Development and validation of a CT-based deep learning algorithm to augment non-invasive diagnosis of idiopathic pulmonary fibrosis
Manoj V. Maddali, Angad Kalra, Michael Muelly, Joshua Reicher
Topics & Concepts
MedicineAlgorithmIdiopathic pulmonary fibrosisUsual interstitial pneumoniaInterstitial lung diseaseReceiver operating characteristicRadiologyConvolutional neural networkCohortArea under the curveArtificial intelligenceMachine learningLungPathologyInternal medicineComputer scienceInterstitial Lung Diseases and Idiopathic Pulmonary FibrosisLung Cancer Diagnosis and TreatmentRadiomics and Machine Learning in Medical Imaging