Examples of thorax segmentation results for COVID-19 and other viral pneumonia CXRs on th hold test set, with columns displaying the original chest X-ray, ground truth mask, predicted thorax mask, and the overlay of the predicted mask on the original image.

<p>Examples of thorax segmentation results for COVID-19 and other viral pneumonia CXRs on th hold test set, with columns displaying the original chest X-ray, ground truth mask, predicted thorax mask, and the overlay of the predicted mask on the original image.</p>

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Bibliographic Details
Main Author:	Nastaran Enshaei (9405653) (author)
Other Authors:	Arash Mohammadi (9405641) (author), Farnoosh Naderkhani (9405647) (author), Nick Daneman (138878) (author), Rawan Abu Mughli (21807644) (author), Reut Anconina (21807647) (author), Ferco H. Berger (21807650) (author), Robert Andrew Kozak (21807653) (author), Samira Mubareka (80688) (author), Ana Maria Villanueva Campos (21807656) (author), Keshav Narang (21807659) (author), Thayalasuthan Vivekanandan (21807662) (author), Adrienne Kit Chan (21807665) (author), Philip Lam (20210669) (author), Nisha Andany (11056596) (author), Anastasia Oikonomou (9405635) (author)
Published:	2025
Subjects:	Medicine Genetics Infectious Diseases Virology Biological Sciences not elsewhere classified subgroup analyses stratified model &# 8217 high pearson correlation demonstrated consistent performance scoring module exhibited baseline chest radiographs radiologists &# 8217 four experienced radiologists system &# 8217 existing deep learning 803 normal cases manual severity scoring automated severity scoring covid viral pneumonia normal cases deep learning severity scoring viral pneumonia baseline cxrs automated systems viral pneumonias acquired pneumonia severity levels severity assessment validated externally study introduces pivotal role pcr testing patient age models focus imaging plays findings suggest external validation enhanced covid early detection differentiating covid developed using critical window 936 non 808 covid 547 patients 3 %),
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Examples of thorax segmentation results for COVID-19 and other viral pneumonia CXRs on th hold test set, with columns displaying the original chest X-ray, ground truth mask, predicted thorax mask, and the overlay of the predicted mask on the original image.

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