Artificial Intelligence and Machine Learning for Medical Image Analysis

Sushma Maria Christina M

Artificial Intelligence and Machine Learning for Medical Image Analysis

August 2025

Vol-11, Issue-4

Paper ID: 27173

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Application/Artificial Intelligence /Machine Learning

Keywords

Artificial Intelligence Machine Learning Medical Images Disease Detection Deep Learning Diagnosis Brain Tumor Alzheimer’s Cancer Detection

Abstract

Artificial Intelligence (AI) and Machine Learning (ML) are revolutionizing medical image analysis, offering high accuracy in disease detection and classification. However, the lack of interpretability and clinical transparency in many of these models limits their widespread adoption. This research addresses this gap by proposing an explainable, multimodal AI framework that integrates medical imaging with patient-specific data, improving diagnostic accuracy while enhancing clinical trust. Drawing from recent advances in AI, this study demonstrates how explainable and federated learning techniques can transform disease diagnosis in areas such as glioma prognosis, gastrointestinal cancer detection, and Alzheimer’s prediction.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Sushma Maria Christina M	CMR UNIVERSITY

How to Cite

Use the following formats to cite this article in your research.

APA Style

M, Sushma Maria Christina (2025). Artificial Intelligence and Machine Learning for Medical Image Analysis. International Journal of Advance Research and Innovative Ideas In Education, 11(4), 1144-1148.

MLA Style

M, Sushma Maria Christina. "Artificial Intelligence and Machine Learning for Medical Image Analysis." International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 4, 2025, pp. 1144-1148.

IEEE Style

Sushma Maria Christina M, "Artificial Intelligence and Machine Learning for Medical Image Analysis," International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 4, pp. 1144-1148, 2025.

Vancouver Style

M Sushma Maria Christina. Artificial Intelligence and Machine Learning for Medical Image Analysis. International Journal of Advance Research and Innovative Ideas In Education. 2025;11(4):1144-1148.

Harvard Style

M, Sushma Maria Christina (2025) 'Artificial Intelligence and Machine Learning for Medical Image Analysis', International Journal of Advance Research and Innovative Ideas In Education, 11(4), pp. 1144-1148.

Chicago Style

M, Sushma Maria Christina. "Artificial Intelligence and Machine Learning for Medical Image Analysis." International Journal of Advance Research and Innovative Ideas In Education 11, no. 4 (2025): 1144-1148.

Turabian Style

M, Sushma Maria Christina. "Artificial Intelligence and Machine Learning for Medical Image Analysis." International Journal of Advance Research and Innovative Ideas In Education 11, no. 4 (2025): 1144-1148.