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Overview of existing techniques for brain tumor detection.

Journal: Scientific Reports

Article Title: Automatic smart brain tumor classification and prediction system using deep learning

doi: 10.1038/s41598-025-95803-3

Figure Lengend Snippet: Overview of existing techniques for brain tumor detection.

Article Snippet: , 2021 , Public (Kaggle) , 253 MRI images , Tumor and No Tumor , 2 , CNN VGG-16 ResNet-50 Inception-V3 , 100% 96% 89% 75%.

Techniques: Extraction, Biomarker Discovery, Modification