Failure of AI-driven diagnostic tool: lessons and strategies to prevent patient harm
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Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s11657-024-01418-y.pdf
Reference8 articles.
1. Asamoto T, Takegami Y, Sato Y et al (2024) External validation of a deep learning model for predicting bone mineral density on chest radiographs. Arch Osteoporos 19:15. https://doi.org/10.1007/s11657-024-01372-9
2. Jang M, Kim M, Bae SJ et al (2022) Opportunistic osteoporosis screening using chest radiographs with deep learning: development and external validation with a cohort dataset. J Bone Miner Res 37:369–377. https://doi.org/10.1002/jbmr.4477
3. Sato Y, Yamamoto N, Inagaki N et al (2022) Deep learning for bone mineral density and T-score prediction from chest X-rays: a multicenter study. Biomedicines 10:2323. https://doi.org/10.3390/biomedicines10092323
4. Eertink JJ, Heymans MW, Zwezerijnen GJC et al (2022) External validation: a simulation study to compare cross-validation versus holdout or external testing to assess the performance of clinical prediction models using PET data from DLBCL patients. EJNMMI Res 12:58. https://doi.org/10.1186/s13550-022-00931-w
5. Rajkomar A, Hardt M, Howell MD et al (2018) Ensuring fairness in machine learning to advance health equity. Ann Intern Med 169:866–872. https://doi.org/10.7326/M18-1990
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