Deep learning for accurate B-line detection and localization in lung ultrasound imaging

IntroductionLung ultrasound (LUS) has become an essential imaging modality for assessing various pulmonary conditions, including the presence of B-line artifacts. These artifacts are commonly associated with conditions such as increased extravascular lung water, decompensated heart failure, dialysis...

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Bibliographic Details

Published in:	Frontiers in Artificial Intelligence
Main Authors:	Nixson Okila, Andrew Katumba, Joyce Nakatumba-Nabende, Cosmas Mwikirize, Sudi Murindanyi, Jonathan Serugunda, Samuel Bugeza, Anthony Oriekot, Juliet Bossa, Eva Nabawanuka
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-04-01
Subjects:	deep learning lung ultrasound B-line artifact localization YOLO
Online Access:	https://www.frontiersin.org/articles/10.3389/frai.2025.1560523/full