Learning from the EHR to Implement AI in Healthcare

Overview

Journal NPJ Digit Med

Specialty Medical Informatics

Date 2024 Nov 20

PMID 39567723

Authors

Christian Rose

Jonathan H Chen

Affiliations

Soon will be listed here.

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Privacy preserving strategies for electronic health records in the era of large language models.

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References

Wachter R, Brynjolfsson E . Will Generative Artificial Intelligence Deliver on Its Promise in Health Care?. JAMA. 2023; 331(1):65-69. DOI: 10.1001/jama.2023.25054. View

Blumenthal D . Launching HITECH. N Engl J Med. 2010; 362(5):382-5. DOI: 10.1056/NEJMp0912825. View

Tai-Seale M, Olson C, Li J, Chan A, Morikawa C, Durbin M . Electronic Health Record Logs Indicate That Physicians Split Time Evenly Between Seeing Patients And Desktop Medicine. Health Aff (Millwood). 2017; 36(4):655-662. PMC: 5546411. DOI: 10.1377/hlthaff.2016.0811. View

Li R, Kumar A, Chen J . How Chatbots and Large Language Model Artificial Intelligence Systems Will Reshape Modern Medicine: Fountain of Creativity or Pandora's Box?. JAMA Intern Med. 2023; 183(6):596-597. DOI: 10.1001/jamainternmed.2023.1835. View

Gardner R, Cooper E, Haskell J, Harris D, Poplau S, Kroth P . Physician stress and burnout: the impact of health information technology. J Am Med Inform Assoc. 2018; 26(2):106-114. PMC: 7647171. DOI: 10.1093/jamia/ocy145. View

Rotenstein L, Holmgren A, Horn D, Lipsitz S, Phillips R, Gitomer R . System-Level Factors and Time Spent on Electronic Health Records by Primary Care Physicians. JAMA Netw Open. 2023; 6(11):e2344713. PMC: 10665969. DOI: 10.1001/jamanetworkopen.2023.44713. View

Zahabi M, Kaber D, Swangnetr M . Usability and Safety in Electronic Medical Records Interface Design: A Review of Recent Literature and Guideline Formulation. Hum Factors. 2015; 57(5):805-34. DOI: 10.1177/0018720815576827. View

Ford E, Menachemi N, Phillips M . Predicting the adoption of electronic health records by physicians: when will health care be paperless?. J Am Med Inform Assoc. 2005; 13(1):106-12. PMC: 1380189. DOI: 10.1197/jamia.M1913. View

Singh H, Giardina T, Meyer A, Forjuoh S, Reis M, Thomas E . Types and origins of diagnostic errors in primary care settings. JAMA Intern Med. 2013; 173(6):418-25. PMC: 3690001. DOI: 10.1001/jamainternmed.2013.2777. View

10.

Abernethy A, Adams L, Barrett M, Bechtel C, Brennan P, Butte A . The Promise of Digital Health: Then, Now, and the Future. NAM Perspect. 2022; 2022. PMC: 9499383. DOI: 10.31478/202206e. View

11.

Shanafelt T, Dyrbye L, Sinsky C, Hasan O, Satele D, Sloan J . Relationship Between Clerical Burden and Characteristics of the Electronic Environment With Physician Burnout and Professional Satisfaction. Mayo Clin Proc. 2016; 91(7):836-48. DOI: 10.1016/j.mayocp.2016.05.007. View

12.

Melnick E, West C, Nath B, Cipriano P, Peterson C, Satele D . The association between perceived electronic health record usability and professional burnout among US nurses. J Am Med Inform Assoc. 2021; 28(8):1632-1641. PMC: 8324227. DOI: 10.1093/jamia/ocab059. View