Diagnostic grade SHAP-prioritised machine learning for spirometry from high-dimensional qCT - Amsterdam 2025

New insights: the physiology of airflow obstruction

Chair(s): Francesco Ardesi, Maximillian Thomas

Session type: Poster session

Diagnostic grade SHAP-prioritised machine learning for spirometry from high-dimensional qCT

Ollie Pitts

EVENTS HOME

Poster
Abstract

Previous presentation

Next presentation

Session content

Contrasting GOLD and STAR classifications of spirometric COPD severity: relationship with clinical exercise testing outcomes

Danilo C Berton

Poster

Abstract

Predicting real-world minute ventilation in COPD using field walking tests

Aslihan Cakmak-onal

Poster

Abstract

Novel contrast-free CT perfusion for measuring perfusion defects in COPD and PE

Kris Nilsen

Poster

Abstract

FEV?/FVC as a marker of disease severity and functional impairment in COPD

Chaima Briki

Poster

Abstract

Mechanical-ventilatory responses and exertional dyspnoea in ever-smokers at risk for COPD in CanCOLD: an AI-based study

Abed Hijleh

Poster

Abstract

Diagnostic grade SHAP-prioritised machine learning for spirometry from high-dimensional qCT

Ollie Pitts

Poster

Abstract

Does FEV1/FVC STAR relate better to sensory-physiological responses to exercise than FEV1 z-scores in patients with COPD?

Danilo C Berton

Poster

Abstract

CPET Assessment: Which Test Provides the Best Insights for COPD and Heart Failure?

Juan Fco. Nieves Salceda

Poster

Abstract

A novel approach to differentiate obstructive lung disease from health.

Sanja Stanojevic

Poster

Abstract

Respiratory EMG and dyspnea during exercise in COPD patients

Britt J. M. H. Dörssers

Poster

Abstract

Using AI-techniques to assess dynamic mechanical-ventilatory constraints and exertional dyspnoea during CPET in the CanCOLD study

J. Alberto Neder

Poster

Abstract

Using breath-by-breath volumetric capnography to link gas exchange to exertional ventilatory efficiency in mild-moderate COPD

Matthew D. James

Poster

Abstract

Structural and functional abnormalities in pulmonary gas exchange efficiency at rest and exercise in mild COPD: a Phase-Resolved Functional Lung (PREFUL)-MRI study

Matthew D. James

Poster

Abstract

Detection of local ventilation defects using xenon-enhanced dynamic dual-energy CT

Emma Verelst

Poster

Abstract

Is FEV1 Q a good prognostic tool in COPD?

Salma Mokaddem Mohsen

Poster

Abstract

Appetite and longitudinal effects on weight and muscle function in COPD

Timothy O Jenkins

Poster

Abstract

Hyperinflation predicts incremental shuttle walk distance in COPD

Meera Srinivasan

Poster

Abstract

Impact of PRISm pattern in ventilatory and sensorial responses to exercise

Alice Scussel

Poster

Abstract

Prevalence and prognosis of CT lung pathology among adults meeting lung function reference population eligibility criteria: a CanCOLD study

Cole Bowerman

Poster

Abstract

In-phase chest wall vibration improves exercise tolerance and physiology in COPD

Dylan Creane

Poster

Abstract

CDN Connection Issue

The ERS Congress 2025, Amsterdam

#{title}