Deep-learning algorithm helps to standardise ATS/ERS spirometric acceptability and usability criteria

N Das, K Verstraete, S Stanojevic… - European …, 2020 - Eur Respiratory Soc
Rationale While American Thoracic Society (ATS)/European Respiratory Society (ERS)
quality control criteria for spirometry include several quantitative limits, it also requires …

Deep learning for spirometry quality assurance with spirometric indices and curves

Y Wang, Y Li, W Chen, C Zhang, L Liang, R Huang… - Respiratory …, 2022 - Springer
Background Spirometry quality assurance is a challenging task across levels of healthcare
tiers, especially in primary care. Deep learning may serve as a support tool for enhancing …

Artificial intelligence based software facilitates spirometry quality control in asthma and COPD clinical trials

E Topole, S Biondaro, I Montagna, S Corre… - ERJ Open …, 2023 - Eur Respiratory Soc
Rationale Acquiring high-quality spirometry data in clinical trials is important, particularly
when using forced expiratory volume in 1 s or forced vital capacity as primary end-points. In …

Algorithm for automatic forced spirometry quality assessment: technological developments

U Melia, F Burgos, M Vallverdú, F Velickovski… - PloS one, 2014 - journals.plos.org
We hypothesized that the implementation of automatic real-time assessment of quality of
forced spirometry (FS) may significantly enhance the potential for extensive deployment of a …

An automated deep learning pipeline for detecting user errors in spirometry test

S Bonthada, SP Perumal, PP Naik… - … Signal Processing and …, 2024 - Elsevier
Spirometer is used as a major diagnostic tool for obstructive airway diseases and a
monitoring tool for therapy response and disease staging over time. It is a sophisticated …

Automated spirometry quality assurance: supervised learning from multiple experts

F Velickovski, L Ceccaroni, R Marti… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
Forced spirometry testing is gradually becoming available across different healthcare tiers
including primary care. It has been demonstrated in earlier work that commercially available …

Standardization of spirometry 2019 update. An official American thoracic society and European respiratory society technical statement

BL Graham, I Steenbruggen, MR Miller… - American journal of …, 2019 - atsjournals.org
Background: Spirometry is the most common pulmonary function test. It is widely used in the
assessment of lung function to provide objective information used in the diagnosis of lung …

Spirometric standards and patient characteristics: an exploratory study of factors affecting fulfillment in routine clinical practice

J Giner, V Plaza, J Rigau, J Solà, I Bolíbar… - Respiratory …, 2014 - rc.rcjournal.com
BACKGROUND: Spirometry is an apparently simple test, yet the recommended criteria for
acceptability and reproducibility can be difficult to fulfill. This study aimed (1) to prospectively …

Improving spirometry testing by understanding patient preferences

B Johnson, I Steenbruggen, BL Graham… - ERJ Open …, 2021 - Eur Respiratory Soc
The American Thoracic Society and European Respiratory Society commissioned a task
force to update the technical standards for spirometry testing with the aim of increasing the …

Design and development of smartphone-enabled spirometer with a disease classification system using convolutional neural network

S Trivedy, M Goyal, PR Mohapatra… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Spirometry is one of the most basic of pulmonary function tests, and the measurements of
this test, such as forced vital capacity, forced expiratory volume in the first second, and peak …