Observational study investigating the level of support from a convolutional neural network in face and scalp lesions deemed diagnostically 'unclear' by dermatologists.

Katharina S Kommoss,Julia K Winkler, Christine Mueller-Christmann,Felicitas Bardehle,Ferdinand Toberer,Wilhelm Stolz, Teresa Kraenke,Rainer Hofmann-Wellenhof,Andreas Blum,Alexander Enk,Albert Rosenberger,Holger A Haenssle

European journal of cancer (Oxford, England : 1990)（2023）

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摘要

Dermatologists mostly managed diagnostically 'unclear' FSL by treatment/excision or follow-up examination. Following CNN classifications as guidance in unclear cases seems suitable to significantly reduce incorrect decisions.

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关键词

Actinic keratosis,Basal cell carcinoma,Deep learning,Dermoscopy,Lentigo maligna,Melanoma,Neural network,Seborrhoeic keratosis,Skin cancer,Solar lentigo

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