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Sneha K. Patle

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Open access Aug 2026

Towards Clinically Interpretable Skin Lesion Analysis: A Unified Deep Learning Framework for Classification and Localization

An explainable deep learning architecture for skin lesion classification and localization based on the HAM10000 dataset is proposed that integrates the concepts of classification representation learning and lesion localization in a single architecture by incorporating image-based lesion classification alongside lesion...

Sameer Tembhurney, Rucha Rajiv Shastrakar, Anjali Gondane et al. · 0 citations
Open access Sep 2026

An Explainable Hybrid Multimodal Learning Framework for Heart Disease Prediction Using Clinical and Imaging Data

A new solution that allows integrating multiple technologies into the process of disease prediction, which includes machine learning, deep learning, as well as explainable AI, are incorporated into the system, which demonstrates how AI multi-models can easily scale and be explained.

Sameer Tembhurney, S. Shende, Asakti Rautkar et al. · 0 citations

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