26May 2023
Comparison of Pulmonary Congestion severity using AI‐assisted scoring vs. clinical experts: A Secondary Analysis of BLUSHED‐AHF

Comparison of Pulmonary Congestion severity using AI‐assisted scoring vs. clinical experts: A Secondary Analysis of BLUSHED‐AHF

This study aimed to investigate the correlation between an artificial intelligence/machine learning (AI/ML) automated lung ultrasound (LUS) congestion score and expert interpretations of B-line quantification. The study analyzed LUS clips from patients with acute decompensated heart failure (ADHF) and calculated an AI/ML-based lung congestion score (LCS) for each clip. The results showed that the LCS had good agreement with the expert's B-line quantification scores. Additionally, the expert's scores correlated better with the LCS than with the scores provided by ultrasound operators. The findings suggest that AI/ML-based automated tools may be useful in assisting novice users in interpreting LUS.

  • #cardiology

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