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most citedDisease Classification and Impact of Pretrained Deep Convolution Neural Networks on Diverse Medical Imaging Datasets across Imaging Modalities

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eess.IV2025

Interpretable Deep Learning Framework for Improved Disease Classification in Medical Imaging

Jutika Borah, Hidam Kumarjit Singh

Deep learning models have gained increasing adoption in medical image analysis. However, these models often produce overconfident predictions, which can compromise clinical accurac…