Dermoscopy diagnosis of cancerous lesions utilizing dual deep learning algorithms via visual and audio (sonification) outputs: Laboratory and prospective observational studies Article Swipe

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Sonification Observational study Audio visual Computer science Artificial intelligence Dual (grammatical number) Algorithm Medicine Speech recognition Pathology Human–computer interaction Multimedia Art Literature

Brian Walker , James M. Rehg , Achir Kalra , R. Michael Winters , Paul Drews , Joel Dascalu , Eli David , Avi Dascalu ·

YOU? · · 2019 · Open Access · · DOI: https://doi.org/10.1016/j.ebiom.2019.01.028 · OA: W2910035750

Adding a second stage of processing, which includes a deep learning algorithm of sonification and heuristic inspection with machine learning, significantly improves diagnostic accuracy. A combined two-stage system is expected to assist clinical decisions and de-escalate the current trend of over-diagnosis of skin cancer lesions as pathological. FUND: Bostel Technologies. Trial Registration clinicaltrials.gov Identifier: NCT03362138.