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An explainable deep learning framework for skin lesion classification (EDLF-SLC) is developed and makes use of various approaches in machine learning and explainable artificial intelligence to ensure improvements in terms of both accuracy and interpretability in a three-stage manner.
A governance-centered AI consultancy framework that embeds AI-assisted fiscal analysis directly within institutional budgeting, accountability, and governance-oriented decision-support workflows is proposed, suggesting that governance-aware analytical operationalization can provide measurable value beyond standalone AI...
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