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Cost-Effectiveness of Artificial Intelligence-Based Opportunistic Compression Fracture Screening of Existing Radiographs.
- Source :
-
Journal of the American College of Radiology : JACR [J Am Coll Radiol] 2024 Sep; Vol. 21 (9), pp. 1489-1496. Date of Electronic Publication: 2024 Mar 26. - Publication Year :
- 2024
-
Abstract
- Purpose: Osteoporotic vertebral compression fractures (OVCFs) are a highly prevalent source of morbidity and mortality, and preventive treatment has been demonstrated to be both effective and cost effective. To take advantage of the information available on existing chest and abdominal radiographs, the authors' study group has developed software to access these radiographs for OVCFs with high sensitivity and specificity using an established artificial intelligence deep learning algorithm. The aim of this analysis was to assess the potential cost-effectiveness of implementing this software.<br />Methods: A deterministic expected-value cost-utility model was created, combining a tree model and a Markov model, to compare the strategies of opportunistic screening for OVCFs against usual care. Total costs and total quality-adjusted life-years were calculated for each strategy. Screening and treatment costs were considered from a limited societal perspective, at 2022 prices.<br />Results: In the base case, assuming a cost of software implantation of $10 per patient screened, the screening strategy dominated the nonscreening strategy: it resulted in lower cost and increased quality-adjusted life-years. The lower cost was due primarily to the decreased costs associated with fracture treatment and decreased probability of requiring long-term care in patients who received preventive treatment. The screening strategy was dominant up to a cost of $46 per patient screened.<br />Conclusions: Artificial intelligence-based opportunistic screening for OVCFs on existing radiographs can be cost effective from a societal perspective.<br /> (Published by Elsevier Inc.)
- Subjects :
- Humans
Osteoporotic Fractures diagnostic imaging
Osteoporotic Fractures economics
Quality-Adjusted Life Years
Female
Male
Sensitivity and Specificity
Aged
Markov Chains
Software
Cost-Benefit Analysis
Spinal Fractures diagnostic imaging
Spinal Fractures economics
Fractures, Compression diagnostic imaging
Fractures, Compression economics
Artificial Intelligence
Mass Screening economics
Subjects
Details
- Language :
- English
- ISSN :
- 1558-349X
- Volume :
- 21
- Issue :
- 9
- Database :
- MEDLINE
- Journal :
- Journal of the American College of Radiology : JACR
- Publication Type :
- Academic Journal
- Accession number :
- 38527641
- Full Text :
- https://doi.org/10.1016/j.jacr.2023.11.029