Can AI Extract Echo Report Data as Accurately as Expert Annotation? - Top-Institutions - MDSpire

Can AI Extract Echo Report Data as Accurately as Expert Annotation?

In a study of 50 echocardiography reports, GPT-5 mini extracted 55 cardiovascular fields from free-text echocardiography reports with 92.5% exact-match agreement with expert annotation.

  • By

  • Kerri Miller

  • June 26, 2026

  • 5 min

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Top Institutions in Cardiology

Brief introduction explaining scope and methodology.

  • #1

    Mayo Clinic
    Mayo Clinic

    Rochester, Minnesota

    Key Differentiators

    • Cardiology

  • #2

    Johns Hopkins University
    Johns Hopkins University

    Baltimore, Maryland

    Key Differentiators

    • Cardiology

  • #3

    MIMIC-III EchoNotes dataset
    MIMIC-III EchoNotes dataset

    N/A, N/A

    Key Differentiators

    • Cardiology

  • #4

    MIMIC-EchoNote
    MIMIC-EchoNote

    N/A, N/A

    Key Differentiators

    • Cardiology

  • #5

    Inova Schar Heart and Vascular
    Inova Schar Heart and Vascular

    Falls Church, Virginia

    Key Differentiators

    • Cardiology

Original Source(s)

Can AI Extract Echo Report Data as Accurately as Expert Annotation?

  • by Kerri Miller

  • June 26, 2026

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