Establishing Medical Intelligence—Leveraging Fast Healthcare Interoperability Resources to Improve Clinical Management: Retrospective Cohort and Clinical Implementation Study
Leveraging FHIR data through large-scale analytics can enhance health care quality and improve patient outcomes across 5 clinical specialties. We identified (1) patients with sepsis requiring less broad antibiotic therapy, (2) patients with myocardial infarction who could benefit from statin and antiplatelet therapy, (3) patients who had a stroke with longer than recommended times to intervention, (4) patients with hyperglycemia who could benefit from specialist referral, and (5) patients with PC with early increases in cancer markers.
Authors
- Fin Hendrik Bahnsen (ORCID: https://orcid.org/0000-0002-5204-4713)
- Ken Herrmann (ORCID: https://orcid.org/0000-0002-9662-7259)
- Benedikt Frank (ORCID: https://orcid.org/0000-0001-8837-9489)
- Jan Egger (ORCID: https://orcid.org/0000-0002-5225-1982)
- Susanne Tan (ORCID: https://orcid.org/0000-0003-2692-8643)
- Jens Kleesiek (ORCID: https://orcid.org/0000-0001-8686-0682)
- K Herrmann (ORCID: https://orcid.org/0000-0003-1669-0715)
- Hans Christian Reinhardt (ORCID: https://orcid.org/0000-0001-5706-9349)
- Thorsten Brenner (ORCID: https://orcid.org/0000-0002-4570-877X)
- Amir Abbas Mahabadi (ORCID: https://orcid.org/0000-0003-2336-7991)
- Martin Köhrmann (ORCID: https://orcid.org/0000-0002-0701-9535)
- Moon Kim (ORCID: https://orcid.org/0000-0002-7546-3910)
- Christopher Darr (ORCID: https://orcid.org/0000-0003-2532-8398)
- Jan Buer (ORCID: https://orcid.org/0000-0002-7602-1698)
- Michael Gertz (ORCID: https://orcid.org/0000-0003-4530-6110)
- Tienush Rassaf (ORCID: https://orcid.org/0000-0001-8001-0265)
- Christopher Martin Sauer (ORCID: https://orcid.org/0000-0002-2388-5919)
- Boris Hadaschik (ORCID: https://orcid.org/0000-0002-1052-2692)
- Julius Keyl (ORCID: https://orcid.org/0000-0002-5617-091X)
- Felix Nensa (ORCID: https://orcid.org/0000-0002-5811-7100)
- Alexander Brehmer (ORCID: https://orcid.org/0009-0000-2795-6174)
- J Rodriguez (ORCID: https://orcid.org/0000-0001-7280-4890)
Institutions
- Heidelberg University (DE)
- Essen University Hospital (DE)
- West German Heart and Vascular Center Essen (DE)
Publication Details
- Journal
- Journal of Medical Internet Research
- Published
- 2024-09-06
- DOI
- https://doi.org/10.2196/55148
- Citations
- 4
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 1.39