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LLM-Assisted Interpretation of Kinematic Gait Data in Children with Cerebral Palsy: An Expert Agreement Study on Gait Deviation Detection and Surgical Group Recommendations

2026-06-01

Abstract excerpt

Three-dimensional instrumented gait analysis (3D-IGA) is widely used to guide surgical decision-making in children with cerebral palsy (CP), but its interpretation is time-consuming and prone to inter-rater variability. We investigated whether a generative large language model (LLM) could consistently generate gait deviation findings and surgical procedure suggestions that align with expert judgement. Kinematic fe...

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Literature Corpus work
0d4d23d3-572e-5f03-b831-c60628b377c6
DOI
10.20944/preprints202606.0019.v1
Open publication

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LLM-Assisted Interpretation of Kinematic Gait Data in Children with Cerebral Palsy: An Expert Agreement Study on Gait Deviation Detection and Surgical Group RecommendationsDOI 10.20944/preprints202606.0019.v1
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