March 14, 2024, 4:46 a.m. | Yun Xin Teoh, Alice Othmani, Siew Li Goh, Juliana Usman, Khin Wee Lai

cs.CV updates on arXiv.org arxiv.org

arXiv:2403.08761v1 Announce Type: cross
Abstract: Knee osteoarthritis is a degenerative joint disease that induces chronic pain and disability. Bone morphological analysis is a promising tool to understand the mechanical aspect of this disorder. This study proposes a 2D bone morphological analysis using manually segmented bones to explore morphological features related to distinct pain conditions. Furthermore, six semantic segmentation algorithms are assessed for extracting femur and tibia bones from X-ray images. Our analysis reveals that the morphology of the femur undergoes …

abstract analysis arxiv assessment comparative analysis cs.cv disability disease eess.iv few-shot pain segmentation study tool type zero-shot

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