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Recognition of Forward Head Posture Through 3D Human Pose Estimation With a Graph Convolutional Network: Development and Feasibility Study

Recognition of Forward Head Posture Through 3D Human Pose Estimation With a Graph Convolutional Network: Development and Feasibility Study

Achieving optimal posture—where the spine maintains a neutral alignment with the gravitational line passing through the acromion and tragus—ensures stability and good postural health [1]. Deviations from this alignment, as seen in FHP, can place undue stress on the cervical spine. This can lead to persistent neck pain and headaches [2] and may escalate to issues such as gait disturbances, chronic fatigue, digestive disorders, and lumbar disk herniation [3,4].

Haedeun Lee, Bumjo Oh, Seung-Chan Kim

JMIR Form Res 2024;8:e55476