Daniel C. Alexander

Evaluation of automated airway morphological quantification for assessing fibrosing lung disease
CenTime: Event-conditional modelling of censoring in survival analysis
A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study
Automated airway quantification associates with mortality in idiopathic pulmonary fibrosis
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels
Deep Learning Based Long Term Mortality Prediction in the National Lung Screening Trial
Survival Analysis for Idiopathic Pulmonary Fibrosis using CT Images and Incomplete Clinical Data
Learning Morphological Feature Perturbation for Semi-Supervised Segmentation
Evaluation of automated airway morphological quantification for assessing fibrosing lung disease
A computationally efficient approach to segmentation of the aorta and coronary arteries using deep learning
Mortality in combined pulmonary fibrosis and emphysema patients is determined by the sum of pulmonary fibrosis and emphysema
Pleuroparenchymal fibroelastosis in idiopathic pulmonary fibrosis: Survival analysis using visual and computer-based computed tomography assessment
Disentangling Human Error from Ground Truth in Segmentation of Medical Images
Learning to Pay Attention to Mistakes

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