There has been an explosive growth in research over the last decade exploring machine learning techniques for analyzing chest X-ray (CXR) images for screening cardiopulmonary …
ZZ Qin, MS Sander, B Rai, CN Titahong… - Scientific reports, 2019 - nature.com
Deep learning (DL) neural networks have only recently been employed to interpret chest radiography (CXR) to screen and triage people for pulmonary tuberculosis (TB). No …
FA Khan, A Majidulla, G Tavaziva, A Nazish… - The Lancet Digital …, 2020 - thelancet.com
Background Deep learning-based radiological image analysis could facilitate use of chest x- rays as triage tests for pulmonary tuberculosis in resource-limited settings. We sought to …
S Kazemzadeh, J Yu, S Jamshy, R Pilgrim, Z Nabulsi… - Radiology, 2023 - pubs.rsna.org
Background The World Health Organization (WHO) recommends chest radiography to facilitate tuberculosis (TB) screening. However, chest radiograph interpretation expertise …
G Tavaziva, M Harris, SK Abidi, C Geric… - Clinical Infectious …, 2022 - academic.oup.com
Background Automated radiologic analysis using computer-aided detection software (CAD) could facilitate chest X-ray (CXR) use in tuberculosis diagnosis. There is little to no evidence …
T Pande, C Cohen, M Pai… - … International Journal of …, 2016 - ingentaconnect.com
OBJECTIVE: To systematically review the diagnostic accuracy of computer-aided detection (CAD) of pulmonary tuberculosis (PTB) on digital chest radiographs (CXR). DESIGN: We …
M Nash, R Kadavigere, J Andrade, CA Sukumar… - Scientific reports, 2020 - nature.com
In general, chest radiographs (CXR) have high sensitivity and moderate specificity for active pulmonary tuberculosis (PTB) screening when interpreted by human readers. However, they …
Background Migrants account for a large and growing proportion of tuberculosis (TB) cases in low-incidence countries in the European Union/European Economic Area (EU/EEA) …
Recently, the number of artificial intelligence powered computer-aided detection (CAD) products that detect tuberculosis (TB)-related abnormalities from chest X-rays (CXR) …