Feasibility of YOLOX computer model-based assessment of knee function compared with manual assessment for people with severe knee osteoarthritis.

ABSTRACT:

Objective

This study aimed to assess the feasibility of computer model-based evaluation of knee joint functional capacity in comparison with manual assessment.

Methods

This study consisted of two phases: (1) developing an automatic knee joint action recognition and classification system on the basis of improved YOLOX and (2) analyzing the feasibility of assessment by the software system and doctors, identifying the knee joint function of patients, and determining the accuracy of the software system. We collected 40-50 samples for use in clinical experiments. The datasets used in this study were collected from patients admitted to the Joint Surgery Center. In this study, the knee joint assessment items included stair climbing, walking on uneven surfaces, and knee joint functi

SUBMITTER: Yang T 

PROVIDER: S-EPMC11763141 | biostudies-literature | 2025 Jan

REPOSITORIES: biostudies-literature