Machine learning for detecting moyamoya disease in plain skull radiography using a convolutional neural network

BACKGROUND: Recently, innovative attempts have been made to identify moyamoya disease (MMD) by focusing on the morphological differences in the head of MMD patients. Following the recent revolution in the development of deep learning (DL) algorithms, we designed this study to determine whether DL ca...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:EBioMedicine
Prif Awduron: Kim, Tackeun, Heo, Jaehyuk, Jang, Dong-Kyu, Sunwoo, Leonard, Kim, Joonghee, Lee, Kyong Joon, Kang, Si-Hyuck, Park, Sang Jun, Kwon, O-Ki, Oh, Chang Wan
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Elsevier 2018
Pynciau:
Research paper
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6413674/
https://ncbi.nlm.nih.gov/pubmed/30598372
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ebiom.2018.12.043
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