Deep Learning-Based COPD Detection: Neural Network Performance Comparison and Model Interpretability Study - Amsterdam 2025

Advances in imaging biomarkers and artificial intelligence for chronic pulmonary diseases

Chair(s): Helmut Prosch, Christoph Lederer

Session type: Poster session

Deep Learning-Based COPD Detection: Neural Network Performance Comparison and Model Interpretability Study

Yuepeng Li

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Body composition in COPD patients with a new AI-based radiological method compared to bioelectrical impedance analysis

Judith Brock

Poster

Abstract

Use of Artificial Intelligence for Automated X-ray Analysis During the War in Ukraine

Yana Terleieva

Poster

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Radiological Predictors of Disease Progression in Non-Specific Interstitial Pneumonia

Sara Piciucchi

Poster

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Cluster Analysis for Clinical, Radiological, and Histopathological Profiling in Chronic Pulmonary Graft-Versus-Host Disease (PcGVHD)

Sara Piciucchi

Poster

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CALM-QE - Pilot Study on AI-Based Quantitative CT Thorax Analysis in Stable and Exacerbation Phases of COPD.

Andreas Hoheisel

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AI-driven assessment of CT airway abnormalities in alpha-1-antitrypsin deficiency patients: prediction of clinical outcomes

Maeva Zysman

Poster

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Deep Learning-Based COPD Detection: Neural Network Performance Comparison and Model Interpretability Study

Yuepeng Li

Poster

Abstract

Making Every CT Count: Automated Body Composition Analysis for Clinical Use in COPD and Beyond

Mia Solholt Godthaab Brath

Poster

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QUANTIFICATION AND ANALYSIS OF LUNG INVOLVEMENT BY ARTIFICIAL INTELLIGENCE IN PATIENTS WITH IDIOPATHIC PULMONARY FIBROSIS TREATED WITH ANTIFIBROTIC THERAPIES

Corrado Pelaia

Poster

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Longitudinal Changes in Quantitative Imaging Biomarkers are Associated with Increased Risk of Mortality in Connective Tissue Disease-Related Interstitial Lung Disease.

Simon Walsh

Poster

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Unmasking ABPA: the clinical impact of radiological diagnosis

Rasheeka Valiyakath Puthiyamaliyakkal

Poster

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Quantitative CT scoring of mucus plugs in people with cystic fibrosis

Stephanie Thee

Poster

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Evaluation of Radiological Abnormalities One Year After SARS-CoV-2 Pneumonia

Nour Kallel

Poster

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Automated CT segmentation volumes of mediastinal pulmonary artery predicts overall survival in hypersensitivity pneumonitis

Daryl Cheng

Poster

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Prevalence of Lung Involvement on HRCT in Rheumatoid Arthritis: A Systematic Review and Meta-analysis

Jonas Aggerholm Bækdal

Poster

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CT Lung Volume Analysis Correlates with the Presence of Pathological Usual Interstitial Pneumonia in Interstitial Lung Disease

Kenji Tsumura

Poster

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Clinical differences between intralobar pulmonary sequestration and anomalous systemic arterial supply to the basal segment of the lung

Mio Sugino

Poster

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Enhancing Pulmonary Disease Diagnosis with AI. A Study of 5,446 Patients Demonstrating Improved Accuracy and Efficiency in CT Imaging

Stevan Ivkovic

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Usefulness of fluorodeoxyglucose positron emission tomography in assessing connective tissue disease associated interstitial lung disease

Jei-yie Huang

Poster

Late Breaking Abstract - Role of 18F-FDG PET/CT and metabolic biomarkers in NSCLC immunotherapy response assessment

Roxana Mladin

Poster

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CDN Connection Issue

The ERS Congress 2025, Amsterdam

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