Receiver operating characteristic (ROC) curves of the two-stage DL diagnostic system across five-fold cross-validation.

<p>(a) ROC curves of stage one (diagnosis of pneumonia CXRs vs. normal CXRs). (b) ROC curves of stage two (diagnosis of COVID-19 CXRs vs. other viral pneumonia CXRs). AUC (Area Under the Curve) quantifies the overall diagnostic performance for each stage.</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Nastaran Enshaei (9405653) (author)
مؤلفون آخرون:	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)
منشور في:	2025
الموضوعات:	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 %),
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

Receiver operating characteristic (ROC) curves of the two-stage DL diagnostic system across five-fold cross-validation.

مواد مشابهة