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eess.IV2026
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…
eess.IV2024
Disease Classification and Impact of Pretrained Deep Convolution Neural Networks on Diverse Medical Imaging Datasets across Imaging Modalities
Jutika Borah, Kumaresh Sarmah, Hidam Kumarjit Singh
Imaging techniques such as Chest X-rays, whole slide images, and optical coherence tomography serve as the initial screening and detection for a wide variety of medical pulmonary a…