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

[1] Peel NM(2011)Epidemiology of falls in older age Can J Aging 30 7-19

[2] Moreland B(2020)Trends in nonfatal falls and fall-related injuries among adults aged >/=65 years - United States, 2012–2018 MMWR Morb Mortal Wkly Rep 69 875-881

[3] Kakara R(2022)A retrospective cohort study of factors associated with severity of falls in hospital patients Sci Rep 12 12266-514

[4] Henry A(2018)Deaths from falls among persons aged ≥65 years - United States, 2007–2016 MMWR Morb Mortal Wkly Rep 67 509-719

[5] Ghosh M(2019)A systematic review on the influence of fear of falling on quality of life in older people: is there a role for falls? Clin Interv Aging 14 701-223

[6] O'Connell B(2017)Falls, risk factors and fear of falling among persons older than 65 years of age Psychogeriatrics 17 215-251

[7] Afrifa-Yamoah E(2016)Exploring the relationship between fall risk-increasing drugs and fall-related fractures Int J Clin Pharm 38 243-e17

[8] Kitchen S(2014)Fall risk-increasing drugs and falls: a cross-sectional study among elderly patients in primary care BMC Geriatr 14 40-57

[9] Coventry L(2018)Fall-risk-increasing drugs: a systematic review and meta-analysis: II. Psychotropics J Am Med Dir Assoc 19 371 e11-250

[10] Burns E(2017)Association between polypharmacy and falls in older adults: a longitudinal study from England BMJ Open 7 e016358-140

[1] Peel NM(2011)Epidemiology of falls in older age Can J Aging 30 7-19

[2] Moreland B(2020)Trends in nonfatal falls and fall-related injuries among adults aged >/=65 years - United States, 2012–2018 MMWR Morb Mortal Wkly Rep 69 875-881

[3] Kakara R(2022)A retrospective cohort study of factors associated with severity of falls in hospital patients Sci Rep 12 12266-514

[4] Henry A(2018)Deaths from falls among persons aged ≥65 years - United States, 2007–2016 MMWR Morb Mortal Wkly Rep 67 509-719

[5] Ghosh M(2019)A systematic review on the influence of fear of falling on quality of life in older people: is there a role for falls? Clin Interv Aging 14 701-223

[6] O'Connell B(2017)Falls, risk factors and fear of falling among persons older than 65 years of age Psychogeriatrics 17 215-251

[7] Afrifa-Yamoah E(2016)Exploring the relationship between fall risk-increasing drugs and fall-related fractures Int J Clin Pharm 38 243-e17

[8] Kitchen S(2014)Fall risk-increasing drugs and falls: a cross-sectional study among elderly patients in primary care BMC Geriatr 14 40-57

[9] Coventry L(2018)Fall-risk-increasing drugs: a systematic review and meta-analysis: II. Psychotropics J Am Med Dir Assoc 19 371 e11-250

[10] Burns E(2017)Association between polypharmacy and falls in older adults: a longitudinal study from England BMJ Open 7 e016358-140