Fall risk classification with posturographic parameters in community-dwelling older adults: a machine learning and explainable artificial intelligence approach.

"Declarations Ethics approval and consent to participateThis study was approved by the Ethical Committee of the National Taiwan University Hospital National Taiwan University Hospital (approval number: 202112114RINA, date of approval: 1/14/2022), and written informed consents were obtained from all participants prior to participation. Consent for publicationNot applicable. Competing interestsThe authors declare that they have no competing interests. Competing interests The authors declare that they have no competing interests."

"Funding This work was supported by the National Taiwan University Hospital Yunlin branch [Grant Number: NTUHYL 111. AI004] and the National Taiwan University Hospital [Grant Number: NTUH 113-S0140]. The funding sources are not involved in study design; in the collection, analysis and interpretation of data; in the writing of the report; and in the decision to submit the article for publication."

"Trial registration Not applicable"