State of the art in lung ultrasound, shifting from qualitative to quantitative analyses
Lung ultrasound (LUS) has been increasingly expanding since the 1990s, when the clinical
relevance of vertical artifacts was first reported. However, the massive spread of LUS is only …
relevance of vertical artifacts was first reported. However, the massive spread of LUS is only …
[HTML][HTML] Deep-learning based detection of COVID-19 using lung ultrasound imagery
J Diaz-Escobar, NE Ordonez-Guillen… - Plos one, 2021 - journals.plos.org
Background The COVID-19 pandemic has exposed the vulnerability of healthcare services
worldwide, especially in underdeveloped countries. There is a clear need to develop novel …
worldwide, especially in underdeveloped countries. There is a clear need to develop novel …
[HTML][HTML] Accelerating detection of lung pathologies with explainable ultrasound image analysis
Care during the COVID-19 pandemic hinges upon the existence of fast, safe, and highly
sensitive diagnostic tools. Considering significant practical advantages of lung ultrasound …
sensitive diagnostic tools. Considering significant practical advantages of lung ultrasound …
Sonographic diagnosis of COVID-19: A review of image processing for lung ultrasound
C McDermott, M Łącki, B Sainsbury, J Henry… - Frontiers in big …, 2021 - frontiersin.org
The sustained increase in new cases of COVID-19 across the world and potential for
subsequent outbreaks call for new tools to assist health professionals with early diagnosis …
subsequent outbreaks call for new tools to assist health professionals with early diagnosis …
COVID-19 and non-COVID-19 classification using multi-layers fusion from lung ultrasound images
G Muhammad, MS Hossain - Information Fusion, 2021 - Elsevier
COVID-19 or related viral pandemics should be detected and managed without hesitation,
since the virus spreads very rapidly. Often with insufficient human and electronic resources …
since the virus spreads very rapidly. Often with insufficient human and electronic resources …
Automated lung ultrasound B-line assessment using a deep learning algorithm
C Baloescu, G Toporek, S Kim… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Shortness of breath is a major reason that patients present to the emergency department
(ED) and point-of-care ultrasound (POCUS) has been shown to aid in diagnosis, particularly …
(ED) and point-of-care ultrasound (POCUS) has been shown to aid in diagnosis, particularly …
Localizing B-Lines in Lung Ultrasonography by Weakly Supervised Deep Learning, In-Vivo Results
RJG Van Sloun, L Demi - IEEE journal of biomedical and health …, 2019 - ieeexplore.ieee.org
Lung ultrasound (LUS) is nowadays gaining growing attention from both the clinical and
technical world. Of particular interest are several imaging-artifacts, eg, A-and B-line artifacts …
technical world. Of particular interest are several imaging-artifacts, eg, A-and B-line artifacts …
Automatic pleural line extraction and COVID-19 scoring from lung ultrasound data
Recent works highlighted the significant potential of lung ultrasound (LUS) imaging in the
management of subjects affected by COVID-19. In general, the development of objective …
management of subjects affected by COVID-19. In general, the development of objective …
Pulmonary COVID-19: learning spatiotemporal features combining CNN and LSTM networks for lung ultrasound video classification
B Barros, P Lacerda, C Albuquerque, A Conci - Sensors, 2021 - mdpi.com
Deep Learning is a very active and important area for building Computer-Aided Diagnosis
(CAD) applications. This work aims to present a hybrid model to classify lung ultrasound …
(CAD) applications. This work aims to present a hybrid model to classify lung ultrasound …
Deep learning video classification of lung ultrasound features associated with pneumonia
Ultrasound (US) imaging holds promise as a low-cost versatile, non-invasive point-of-care
diagnostic modality in low-and middle-income countries (LMICs). Still, lung US can be …
diagnostic modality in low-and middle-income countries (LMICs). Still, lung US can be …