Applying machine learning and pulmonary function data to detect interstitial lung disease in systemic sclerosis.

N. LE-DONG (Sorinnes, Belgium)

Source: International Congress 2017 – Best abstracts in lung function
Session: Best abstracts in lung function
Session type: Oral Presentation
Number: 3438
Disease area: Interstitial lung diseases

Congress or journal article abstractWebcastSlide presentation

Rating: 0
You must login to grade this presentation.

Share or cite this content

Citations should be made in the following way:
N. LE-DONG (Sorinnes, Belgium). Applying machine learning and pulmonary function data to detect interstitial lung disease in systemic sclerosis.. 3438

You must login to share this Presentation/Article on Twitter, Facebook, LinkedIn or by email.

Member's Comments

No comment yet.
You must Login to comment this presentation.


Related content which might interest you:
Pulmonary function tests as outcomes for systemic sclerosis interstitial lung disease
Source: Eur Respir Rev, 27 (148) 170102; 10.1183/16000617.0102-2017
Year: 2018



Oxygen pulse slope analysis during exercise testing identifies patients with systemic sclerosis at a possible risk for developing pulmonary vasculopathy
Source: Annual Congress 2013 –Clinical exercise physiology
Year: 2013

Can clinical data predict rapid decline of lung function in idiopathic pulmonary fibrosis (IPF) patients?
Source: International Congress 2017 – IPF: from the bench to the bedside
Year: 2017

Short-term dynamic lung function and predictors of lung function decline in systemic sclerosis-related interstitial lung disease
Source: Virtual Congress 2020 – Diagnostic and prognostic markers for disease-associated interstitial lung disease and hypersensitivity pneumonitis
Year: 2020


The change of lung diffusion capacity does not influence the prognosis in patients with pulmonary arterial hypertension associated with systemic sclerosis.
Source: International Congress 2019 – Endpoints and risk assessment of pulmonary arterial hypertension
Year: 2019



Longitudinal functional evaluation of interstitial lung disease in systemic sclerosis
Source: Virtual Congress 2020 – Diagnostic and prognostic markers for disease-associated interstitial lung disease and hypersensitivity pneumonitis
Year: 2020

Etablishing rhesus model of pulmonary fibrosis (PF) for the new drug evaluation
Source: International Congress 2015 – IPF: from bench to bedside
Year: 2015

Markers of pulmonary vascular compromise predict survival in interstitial lung disease (ILD)
Source: Annual Congress 2008 - Clinical aspects of interstitial lung disease
Year: 2008


The timed walk test as a measure of severity and survival in idiopathic pulmonary fibrosis
Source: Eur Respir J 2005; 25: 96-103
Year: 2005



A multicentre evaluation of inter-multidisciplinary team agreement for predicted disease behaviour and management strategy in diffuse lung disease
Source: International Congress 2016 – Epidemiological and clinical data regarding the modern management of chronic lung diseases
Year: 2016

Identifying early pulmonary arterial hypertension biomarkers in systemic sclerosis: machine learning on proteomics from the DETECT cohort
Source: Eur Respir J, 57 (6) 2002591; 10.1183/13993003.02591-2020
Year: 2021



Morphologic evaluation of lung in a scleroderma-like rabbit model
Source: Annual Congress 2006 - Systemic diseases, environmental and genetic factors in interstitial lung disease
Year: 2006


Using the ILD-GAP model to predict mortality in chronic interstitial lung disease
Source: International Congress 2015 – IIPs: orphan
Year: 2015


Experimental modeling of lung involvement due to systemic sclerosis.
Source: Virtual Congress 2020 – Non-idiopathic pulmonary fibrosis interstitial lung diseases: mechanisms, diagnosis and treatment
Year: 2020


Interstitial lung involvement in systemic sclerosis. Correlation of HRCT and lung function tests
Source: Eur Respir J 2004; 24: Suppl. 48, 487s
Year: 2004

Are the gains due to pulmonary rehabilitation in idiopathic pulmonary fibrosis and other interstitial lung diseases the same?
Source: Virtual Congress 2020 – The multiple facets of pulmonary rehabilitation and chronic respiratory care
Year: 2020


Titrated oxygen requirement and prognostication in idiopathic pulmonary fibrosis
Source: Eur Respir J 2012; 39: 359-365
Year: 2012



Pulmonary fibrosis is associated with emphysema in systemic sclerosis: indirect support for a smoking pathogenesis hypothesis
Source: Annual Congress 2009 - Idiopathic pulmonary fibrosis: concepts and mechanisms
Year: 2009

The natural course of systemic sclerosis patients with interstitial lung involvement
Source: Eur Respir J 2005; 26: Suppl. 49, 336s
Year: 2005