Ontology highlight
ABSTRACT:
SUBMITTER: Qin ZZ
PROVIDER: S-EPMC6802077 | biostudies-literature | 2019 Oct
REPOSITORIES: biostudies-literature
Qin Zhi Zhen ZZ Sander Melissa S MS Rai Bishwa B Titahong Collins N CN Sudrungrot Santat S Laah Sylvain N SN Adhikari Lal Mani LM Carter E Jane EJ Puri Lekha L Codlin Andrew J AJ Creswell Jacob J
Scientific reports 20191018 1
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 published studies have compared multiple DL systems and populations. We conducted a retrospective evaluation of three DL systems (CAD4TB, Lunit INSIGHT, and qXR) for detecting TB-associated abnormalities in chest radiographs from outpatients in Nepal and Cameroon. All 1196 individuals received a Xpert MTB/RIF assay and a CXR read ...[more]