Collective human intelligence outperforms artificial intelligence in a skin lesion classification task.

Julia K WinklerKatharina SiesChristine FinkFerdinand TobererAlexander EnkMohamed Souhayel AbassiTobias FuchsAndreas BlumWilhelm StolzBrigitte Coras-StepanekRobert CipicStefanie GutherHolger A Haenssle

Published in: Journal der Deutschen Dermatologischen Gesellschaft = Journal of the German Society of Dermatology : JDDG (2021)

Our analysis revealed that the majority vote of an interconnected group of dermatologists (CoHI) outperformed individuals and CNN in a demanding skin lesion classification task.

Keyphrases

artificial intelligence
deep learning
machine learning
convolutional neural network
big data
soft tissue
endothelial cells
wound healing
pluripotent stem cells
induced pluripotent stem cells
skin cancer