Implementing Machine Learning in Health Care - Addressing Ethical Challenges - PubMed (original) (raw)

Implementing Machine Learning in Health Care - Addressing Ethical Challenges

Danton S Char et al. N Engl J Med. 2018.

No abstract available

PubMed Disclaimer

Similar articles

• Ethical limitations of algorithmic fairness solutions in health care machine learning.
  McCradden MD, Joshi S, Mazwi M, Anderson JA. McCradden MD, et al. Lancet Digit Health. 2020 May;2(5):e221-e223. doi: 10.1016/S2589-7500(20)30065-0. Lancet Digit Health. 2020. PMID: 33328054 No abstract available.
• Machine learning in medicine: Addressing ethical challenges.
  Vayena E, Blasimme A, Cohen IG. Vayena E, et al. PLoS Med. 2018 Nov 6;15(11):e1002689. doi: 10.1371/journal.pmed.1002689. eCollection 2018 Nov. PLoS Med. 2018. PMID: 30399149 Free PMC article.
• The neglect of racism as an ethical issue in health care.
  Johnstone MJ, Kanitsaki O. Johnstone MJ, et al. J Immigr Minor Health. 2010 Aug;12(4):489-95. doi: 10.1007/s10903-008-9210-y. Epub 2008 Nov 18. J Immigr Minor Health. 2010. PMID: 19015986
• Do no harm: a roadmap for responsible machine learning for health care.
  Wiens J, Saria S, Sendak M, Ghassemi M, Liu VX, Doshi-Velez F, Jung K, Heller K, Kale D, Saeed M, Ossorio PN, Thadaney-Israni S, Goldenberg A. Wiens J, et al. Nat Med. 2019 Sep;25(9):1337-1340. doi: 10.1038/s41591-019-0548-6. Epub 2019 Aug 19. Nat Med. 2019. PMID: 31427808 Review.
• Machine learning in suicide science: Applications and ethics.
  Linthicum KP, Schafer KM, Ribeiro JD. Linthicum KP, et al. Behav Sci Law. 2019 May;37(3):214-222. doi: 10.1002/bsl.2392. Epub 2019 Jan 4. Behav Sci Law. 2019. PMID: 30609102 Review.

Cited by

• A scoping review of reporting gaps in FDA-approved AI medical devices.
  Muralidharan V, Adewale BA, Huang CJ, Nta MT, Ademiju PO, Pathmarajah P, Hang MK, Adesanya O, Abdullateef RO, Babatunde AO, Ajibade A, Onyeka S, Cai ZR, Daneshjou R, Olatunji T. Muralidharan V, et al. NPJ Digit Med. 2024 Oct 3;7(1):273. doi: 10.1038/s41746-024-01270-x. NPJ Digit Med. 2024. PMID: 39362934 Free PMC article.
• Safeguarding Patients in the AI Era: Ethics at the Forefront of Pharmacovigilance.
  Jain A, Salas M, Aimer O, Adenwala Z. Jain A, et al. Drug Saf. 2024 Sep 27. doi: 10.1007/s40264-024-01483-9. Online ahead of print. Drug Saf. 2024. PMID: 39331228
• A review of machine learning methods for non-invasive blood pressure estimation.
  Pal R, Le J, Rudas A, Chiang JN, Williams T, Alexander B, Joosten A, Cannesson M. Pal R, et al. J Clin Monit Comput. 2024 Sep 21. doi: 10.1007/s10877-024-01221-7. Online ahead of print. J Clin Monit Comput. 2024. PMID: 39305449 Review.
• Advancing Psoriasis Care through Artificial Intelligence: A Comprehensive Review.
  Smith P, Johnson CE, Haran K, Orcales F, Kranyak A, Bhutani T, Riera-Monroig J, Liao W. Smith P, et al. Curr Dermatol Rep. 2024 Sep;13(3):141-147. doi: 10.1007/s13671-024-00434-y. Epub 2024 Jun 13. Curr Dermatol Rep. 2024. PMID: 39301276 Free PMC article.
• From Human-in-the-Loop to Human-in-Power.
  Zheng EL, Jin W, Hamarneh G, Lee SS. Zheng EL, et al. Am J Bioeth. 2024 Sep;24(9):84-86. doi: 10.1080/15265161.2024.2377139. Epub 2024 Sep 3. Am J Bioeth. 2024. PMID: 39226019 No abstract available.

References

1. 1. Obermeyer Z, Emanuel EJ. Predicting the future — big data, machine learning, and clinical medicine. N Engl J Med. 2016;375:1216–9. - PMC - PubMed
2. 1. Angwin J, Larson J, Mattu S, Kirchner L. Machine bias. ProPublica. 2016 May 23; ( https://www.propublica.org/article/machine-bias-risk-assessments-in-crim...)
3. 1. Gijsberts CM, Groenewegen KA, Hoefer IE, et al. Race/ethnic differences in the associations of the Framingham risk factors with carotid IMT and cardiovascular events. PLoS One. 2015;10(7):e0132321. - PMC - PubMed
4. 1. Longhurst CA, Harrington RA, Shah NH. A ‘green button’ for using aggregate patient data at the point of care. Health Aff (Millwood) 2014;33:1229–35. - PubMed
5. 1. Siegler M. Confidentiality in medicine — a decrepit concept. N Engl J Med. 1982;307:1518–21. - PubMed

MeSH terms

LinkOut - more resources

• Full Text Sources

  • Atypon
  • Europe PubMed Central
  • Ovid Technologies, Inc.
  • PubMed Central

• Other Literature Sources

  • scite Smart Citations

• Medical

  • MedlinePlus Health Information