Exploring supervised machine learning approaches to predicting Veterans Health Administration chiropractic service utilization

被引:0
作者
Brian C. Coleman
Samah Fodeh
Anthony J. Lisi
Joseph L. Goulet
Kelsey L. Corcoran
Harini Bathulapalli
Cynthia A. Brandt
机构
[1] VA Connecticut Healthcare System,Pain Research, Informatics, Multimorbidities, and Education (PRIME) Center
[2] Yale University,Yale School of Medicine
来源
Chiropractic & Manual Therapies | / 28卷
关键词
Machine learning; Predictive Modeling; Chiropractic; Healthcare service utilization;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 182 条
[1]  
Gaskin DJ(2012)The economic costs of pain in the United States J Pain 13 715-724
[2]  
Richard P(2018)Prevalence of chronic pain and high-impact chronic pain among adults - United States, 2016 MMWR Morb Mortal Wkly Rep 67 1001-1006
[3]  
Dahlhamer J(2019)Health care costs and opioid use associated with high-impact chronic spinal pain in the United States Spine (Phila Pa 1976) 44 1154-1161
[4]  
Lucas J(2019)The use of complementary and integrative health approaches for chronic musculoskeletal pain in younger US veterans: an economic evaluation PLoS One 14 e0217831-23
[5]  
Zelaya C(2015)A systematic review comparing the costs of chiropractic care to other interventions for spine pain in the United States BMC Health Serv Res 15 474-1703
[6]  
Nahin R(2018)Clinical policy recommendations from the VHA state-of-the-art conference on non-pharmacological approaches to chronic musculoskeletal pain J Gen Intern Med 33 16-1031
[7]  
Mackey S(2016)The musculoskeletal diagnosis cohort: examining pain and pain care among veterans Pain 157 1696-236
[8]  
DeBar L(2013)Primary care utilization among veterans with chronic musculoskeletal pain: a retrospective chart review Pain Med 14 1021-170
[9]  
Kerns R(2014)A review of analytics and clinical informatics in health care J Med Syst 38 45-928
[10]  
Von Korff M(2016)Exploring the potential of predictive analytics and big data in emergency care Ann Emerg Med 67 227-874