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Deep Convolutional Neural Networks for Onychomycosis Detection. (arXiv:2106.16139v3 [cs.CV] UPDATED)
Jan. 6, 2022, 2:10 a.m. | Abdurrahim Yilmaz, Fatih Goktay, Rahmetullah Varol, Gulsum Gencoglan, Huseyin Uvet
cs.CV updates on arXiv.org arxiv.org
The diagnosis of superficial fungal infections in dermatology is still mostly
based on manual direct microscopic examination with Potassium Hydroxide (KOH)
solution. However, this method can be time consuming and its diagnostic
accuracy rates vary widely depending on the clinician's experience. With the
increase of neural network applications in the field of clinical microscopy, it
is now possible to automate such manual processes increasing both efficiency
and accuracy. This study presents a deep neural network structure that enables
the rapid …
arxiv convolutional neural networks cv detection networks neural networks
More from arxiv.org / cs.CV updates on arXiv.org
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