Hoy D, Brooks P, Blyth F, Buchbinder R (2010) The epidemiology of low back pain. Best Pract Res Clin Rheumatol 24(6):769–781
Article PubMed CAS Google Scholar
Hoy D, Bain C, Williams G, March L, Brooks P, Blyth F et al (2012) A systematic review of the global prevalence of low back pain. Arthritis Rheum 64(6):2028–2037
Patel ND, Broderick DF, Burns J, Deshmukh TK, Fries IB, Harvey HB et al (2016) ACR appropriateness criteria low back pain. J Am Coll Radiol 13(9):1069–1078
Freburger JK, Holmes GM, Agans RP, Jackman AM, Darter JD, Wallace AS et al (2009) The rising prevalence of chronic low back pain. Arch Intern Med 169(3):251–258
Article PubMed PubMed Central Google Scholar
Dagenais S, Caro J, Haldeman S (2008) A systematic review of low back pain cost of illness studies in the United States and internationally. Spine J 8(1):8–20
Asche CV, Kirkness CS, McAdam-Marx C, Fritz JM (2007) The societal costs of low back pain: data published between 2001 and 2007. J Pain Palliat Care Pharmacother 21(4):25–33
Luo X, Pietrobon R, Sun SX, Liu GG, Hey L (2004) Estimates and patterns of direct health care expenditures among individuals with back pain in the united States. Spine 29(1):79–86
Gendelberg D, Rao A, Chung A, Jimenez-Almonte JH, Anand A, Robinson J et al (2023) Does the global alignment and proportion score predict mechanical complications in circumferential minimally invasive surgery for adult spinal deformity? Neurosurg Focus 54(1):E11
Stewart WF, Ricci JA, Chee E, Morganstein D, Lipton R (2003) Lost productive time and cost due to common pain conditions in the US workforce. JAMA 290(18):2443–2454
Article PubMed CAS Google Scholar
Martin BI, Deyo RA, Mirza SK, Turner JA, Comstock BA, Hollingworth W et al (2008) Expenditures and health status among adults with back and neck problems. JAMA 299(6):656–664
Article PubMed CAS Google Scholar
Lancaster B, Goldman J, Kobayashi Y, Gottschalk AW (2020) When is imaging appropriate for a patient with low back pain? Ochsner J 20(3):248–249
Article PubMed PubMed Central Google Scholar
Downie A, Hancock M, Jenkins H, Buchbinder R, Harris I, Underwood M et al (2020) How common is imaging for low back pain in primary and emergency care? Systematic review and meta-analysis of over 4 million imaging requests across 21 years. Br J Sports Med 54(11):642–651
Lemmers GPG, van Lankveld W, Westert GP, van der Wees PJ, Staal JB (2019) Imaging versus no imaging for low back pain: a systematic review, measuring costs, healthcare utilization and absence from work. Eur Spine J 28(5):937–950
Article PubMed CAS Google Scholar
Narrative.pdf. [cited 2024 Apr 18]. Available from: https://acsearch.acr.org/docs/69483/narrative/
Bizzo BC, Almeida RR, Michalski MH, Alkasab TK (2019) Artificial intelligence and clinical decision support for radiologists and referring providers. J Am Coll Radiol 16(9 Pt B):1351–1356
Li MD, Wood PA, Alkasab TK, Lev MH, Kalpathy-Cramer J, Succi MD (2021) Automated tracking of emergency department abdominal CT findings during the COVID-19 pandemic using natural language processing. Am J Emerg Med 49:52–57
Article PubMed PubMed Central Google Scholar
Kim D, Chung J, Choi J, Succi MD, Conklin J, Longo MGF et al (2022) Accurate auto-labeling of chest X-ray images based on quantitative similarity to an explainable AI model. Nat Commun 13(1):1867
Article PubMed PubMed Central CAS Google Scholar
Witowski J, Choi J, Jeon S, Kim D, Chung J, Conklin J et al (2021) MarkIt: A collaborative artificial intelligence annotation platform leveraging blockchain for medical imaging research. Blockchain Healthc Today. 4
Lee YH (2018) Efficiency improvement in a busy radiology practice: determination of musculoskeletal magnetic resonance imaging protocol using deep-learning convolutional neural networks. J Digit Imaging 31(5):604–610
Article PubMed PubMed Central Google Scholar
Kalra A, Chakraborty A, Fine B, Reicher J (2020) Machine learning for automation of radiology protocols for quality and efficiency improvement. J Am Coll Radiol 17(9):1149–1158
Rao A, Pang M, Kim J, Kamineni M, Lie W, Prasad AK et al (2023) Assessing the Utility of ChatGPT Throughout the Entire Clinical Workflow. medRxiv; 2023 [cited 2024 May 29]. p. 2023.02.21.23285886. Available from: https://www.medrxiv.org/content/https://doi.org/10.1101/2023.02.21.23285886v1
Rao A, Pang M, Kim J, Kamineni M, Lie W, Prasad AK et al (2023) Assessing the utility of ChatGPT throughout the entire clinical workflow: development and usability study. J Med Internet Res 25(1):e48659
Article PubMed PubMed Central Google Scholar
Chonde DB, Pourvaziri A, Williams J, McGowan J, Moskos M, Alvarez C et al (2021) Radtranslate: an artificial intelligence-powered intervention for urgent imaging to enhance care equity for patients with limited English proficiency during the COVID-19 pandemic. J Am Coll Radiol 18(7):1000–1008
Article PubMed PubMed Central Google Scholar
Koranteng E, Rao A, Flores E, Lev M, Landman A, Dreyer K et al (2023) Empathy and equity: key considerations for large Language model adoption in health care. JMIR Med Educ 9(1):e51199
Article PubMed PubMed Central Google Scholar
Arpino G, Laucirica R, Elledge RM (2005) Premalignant and in situ breast disease: biology and clinical implications. Ann Intern Med 143(6):446–457
Hutchins TA, Peckham M, Shah LM, Parsons MS, Agarwal V, Boulter DJ et al (2021) ACR appropriateness criteria® low back pain: 2021 update. J Am Coll Radiol 18(11):S361–S379
DePalma MG (2020) Red flags of low back pain. JAAPA 33(8):8
American Medical Association (2024) [cited 2024 May 29]. Medicare physician payment schedule. Available from: https://www.ama-assn.org/practice-management/medicare-medicaid/medicare-physician-payment-schedule
Comments (0)