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Editorial
. 2025 Dec 8;15(12):1874.
doi: 10.3390/life15121874.

Innovations in Thoracic Surgery and Medicine-From Concepts to Real-World Care

Affiliations
Editorial

Innovations in Thoracic Surgery and Medicine-From Concepts to Real-World Care

Paolo Scanagatta. Life (Basel). .

Abstract

Thoracic surgery and respiratory medicine are transitioning from device-centric innovation to systems-level transformation [...].

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Conflict of interest statement

The author declares no conflicts of interest.

References

    1. Friedman C.P., Rubin J.C., Sullivan K.J. Toward an information infrastructure for global health improvement: Learning health system foundations. J. Am. Med. Inform. Assoc. 2015;22:43–50. doi: 10.1136/amiajnl-2014-002977. - DOI - PMC - PubMed
    1. Aerts H.J.W.L., Velazquez E.R., Leijenaar R.T.H., Parmar C., Grossmann P., Carvalho S., Bussink J., Monshouwer R., Haibe-Kains B., Rietveld D., et al. Decoding tumor phenotype by noninvasive radiomics. Nat. Commun. 2014;5:4006. doi: 10.1038/ncomms5006. - DOI - PMC - PubMed
    1. Collins G.S., Reitsma J.B., Altman D.G., Moons K.G.M. Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): The TRIPOD statement. Ann. Intern. Med. 2015;162:55–63. doi: 10.7326/M14-0697. - DOI - PubMed
    1. Liu X., Cruz Rivera S., Moher D., Calvert M.J., Denniston A.K. Reporting guidelines for clinical trials evaluating artificial intelligence interventions (CONSORT-AI) BMJ. 2020;370:m3164. doi: 10.1136/bmj.m3164. - DOI - PMC - PubMed
    1. Kelly C.J., Karthikesalingam A., Suleyman M., Corrado G., King D. Key challenges for delivering clinical impact with artificial intelligence. Nat. Med. 2019;25:24–29. doi: 10.1186/s12916-019-1426-2. - DOI - PMC - PubMed

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