Automated segmentation and scoring of lung ultrasound images of COVID-19 patients

2020 ◽  
Vol 148 (4) ◽  
pp. 2735-2735
Author(s):  
Roshan Roshankhah ◽  
Yasamin Karbalaeisadegh ◽  
Hastings Greer ◽  
Federico Mento ◽  
Gino Soldati ◽  
...  
Keyword(s):  
Lung Ultrasound ◽  
Ultrasound Images ◽  
Automated Segmentation

scholarly journals Investigating training-test data splitting strategies for automated segmentation and scoring of COVID-19 lung ultrasound images

2021 ◽  
Vol 150 (6) ◽  
pp. 4118-4127
Author(s):  
Roshan Roshankhah ◽  
Yasamin Karbalaeisadegh ◽  
Hastings Greer ◽  
Federico Mento ◽  
Gino Soldati ◽  
...  
Keyword(s):  
Test Data ◽  
Lung Ultrasound ◽  
Ultrasound Images ◽  
Automated Segmentation ◽  
Data Splitting

Automated segmentation of the gastrocnemius and soleus in shank ultrasound images through deep residual neural network

2022 ◽  
Vol 73 ◽  
pp. 103447
Author(s):  
Getao Du ◽  
Yonghua Zhan ◽  
Yue Zhang ◽  
Jianzhong Guo ◽  
Xueli Chen ◽  
...  
Keyword(s):  
Neural Network ◽  
Ultrasound Images ◽  
Automated Segmentation

scholarly journals Use of lung ultrasound for diagnosis and monitoring of coronavirus disease 2019 pneumonia: A case report

2020 ◽  
Vol 8 ◽  
pp. 2050313X2095891
Author(s):  
Debo Yun ◽  
Yan Cui ◽  
Yuan Geng ◽  
Yujiao Yang
Keyword(s):  
Case Report ◽  
Severe Acute Respiratory Syndrome ◽  
Early Diagnosis ◽  
Lung Ultrasound ◽  
Nasopharyngeal Swab ◽  
Ultrasound Images ◽  
Healthcare Settings ◽  
Pleural Line ◽  
Ultrasound Findings ◽  
Spread Of Infection

Knowledge of lung ultrasound characteristics of coronavirus disease 2019 pneumonia might be useful for early diagnosis and clinical monitoring of patients, and lung ultrasound can help to control the spread of infection in healthcare settings. In this case report, a 36-year-old man with severe acute respiratory syndrome coronavirus 2 infection was diagnosed by reverse transcription-polymerase chain reaction testing of a nasopharyngeal swab. The lung ultrasound findings for this patient were the interstitial-alveolar damage showing bilateral, diffuse pleural line abnormalities, subpleural consolidations, white lung areas and thick, irregular vertical artifacts. When the patient recovered from the severe acute respiratory syndrome coronavirus 2 infection, lung ultrasound images showed a normal pleural line with A-lines regularly reverberating. Performing lung ultrasound at the bedside minimizes the need to move the patient, thus reducing the risk of spreading infection among healthcare staff. Lung ultrasound is useful for early diagnosis and evaluation of the severity of coronavirus disease 2019 pneumonia and for monitoring its progress over the course of the disease.

scholarly journals The association of lung ultrasound images with COVID‐19 infection in an emergency room cohort

Anaesthesia ◽  
2020 ◽  
Vol 75 (12) ◽  
pp. 1620-1625 ◽  
Author(s):  
S. Bar ◽  
A. Lecourtois ◽  
M. Diouf ◽  
E. Goldberg ◽  
C. Bourbon ◽  
...  
Keyword(s):  
Emergency Room ◽  
Lung Ultrasound ◽  
Ultrasound Images
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