AIBullisharXiv – CS AI · 3h ago7/10
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Clinical Validation of the Melanoscope AI Mobile Dermoscopy Clinical Decision Support System
Researchers validated the Melanoscope AI clinical decision support system for skin lesion screening in Russian outpatient settings, achieving 88.6% agreement with expert assessment and zero false negatives among malignant cases. The study introduces quantitative interpretability methods for deep learning models and a three-zone patient routing algorithm, demonstrating the viability of AI-powered dermoscopy as a scalable solution to address dermatologist shortages.