Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKAHumansOsteoarthritisKneeDeep LearningMiddle Aged
Deep contrastive learning improves identification of early-stage knee osteoarthritis across multicohort X-ray datasets.
Ligan Jia, Guangyuan Du, Zijuan Fan, Xiaoke Li, Haifeng Liu, Jing Zhang, Dijun Li, Lei Yan, Jingwei Jiu, Ruoqi Li, Songyan Li, Yiqi Yang, Huachen Liu, Yijia Ren, Xuanbo Liu
Published: 202610.1002/ksa.70191
Abstract
PURPOSE: To develop a Kellgren-Lawrence (K-L) grading recognition framework for knee osteoarthritis (KOA) with enhanced capability for early-stage detection and to validate its transferability across three independent cohorts. METHODS: Weight-bearing…
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