SPAALUV: Software Package for Automated Analysis of Lung Ultrasound Videos

被引:0
作者
Anto, Anito [1 ]
Jimson, Linda Rose [1 ]
Rose, Tanya [1 ]
Jafrin, Mohammed [1 ]
Panicker, Mahesh Raveendranatha [2 ]
机构
[1] Cochin Univ Sci & Technol, Cochin, India
[2] Indian Inst Technol Palakkad, Palakkad, India
关键词
Lung ultrasound; Video summarisation; Segmentation; Object tagging; Software package;
D O I
10.1016/j.softx.2023.101460
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In the recent past, with the rapid surge of COVID-19 infections, lung ultrasound has emerged as a fast and powerful diagnostic tool particularly for continuous and periodic monitoring of the lung. There have been many attempts towards severity classification, segmentation and detection of key landmarks in the lung. Leveraging the progress, an automated lung ultrasound video analysis package is presented in this work, which can provide summary of key frames in the video, flagging of the key frames with lung infection and options to automatically detect and segment the lung landmarks. The integrated package is implemented as an open-source web application and available in the link https://github.com/anitoanto/alus-package.& COPY; 2023 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
引用
收藏
页数:6
相关论文
共 10 条
[1]   How I do it: Lung ultrasound [J].
Gargani, Luna ;
Volpicelli, Giovanni .
CARDIOVASCULAR ULTRASOUND, 2014, 12
[2]   Lung ultrasound in the COVID-19 pandemic [J].
Jackson, Karl ;
Butler, Robert ;
Aujayeb, Avinash .
POSTGRADUATE MEDICAL JOURNAL, 2021, 97 (1143) :34-39
[3]  
Joseph J., 2023, Biomed. Eng. Adv, V6, DOI [10.1016/j.bea.2023.100094, DOI 10.1016/J.BEA.2023.100094]
[4]   Lung ultrasound-a primary survey of the acutely dyspneic patient [J].
Lee F.C.Y. .
Journal of Intensive Care, 4 (1)
[5]   Lung Ultrasound: The Essentials [J].
Marini, Thomas J. ;
Rubens, Deborah J. ;
Zhao, Yu T. ;
Weis, Justin ;
O'Connor, Timothy P. ;
Novak, William H. ;
Kaproth-Joslin, Katherine A. .
RADIOLOGY-CARDIOTHORACIC IMAGING, 2021, 3 (02)
[6]  
Mathews RP, 2022, IEEE J BIOMED HLTH I
[7]   Lung Ultrasound for Critically Ill Patients [J].
Mojoli, Francesco ;
Bouhemad, Belaid ;
Mongodi, Silvia ;
Lichtenstein, Daniel .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2019, 199 (06) :701-714
[8]  
Northwood C., 2018, The Modern Web. The Full Stack Developer: Your Essential Guide to the Everyday Skills Expected of a Modern Full Stack Web Developer, P1
[9]   Deep virtual adversarial self-training with consistency regularization for semi-supervised medical image classification [J].
Wang, Xi ;
Chen, Hao ;
Xiang, Huiling ;
Lin, Huangjing ;
Lin, Xi ;
Heng, Pheng-Ann .
MEDICAL IMAGE ANALYSIS, 2021, 70
[10]  
Zhou KY, 2018, AAAI CONF ARTIF INTE, P7582