Publications

Pulmonary Blood Volumes on CT Predict Residual Pulmonary Hypertension Post-Pulmonary Endarterectomy
21 October 2025

Pulmonary Blood Volumes on CT Predict Residual Pulmonary Hypertension Post-Pulmonary Endarterectomy

Combined Deep Learning Algorithms Demonstrate That Both Computed Tomography Phenotype and Anatomical Biomarkers Are Predictive of Prognosis and Progression in Idiopathic Pulmonary Fibrosis
17 October 2025

Combined Deep Learning Algorithms Demonstrate That Both Computed Tomography Phenotype and Anatomical Biomarkers Are Predictive of Prognosis and Progression in Idiopathic Pulmonary Fibrosis

ATS Journals
Deep Learning Quantitative Computed Tomography Analysis in the Australian Idiopathic Pulmonary Fibrosis Registry
17 May 2025

Deep Learning Quantitative Computed Tomography Analysis in the Australian Idiopathic Pulmonary Fibrosis Registry

ATS Journals
Deep Learning-based Disease Severity Biomarkers on CT; Posthoc Analysis in a Phase 2a Placebo-controlled Study of ENV-101 in Subjects With Idiopathic Pulmonary Fibrosis
16 May 2025

Deep Learning-based Disease Severity Biomarkers on CT; Posthoc Analysis in a Phase 2a Placebo-controlled Study of ENV-101 in Subjects With Idiopathic Pulmonary Fibrosis

ATS Journals
Monte Carlo External Control Arm Generation Utilising Real-world Patient Data and Deep Learning-based Quantitative CT Metrics Demonstrates Treatment Effect in the Atlas IPF Trial
16 May 2025

Monte Carlo External Control Arm Generation Utilising Real-world Patient Data and Deep Learning-based Quantitative CT Metrics Demonstrates Treatment Effect in the Atlas IPF Trial

ATS Journals
Deep Learning-Based Short-Term Disease Progression Evaluation Supersedes Automated Baseline CT Phenotype in Predicting Outcomes in Idiopathic Pulmonary Fibrosis
16 May 2025

Deep Learning-Based Short-Term Disease Progression Evaluation Supersedes Automated Baseline CT Phenotype in Predicting Outcomes in Idiopathic Pulmonary Fibrosis

ATS Journals
Deep Learning-Based Quantitative CT and CT Phenotype Classification Independently Predict Mortality in Idiopathic Pulmonary Fibrosis, a Prospective Observational Cohort Study
16 May 2025

Deep Learning-Based Quantitative CT and CT Phenotype Classification Independently Predict Mortality in Idiopathic Pulmonary Fibrosis, a Prospective Observational Cohort Study

ATS Journals
Deep Learning-based Quantitative CT and Proteomics for Predicting Outcomes in Idiopathic Pulmonary Fibrosis
16 May 2025

Deep Learning-based Quantitative CT and Proteomics for Predicting Outcomes in Idiopathic Pulmonary Fibrosis

ATS Journals
Dose-Dependent Change of Inhaled Pirfenidone Seen in Lung Volume and Fibrosis Quantification in Patients With IPF: A Deep Learning Image-Based Analysis of Data From the ATLAS Phase 1b Trial
16 May 2025

Dose-Dependent Change of Inhaled Pirfenidone Seen in Lung Volume and Fibrosis Quantification in Patients With IPF: A Deep Learning Image-Based Analysis of Data From the ATLAS Phase 1b Trial

ATS Journals
Deep Learning–based Segmentation of Computed Tomography Scans Predicts Disease Progression and Mortality in Idiopathic Pulmonary Fibrosis
2 October 2024

Deep Learning–based Segmentation of Computed Tomography Scans Predicts Disease Progression and Mortality in Idiopathic Pulmonary Fibrosis

ATS Journals
Characterisation of high responders in the AIR C21 Vicore study ERS abstract
1 October 2024

Characterisation of high responders in the AIR C21 Vicore study ERS abstract

ERS Journals
Automated vascular and fibrotic segmentations associated with IPF mortality ATS abstract
30 September 2024

Automated vascular and fibrotic segmentations associated with IPF mortality ATS abstract

ATS Journals
Imaging adds to mortality prediction in IPF ATS abstract
29 September 2024

Imaging adds to mortality prediction in IPF ATS abstract

ATS Journals
GLPG1205 ERS abstract
28 September 2024

GLPG1205 ERS abstract

ERS Journals
Automated cohort selection ERS abstract
26 September 2024

Automated cohort selection ERS abstract

ERS Journals
Automated airway model in IPF ERS abstract
25 September 2024

Automated airway model in IPF ERS abstract

ERS Journals