Brain tumor classification using MRI is important for medical image assessment. This paper presents a RAG-powered AI system that integrates deep-learning classification, explainable AI, and medical knowledge retrieval. The system aims to classify brain MRI scans and provide understandable explanations supported by relevant medical information. The proposed framework combines image preprocessing, classification, visual explanation, and retrieval-augmented generation through a user-friendly interface.
Standard citation formats for researchers, scholars, and academic bibliographies.
Umme Amara Shariff, et al. (2026). RAG - Powered AI System With Explainability For The Detection And Classification Of Brain Tumor. International Journal for Science and Advance Research In Technology (IJSART), 12(10), 105959. https://ijsart.com/rag-powered-ai-system-with-explainability-for-the-detection-and-classification-of-brain-tumor-105959
Umme Amara Shariff, et al. "RAG - Powered AI System With Explainability For The Detection And Classification Of Brain Tumor." International Journal for Science and Advance Research In Technology (IJSART), vol. 12, no. 10, 2026, pp. 105959.
Umme Amara Shariff, et al., 2026. RAG - Powered AI System With Explainability For The Detection And Classification Of Brain Tumor. International Journal for Science and Advance Research In Technology (IJSART), 12(10). Available at: <https://ijsart.com/rag-powered-ai-system-with-explainability-for-the-detection-and-classification-of-brain-tumor-105959>.
@article{ijsart_105959,
title = {{RAG - Powered AI System With Explainability For The Detection And Classification Of Brain Tumor}},
author = {{Umme Amara Shariff and Gowtham N D and Syeda Zahara Sultana and Vedhashree M Y and Soumya B J}},
journal = {{International Journal for Science and Advance Research In Technology (IJSART)}},
volume = {12},
number = {10},
year = {2026},
issn = {{2395-1052}},
url = {{https://ijsart.com/rag-powered-ai-system-with-explainability-for-the-detection-and-classification-of-brain-tumor-105959}}
}
Umme Amara Shariff, et al. (2026). RAG - Powered AI System With Explainability For The Detection And Classification Of Brain Tumor. International Journal for Science and Advance Research In Technology (IJSART), 12(10), 105959. https://ijsart.com/rag-powered-ai-system-with-explainability-for-the-detection-and-classification-of-brain-tumor-105959
MLA (9th edition)
Umme Amara Shariff, et al. "RAG - Powered AI System With Explainability For The Detection And Classification Of Brain Tumor." International Journal for Science and Advance Research In Technology (IJSART), vol. 12, no. 10, 2026, pp. 105959.
BibTeX Format
@article{ijsart_105959,
title = {{RAG - Powered AI System With Explainability For The Detection And Classification Of Brain Tumor}},
author = {{Umme Amara Shariff and Gowtham N D and Syeda Zahara Sultana and Vedhashree M Y and Soumya B J}},
journal = {{International Journal for Science and Advance Research In Technology (IJSART)}},
volume = {12},
number = {10},
year = {2026},
issn = {{2395-1052}},
url = {{https://ijsart.com/rag-powered-ai-system-with-explainability-for-the-detection-and-classification-of-brain-tumor-105959}}
}
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