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20202026
most citedA Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

2.7k citations · 3.9k across the 27 of their papers we have counts for

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cs.CV2025

A Quad-Step Approach to Uncertainty-Aware Deep Learning for Skin Cancer Classification

Hamzeh Asgharnezhad, Pegah Tabarisaadi, Abbas Khosravi +2

Accurate skin cancer diagnosis is vital for early treatment and improved patient outcomes. Deep learning (DL) models have shown promise in automating skin cancer classification, ye…

cs.CV2022★ 11 cited

Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence

Mahboobeh Jafari, Afshin Shoeibi, Navid Ghassemi +9

Myocarditis is a significant cardiovascular disease (CVD) that poses a threat to the health of many individuals by causing damage to the myocardium. The occurrence of microbes and…