Development and validation of a machine learning-based fall-related injury risk prediction model using nationwide claims database in Korean community-dwelling older population

[11] Kakara R(2011)Summary of the Updated American Geriatrics Society/British Geriatrics Society clinical practice guideline for prevention of falls in older persons J Am Geriatr Soc. 59 148-126

[12] Schoene D(2021)Medication review in preventing older adults’ fall-related injury: a systematic review & meta-analysis Can Geriatr J 24 237-148

[13] Heller C(2020)A randomized trial of a multifactorial strategy to prevent serious fall injuries N Engl J Med 383 129-94

[14] Aung YN(1986)Performance-oriented assessment of mobility problems in elderly patients J Am Geriatr Soc 34 119-331

[15] Sieber CC(1991)The timed “Up & Go”: a test of basic functional mobility for frail elderly persons J Am Geriatr Soc 39 142-50

[16] Kemmler W(1994)A short physical performance battery assessing lower extremity function: association with self-reported disability and prediction of mortality and nursing home admission J Gerontol 49 M85-166

[17] Freiberger E(2010)Using psychometric techniques to improve the Balance Evaluation Systems Test: the mini-BESTest J Rehabil Med 42 323-2735

[18] Gazibara T(2008)The Short FES-I: a shortened version of the falls efficacy scale-international to assess fear of falling Age Ageing 37 45-1807

[19] Kurtagic I(2021)Practical and validated tool to assess falls risk in the primary care setting: a systematic review BMJ Open 11 e045431-595

[20] Kisic-Tepavcevic D(2013)The STEADI Tool Kit: a fall prevention resource for health care providers IHS Prim Care Provid 39 162-1429

[11] Kakara R(2011)Summary of the Updated American Geriatrics Society/British Geriatrics Society clinical practice guideline for prevention of falls in older persons J Am Geriatr Soc. 59 148-126

[12] Schoene D(2021)Medication review in preventing older adults’ fall-related injury: a systematic review & meta-analysis Can Geriatr J 24 237-148

[13] Heller C(2020)A randomized trial of a multifactorial strategy to prevent serious fall injuries N Engl J Med 383 129-94

[14] Aung YN(1986)Performance-oriented assessment of mobility problems in elderly patients J Am Geriatr Soc 34 119-331

[15] Sieber CC(1991)The timed “Up & Go”: a test of basic functional mobility for frail elderly persons J Am Geriatr Soc 39 142-50

[16] Kemmler W(1994)A short physical performance battery assessing lower extremity function: association with self-reported disability and prediction of mortality and nursing home admission J Gerontol 49 M85-166

[17] Freiberger E(2010)Using psychometric techniques to improve the Balance Evaluation Systems Test: the mini-BESTest J Rehabil Med 42 323-2735

[18] Gazibara T(2008)The Short FES-I: a shortened version of the falls efficacy scale-international to assess fear of falling Age Ageing 37 45-1807

[19] Kurtagic I(2021)Practical and validated tool to assess falls risk in the primary care setting: a systematic review BMJ Open 11 e045431-595

[20] Kisic-Tepavcevic D(2013)The STEADI Tool Kit: a fall prevention resource for health care providers IHS Prim Care Provid 39 162-1429