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This review systematically synthesizes studies published between 2020 and 2025 across Google Scholar, PubMed, ScienceDirect, Web of Science, and IEEE Xplore and reveals that convolutional neural networks, transformer-based architectures, and hybrid models have achieved high diagnostic accuracy, often exceeding manual assessments.