Diagnosis of Thyroid Nodules: Performance of a Deep Learning Convolutional Neural Network Model vs. Radiologists

Computer-aided diagnosis (CAD) systems hold potential to improve the diagnostic accuracy of thyroid ultrasound (US). We aimed to develop a deep learning-based US CAD system (dCAD) for the diagnosis of thyroid nodules and compare its performance with those of a support vector machine (SVM)-based US C...

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Vydáno v:Sci Rep
Hlavní autoři: Park, Vivian Y., Han, Kyunghwa, Seong, Yeong Kyeong, Park, Moon Ho, Kim, Eun-Kyung, Moon, Hee Jung, Yoon, Jung Hyun, Kwak, Jin Young
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2019
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6882804/
https://ncbi.nlm.nih.gov/pubmed/31780753
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-54434-1
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