Diagnosis and Severity Assessment of COPD Using a Novel Fast-Response Capnometer and Interpretable Machine Learning-Reference-Cited by-同舟云学术

Diagnosis and Severity Assessment of COPD Using a Novel Fast-Response Capnometer and Interpretable Machine Learning

Published:2024-04-24 Issue:1 Volume:21 Page:
ISSN:1541-2555
Container-title:COPD: Journal of Chronic Obstructive Pulmonary Disease
language:en
Short-container-title:COPD: Journal of Chronic Obstructive Pulmonary Disease

Author:

Talker Leeran¹^ORCID,Dogan Cihan¹,Neville Daniel²,Lim Rui Hen¹^ORCID,Broomfield Henry¹^ORCID,Lambert Gabriel³^ORCID,Selim Ahmed¹,Brown Thomas²^ORCID,Wiffen Laura²^ORCID,Carter Julian⁴,Ashdown Helen F.⁵^ORCID,Hayward Gail⁵^ORCID,Vijaykumar Elango⁶,Weiss Scott T.⁷^ORCID,Chauhan Anoop²,Patel Ameera X.⁸^ORCID

Affiliation:

1. Department of Machine Learning, TidalSense, Cambridge, UK

2. Respiratory Department, Portsmouth Hospitals University NHS Foundation Trust, Portsmouth, UK

3. Department of Clinical Operations, TidalSense, Cambridge, UK

4. Department of Engineering, TidalSense, Cambridge, UK

5. Department of Primary Care Health Sciences, NIHR Community Healthcare MedTech and IVD Cooperative, University of Oxford, Oxford, UK

6. Department of Research, Modality GP Partnership, UK

7. Department of Medicine, Channing Division of Network Medicine, Harvard Medical School, Boston, MA, USA

8. Executive Department, TidalSense, Cambridge, UK

Funder

NIHR

Innovate UK

Pfizer OpenAir

National Institute for Health Research Invention for Innovation (NIHR i4i) Programme

SBRI Healthcare

Publisher

Informa UK Limited

Link

https://www.tandfonline.com/doi/pdf/10.1080/15412555.2024.2321379

Reference24 articles.

1. World Health Organisation. The top 10 causes of death 2020.

2. British Lung Foundation. Chronic obstructive pulmonary disease (COPD) statistics 2012.

3. The Projected Epidemic of COPD Hospitalizations Over the Next 15 Years: A Population Based Perspective

4. NHS UK. Chronic obstructive pulmonary disease (COPD) - treatment 2017.

5. Peter MA Calverley JA Anderson B et al. Salmeterol and fluticasone propionate and survival in chronic obstructive pulmonary disease 2007.

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