A novel hybrid model for brain tumor analysis with CNN and Moth Flame Optimization

A novel hybrid model for brain tumor analysis with CNN and Moth Flame Optimization

Early and accurate detection of brain tumors is vital for improving patient outcomes and treatment decisions. This study presents a Hybrid Brain Tumor Analysis (BTA) framework that integrates Moth Flame Optimization (MFO) and Convolutional Neural Networks (CNNs) for tumor identification, segmentatio...

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Bibliographic Details
Main Authors: Mohit Prakram, Kirti Rawal, Arun Singh, Ankur Goyal, Shiv Kant, Shakeel Ahmed, Saiprasad Potharaju
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Brain tumor
Cancer
MRI
Traditional segmentation
Clustering
K-means
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914825000590
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