Area of research
Pulmonary and Respiratory Medicine · Radiology, Nuclear Medicine and Imaging
Research interest
Research focused on COPD and Intensive care unit, with related work in Lung, Airway, Hounsfield scale. Notable publications include 'The VAMPIRE challenge: A multi‐institutional validation study of CT ventilation imaging', 'Lung distribution of gas and blood volume in critically ill COVID-19 patients: a quantitative dual-energy computed tomography study', and 'CT image segmentation for inflamed and fibrotic lungs using a multi-resolution convolutional neural network'.
Deep Learning Estimation of Small Airway Disease from Inspiratory Chest Computed Tomography: Clinical Validation, Repeatability, and Associations with Adverse Clinical Outcomes in Chronic Obstructive Pulmonary Disease
Vessel and Airway Characteristics in One-Year Computed Tomography–Defined Rapid Emphysema Progression: SPIROMICS
The pleural gradient does not reflect the superimposed pressure in patients with class III obesity
Association of Ground-Glass Opacities with Systemic Inflammation and Progression of Emphysema
Phenotyping COVID-19 respiratory failure in spontaneously breathing patients with AI on lung CT-scan
Predicting severe chronic obstructive pulmonary disease exacerbations using quantitative CT: a retrospective model development and external validation study
Deep Residual Convolutional Network Predicts Future Severe Exacerbations of COPD in SPIROMICS
Lung distribution of gas and blood volume in critically ill COVID-19 patients: a quantitative dual-energy computed tomography study
CT image segmentation for inflamed and fibrotic lungs using a multi-resolution convolutional neural network
Diminishing Efficacy of Prone Positioning With Late Application in Evolving Lung Injury
An Experimental Pre-Post Study on the Efficacy of Respiratory Physiotherapy in Severe Critically III COVID-19 Patients
The VAMPIRE challenge: A multi‐institutional validation study of CT ventilation imaging
Airway fractal dimension predicts respiratory morbidity and mortality in COPD