Identification of potentially undiagnosed patients with nontuberculous mycobacterial lung disease using machine learning applied to primary care data in the UK

Orla M. Doyle, Roald van der Laan, Marko Obradovic, Peter McMahon, Flora Daniels, Ashley Pitcher, Michael R. Loebinger

Source: Eur Respir J, 56 (4) 2000045; 10.1183/13993003.00045-2020
Journal Issue: October

Congress or journal article abstractFull text journal articlePDF journal article, handout or slides

Rating: 0
You must login to grade this presentation.

Share or cite this content

Citations should be made in the following way:
Orla M. Doyle, Roald van der Laan, Marko Obradovic, Peter McMahon, Flora Daniels, Ashley Pitcher, Michael R. Loebinger. Identification of potentially undiagnosed patients with nontuberculous mycobacterial lung disease using machine learning applied to primary care data in the UK. Eur Respir J, 56 (4) 2000045; 10.1183/13993003.00045-2020

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:
Non-tuberculous mycobacterial disease in patients who were referred as MDR-TB in resource limited settings: need for more rapid identification
Source: Annual Congress 2008 - Epidemiology and clinical management of multidrug-resistant and extensively drug-resistant tuberculosis
Year: 2008

The impact of new ATS/IDSA guideline for nontuberculous mycobacterial disease on the diagnosis of nontuberculous mycobacterial lung disease in Korea
Source: Annual Congress 2008 - Aetiology of respiratory infections: mycobacteria and fungi
Year: 2008

Detecting undiagnosed COPD: Using routine primary care data to select and validate candidate variables for COPD risk prediction
Source: Annual Congress 2013 –Early diagnosis and effectiveness of disease management in primary care
Year: 2013


Alternate diagnosis in clinically diagnosed pulmonary tuberculosis patients treated at tertiary care hospital in a high TB burden country
Source: Virtual Congress 2020 – Tuberculosis and adverse events in different populations
Year: 2020


Identification and management of non tuberculous mycobacteria in extra pulmonary cases in clinical practice
Source: Annual Congress 2009 - Extrapulmonary tuberculosis and non-tuberculous-mycobacteria (NTM) infections
Year: 2009


Pulmonary diseases due to non-tuberculous mycobacteria in TB referral clinical center
Source: Annual Congress 2011 - Clinical challenges in tuberculosis
Year: 2011

Clinical outcome of multiple nontuberculous mycobacteria infection among people with bronchiectasis in Taiwan: a cohort study
Source: Virtual Congress 2020 – New investigations of bronchiectasis and non-tuberculous mycobacteria
Year: 2020


The non-tuberculous pulmonary disease experience in a general respiratory clinic in the UK
Source: Virtual Congress 2021 – Advances in diagnosis, treatment and clinical management of nontuberculous mycobacterial disease
Year: 2021


The cost of medical management of pulmonary nontuberculous mycobacterial disease in Ontario, Canada
Source: Eur Respir J 2011; 37: 1158-1165
Year: 2011



What is important for people with nontuberculous mycobacterial disease? An EMBARC-ELF patient survey
Source: ERJ Open Res, 7 (1) 00807-2020; 10.1183/23120541.00807-2020
Year: 2021



Treatment of nontuberculous mycobacterial pulmonary disease: an official ATS/ERS/ESCMID/IDSA clinical practice guideline
Source: Eur Respir J, 56 (1) 2000535; 10.1183/13993003.00535-2020
Year: 2020



Treatment of nontuberculous mycobacterial pulmonary disease: an official ATS/ERS/ESCMID/IDSA clinical practice guideline
Source: Guideline 2020
Year: 2020

Beyond pulmonary nontuberculous mycobacteria disease: do extra-pulmonary forms represent an emerging clinical and public health threat?
Source: ERJ Open Res, 3 (3) 00091-2017; 10.1183/23120541.00091-2017
Year: 2017



Prevalence, risk factors and prognosis of nontuberculous mycobacterial infection among people with bronchiectasis: a population survey
Source: Eur Respir J, 51 (5) 1702469; 10.1183/13993003.02469-2017
Year: 2018



Molecular epidemiological analysis of cases of pulmonary tuberculosis in patients with multiple admissions to TB hospital
Source: International Congress 2016 – Epidemiological aspects of tuberculosis and other respiratory conditions: from lung cancer to late-onset Pompe's disease
Year: 2016


How the tuberculosis infected immigrants in Greece react after the diagnosis of their disease by the primary health care system?
Source: Annual Congress 2010 - Tuberculosis in special populations
Year: 2010

Studying lung inflammatory biomarkers using non-invasive methods in patients with community acquired pneumonia (CAP)
Source: Eur Respir J 2002; 20: Suppl. 38, 443s
Year: 2002

Ocular manifestations in unselected group of sarcoid patients hospitalised in the national tuberculosis and lung diseases research institute
Source: Eur Respir J 2002; 20: Suppl. 38, 435s
Year: 2002

Preliminary validation of the NTM Module: a patient-reported outcome measure for patients with pulmonary nontuberculous mycobacterial disease
Source: Eur Respir J, 55 (1) 1901300; 10.1183/13993003.01300-2019
Year: 2020