Application of Artificial Intelligence in MRI Image Analysis for Radiological Diagnosis: A Systematic Review

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AI techniques significantly enhance MRI diagnostic performance, improving tumor detection rates and efficiency.
The review identifies a growing trend in AI-related publications from 2020–2024, reflecting rising global interest in the field.
A systematic literature review adhered to PRISMA guidelines and applied a PICOC framework for study selection and analysis.
Standardized protocols are essential for safe AI integration in radiology, addressing biases and validation needs in existing studies.

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Systematic review highlights improved diagnostic accuracy and clinical utility of AI in MRI analysis, suggesting enhanced workflows.

Muhammad Nasrullah (2025) studied this question.

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