Position: Evaluation of ECG Representations Must Be Fixed | ScienceToStartup | ScienceToStartup

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References (81)

[1]

Benchmarking ECG Foundational Models: A Reality Check Across Clinical Tasks

2025M. A. Al-Masud, Juan Miguel Lopez Alcaraz et al.

[2]

Detecting structural heart disease from electrocardiograms using AI

2025T. Poterucha, Linyuan Jing et al.

[3]

An Electrocardiogram Foundation Model Built on over 10 Million Recordings.

Founder's Pitch

"Revamp ECG representation evaluation practices for clinical alignment with a new evaluation protocol."

Medical AI•Score: 3•View PDF ↗

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Position: Evaluation of ECG Representations Must Be Fixed

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"Revamp ECG representation evaluation practices for clinical alignment with a new evaluation protocol."

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Position: Evaluation of ECG Representations Must Be Fixed

BUILDER'S SANDBOX

Build This Paper

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References (81)

Founder's Pitch

"Revamp ECG representation evaluation practices for clinical alignment with a new evaluation protocol."

Commercial Viability Breakdown

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