Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound.
Lucassen RT, Jafari MH, Duggan NM, Jowkar N, Mehrtash A, Fischetti C, Bernier D, Prentice K, Duhaime EP, Jin M, Abolmaesumi P, Heslinga FG, Veta M, Duran-Mendicuti MA, Frisken S, Shyn PB, Golby AJ, Boyer E, Wells WM, Goldsmith AJ, Kapur T.
Lucassen RT, et al.
IEEE J Biomed Health Inform. 2023 Sep;27(9):4352-4361. doi: 10.1109/JBHI.2023.3282596. Epub 2023 Sep 6.
IEEE J Biomed Health Inform. 2023.
PMID: 37276107
Free PMC article.
We curate and publish, BEDLUS, a new ultrasound dataset comprising 1,419 videos from 113 patients with a total of 15,755 expert-annotated B-lines. Based on this dataset, we present a benchmark of established deep learning methods applied to the task of B-line detect …
We curate and publish, BEDLUS, a new ultrasound dataset comprising 1,419 videos from 113 patients with a total of 15,755 expert-annotated …