Sonographic machine-assisted recognition and tracking of B-lines in dogs: the SMARTDOG study

The AI algorithm demonstrated excellent agreement with experienced operators both for precise B-line counting and for the classification of pathological lung patterns. These findings support the potential of AI as a valuable decision-support tool for detecting clinically relevant cardiogenic pulmonary edema in veterinary critical care.

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Publication Details

Journal
Frontiers in Veterinary Science
Published
2025-08-08
DOI
https://doi.org/10.3389/fvets.2025.1647547
Citations
1
Primary Topic
Ultrasound in Clinical Applications
Type
article
Field-Weighted Citation Impact
1.55
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article

Sonographic machine-assisted recognition and tracking of B-lines in dogs: the SMARTDOG study

Maxime Cambournac, Aurélie Jourdan, Caroline Dania
1 citations
Frontiers in Veterinary Science
Ultrasound in Clinical Applications
1.55
article

Sonographic machine-assisted recognition and tracking of B-lines in dogs: the SMARTDOG study

Maxime Cambournac, Aurélie Jourdan, Caroline Dania
article en
1 citations

Abstract

The AI algorithm demonstrated excellent agreement with experienced operators both for precise B-line counting and for the classification of pathological lung patterns. These findings support the potential of AI as a valuable decision-support tool for detecting clinically relevant cardiogenic pulmonary edema in veterinary critical care.

Frontiers in Veterinary ScienceVol. 12
Centre Hospitalier Vétérinaire Frégis (FR), Informatique Electromagnetisme Electronique Analyse Numerique (France) (FR)
Good health and well-being
Openalex Percentile: Top 16%
Ultrasound in Clinical Applications
1.55
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Sonographic machine-assisted recognition and tracking of B-lines in dogs: the SMARTDOG study — Maxime Cambournac, Aurélie Jourdan, et al. · Frontiers in Veterinary Science (2025) | TGRS Research Map | TGRS