AIMC Topic: Hand Dermatoses

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Deep neural networks show an equivalent and often superior performance to dermatologists in onychomycosis diagnosis: Automatic construction of onychomycosis datasets by region-based convolutional deep neural network.

PloS one Jan 19, 2018
Although there have been reports of the successful diagnosis of skin disorders using deep learning, unrealistically large clinical image datasets are required for artificial intelligence (AI) training. We created datasets of standardized nail images ...
Humans Neural Networks, Computer Artificial Intelligence Machine Learning Algorithms Databases, Factual Female Aged Young Adult Adult Male Middle Aged Diagnosis, Computer-Assisted Area Under Curve Dermatologists Image Interpretation, Computer-Assisted Foot Dermatoses Hand Dermatoses Onychomycosis
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Positive reactions to pairs of allergens associated with polysensitization: analysis of IVDK data with machine-learning techniques.

Contact dermatitis Apr 1, 2017
Humans Machine Learning Female Aged Adult Male Middle Aged Allergens Perfume Sulfhydryl Compounds Head Benzothiazoles Nitriles Aldehydes Cyclohexenes Biostatistics Torso Ethylene Glycols Dermatitis, Allergic Contact Facial Dermatoses Foot Dermatoses Hand Dermatoses Leg Dermatoses Patch Tests
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