AI and Machine Learning in Clinical Practice: Promise vs. Reality

Authors

  • Prakash Patel Chief Editor, IJMR

DOI:

https://doi.org/10.55489/ijmr.1301202574

Keywords:

Artificial Intelligence in Healthcare, Machine Learning Applications, Clinical Workflow Integration, Ethical and Bias Challenges

References

1. Alowais SA, Alghamdi SS, Alsuhebany N, Alqahtani T, Alshaya AI, Almohareb SN, et al. Revolutionizing healthcare: the role of artificial intelligence in clinical practice. BMC Med Educ. 2023;23(1):689. doi:10.1186/s12909-023-04698-z.

2. Topol EJ. Machine learning 101: Promise, pitfalls and medicine’s future. American Medical Association. 2020 Jun 15. Available from: https://www.ama-assn.org/practice-management/digital-health/machine-learning-101-promise-pitfalls-and-medicine-s-future

3. Graham S, Depp C, Lee EE, Nebeker C, Tu X, Kim HC, et al. From promise to practice: towards the realisation of AI-informed mental health care. Lancet Digit Health. 2022;4(11):e829-e840. doi:10.1016/S2589-7500(22)00153-4.

4. Sormani MP, Barone P, Calabrese M, Ciccarelli O, Cortese R, De Stefano N, et al. AI and Machine Learning in MS: Promise and Practicality for Clinical Practice. Neurol Live [Internet]. 2023 Jul 25. Available from: https://www.neurologylive.com/view/ai-machine-learning-ms-promise-practicality-clinical-practice

5. NRC Health. AI in Healthcare: Promise and Pitfalls. NRC Health. 2023. Available from: https://nrchealth.com/resource/full-report-ai-in-healthcare-promise-and-pitfalls/

6. Wilkinson J, Arnold KF, Murray EJ, van Smeden M, Carr K, Sippy R, et al. Time to reality check the promises of machine learning-powered precision medicine. Lancet Digit Health. 2020;2(12):e677-e680. doi:10.1016/S2589-7500(20)30200-4.

7. Watson J, Hutyra CA, Clancy SM, Chandiramani A, Bedoya A, Ilangovan K, et al. Realistically Integrating Machine Learning into clinical practice: a road map of opportunities, challenges, and a potential future. NPJ Digit Med. 2020;3:140. doi:10.1038/s41746-020-00340-7.

8. Sendak MP, Balu S, Schulman KA. Moving Past the Promise of AI to Real Uses in Health Care Delivery. NEJM Catal Innov Care Deliv. 2022 Mar 16. Available from: https://catalyst.nejm.org/doi/full/10.1056/CAT.22.0097

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Published

2025-01-01

How to Cite

Patel, P. (2025). AI and Machine Learning in Clinical Practice: Promise vs. Reality. International Journal of Medical Research, 13(01), 1–3. https://doi.org/10.55489/ijmr.1301202574

Issue

Section

Editorial