Defining a Minimal Benchmark for Cardiovascular Risk Prediction Calculators in New England Electronic Health Record-Derived Cohort

Aniket N Zinzuwadia; Olga Mineeva; Chunying Li; Zareen Farukhi; Franco Giulianini; Brian E Cade; Lin Chen; Elizabeth W Karlson; Nina P Paynter; Samia Mora; Olga V Demler

doi:10.1161/CIRCOUTCOMES.123.010439

Defining a Minimal Benchmark for Cardiovascular Risk Prediction Calculators in New England Electronic Health Record-Derived Cohort

Circ Cardiovasc Qual Outcomes. 2024 Jun;17(6):e010439. doi: 10.1161/CIRCOUTCOMES.123.010439. Epub 2024 May 30.

Authors

Aniket N Zinzuwadia^{1

2}, Olga Mineeva³, Chunying Li², Zareen Farukhi⁴, Franco Giulianini², Brian E Cade², Lin Chen², Elizabeth W Karlson^#⁵, Nina P Paynter^#², Samia Mora^#⁶, Olga V Demler^#^{3

6}

Affiliations

¹ Department of Medicine, Harvard Medical School, Boston, MA (A.N.Z.).
² Brigham and Women's Hospital, Boston, MA (A.N.Z., C.L., F.G., B.E.C., L.C., N.P.P.).
³ Department of Computer Science, ETH, Zurich, Switzerland (O.M., O.V.D.).
⁴ Division of Cardiovascular Medicine, Massachusetts General Hospital, Boston, MA (Z.F.).
⁵ Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (E.W.K.).
⁶ Division of Preventive Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, MA (S.M., O.V.D.).

^# Contributed equally.

PMID: 38813693
PMCID: PMC11187648 (available on 2025-06-01)
DOI: 10.1161/CIRCOUTCOMES.123.010439

No abstract available

Keywords: benchmarking; cardiovascular diseases; cardiovascular model; clinical decision rules; demographic factors; machine learning; risk assessment.

Publication types

Letter

MeSH terms

Aged
Benchmarking* / standards
Cardiovascular Diseases* / diagnosis
Cardiovascular Diseases* / epidemiology
Decision Support Techniques
Electronic Health Records*
Female
Heart Disease Risk Factors*
Humans
Male
Middle Aged
New England / epidemiology
Predictive Value of Tests*
Prognosis
Risk Assessment

Publication types

MeSH terms

Grants and funding