Fully Automated Diagnosis of Anterior Cruciate Ligament Tears on Knee MR Images by Using Deep Learning

PURPOSE: To investigate the feasibility of using a deep learning–based approach to detect an anterior cruciate ligament (ACL) tear within the knee joint at MRI by using arthroscopy as the reference standard. MATERIALS AND METHODS: A fully automated deep learning–based diagnosis system was developed...

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Vydáno v:Radiol Artif Intell
Hlavní autoři: Liu, Fang, Guan, Bochen, Zhou, Zhaoye, Samsonov, Alexey, Rosas, Humberto, Lian, Kevin, Sharma, Ruchi, Kanarek, Andrew, Kim, John, Guermazi, Ali, Kijowski, Richard
Médium: Artigo
Jazyk:Inglês
Vydáno: Radiological Society of North America 2019
Témata:
Original Research
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6542618/
https://ncbi.nlm.nih.gov/pubmed/32076658
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryai.2019180091
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