfmr.2025.v07i06.60453

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International Journal For Multidisciplinary Research