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AI-supported insulin dosing for type 2 diabetes

A novel AI-based decision support system for insulin titration in type 2 diabetes reveals important considerations surrounding the feasibility of clinical implementation.

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  1. Guerron, A. D., Davis, G. M. & Pasquel, F. J. Endocrinol. Metab. Clin. North Am. 50, 457–474 (2021).

    Article  PubMed  Google Scholar 

  2. Lee, Y. B. et al. Diabetes Care 46, 959–966 (2023).

    Article  PubMed  Google Scholar 

  3. Lehmann, V. et al. Diabetes Care 46, 993–997 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Huang, J. et al. J. Diabetes Sci. Technol. 17, 224–238 (2023).

    Article  CAS  PubMed  Google Scholar 

  5. Wang, G. et al. Nat. Med. s41591-023-02552-9 (2023).

  6. Shao, H., Shi, L., Lin, Y. & Fonseca, V. J. Diabetes Complications 36, 108316 (2022).

    Article  PubMed  Google Scholar 

  7. Kianmehr, H. et al. J. Diabetes Complications 36, 108287 (2022).

    Article  PubMed  Google Scholar 

  8. Tejedor, M., Woldaregay, A. Z. & Godtliebsen, F. Artif. Intell. Med. 104, 101836 (2020).

    Article  PubMed  Google Scholar 

  9. Aloi, J. et al. J. Diabetes Sci. Technol. 11, 12–16 (2017).

    Article  PubMed  Google Scholar 

  10. Neubauer, K. M. et al. Diabetes Technol. Ther. 17, 685–692 (2015).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Bode, B., Clarke, J. G. & Johnson, J. J. Diabetes Sci. Technol. 12, 124–128 (2018).

    Article  PubMed  Google Scholar 

  12. Sallam, M. Healthcare (Basel). 11, 887 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

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Correspondence to Georgia M. Davis.

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Competing interests

G.M.D. reports research support from Insulet and consulting for Medscape. H.S. reports consulting for Eli Lilly, Sanofi and Johnson & Johnson. F.J.P. reports research support from Dexcom, Insulet, Novo Nordisk, Tandem and Ideal Medical Technologies and consulting for Dexcom and Medscape.

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Davis, G.M., Shao, H. & Pasquel, F.J. AI-supported insulin dosing for type 2 diabetes. Nat Med 29, 2414–2415 (2023).

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