Validation of a Deep Learning Algorithm for the Detection of Malignant Pulmonary Nodules in Chest Radiographs.
Journal:
JAMA network open
PMID:
32970157
Abstract
IMPORTANCE: The improvement of pulmonary nodule detection, which is a challenging task when using chest radiographs, may help to elevate the role of chest radiographs for the diagnosis of lung cancer.
Authors
Keywords
Aged
Algorithms
Artificial Intelligence
Deep Learning
Early Detection of Cancer
Female
Humans
Lung
Lung Neoplasms
Male
Middle Aged
Predictive Value of Tests
Radiographic Image Enhancement
Radiography, Thoracic
Radiologists
Reproducibility of Results
Sensitivity and Specificity
Solitary Pulmonary Nodule
Tumor Burden