Clinical validation of a machine-learned, point-of-care system to IDENTIFY pulmonary hypertension
The algorithm's performance is comparable, or possibly superior to, TTE, given that the tricuspid regurgitant velocity is not measurable in up to 41% of TTE cases. The test is a stress-free, noninvasive front-line test, presenting advantages to patients, physicians and healthcare systems.
Authors
- Horace R. Gillins
- Farhad Fathieh (ORCID: https://orcid.org/0000-0001-8123-3145)
- Dalton McLean
- Venkatraman Srinivasan
- Sudarshan Rajagopal (ORCID: https://orcid.org/0000-0002-3443-5040)
- Michael C. Roberts (ORCID: https://orcid.org/0000-0003-1955-8672)
- Timothy Burton (ORCID: https://orcid.org/0000-0002-5492-9304)
- Ian Shadforth
- Vallerie V. McLaughlin (ORCID: https://orcid.org/0000-0002-8907-1651)
- Mark Rabbat (ORCID: https://orcid.org/0000-0002-1936-0079)
- John Rommel
- Abhijit Raval
- Dean J. Kereiakes (ORCID: https://orcid.org/0000-0003-1086-127X)
- Shyam Ramchandani (ORCID: https://orcid.org/0000-0001-8600-5256)
- John Steuter
- William Carroll (ORCID: https://orcid.org/0000-0002-5768-1826)
- Charles R. Bridges
- Navid Nemati
Institutions
- Loyola University Medical Center (US)
- Allegheny Health Network (US)
- University of Michigan (US)
- Bryan Health (US)
- Novant Health (US)
- AnMed Health (US)
- Duke Medical Center (US)
- Christ Hospital (US)
- New Hanover Regional Medical Center (US)
- Cardiovascular Research Foundation (US)
- North Mississippi Medical Center (US)
Publication Details
- Journal
- ERJ Open Research
- Published
- 2025-02-27
- DOI
- https://doi.org/10.1183/23120541.01287-2024
- Citations
- 1
- Primary Topic
- Pulmonary Hypertension Research and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 1.52