Optimized algorithm for speed-of-sound-based infant sulfur hexafluoride multiple-breath washout measurements.

Florian Wyler Thuvarakha Manogaran Nathalie Monney Yasmin Salem Ruth Steinberg Anne-Christianne Kentgens Carvern Jacobs Shaakira Chaya Carla Rebeca Da Silva Sena Noëmi Künstle Olga Gorlanova Sophie Yammine Diane M Gray Urs Frey Marc-Alexander Oestreich Philipp Latzin

Published in: Pediatric pulmonology (2024)

This new algorithm represents a meaningful advance in obtaining results from a legacy system of lung function measurement by allowing a single method to analyze measurements from different age groups and centers.

Keyphrases

lung function
machine learning
cystic fibrosis
chronic obstructive pulmonary disease
air pollution
deep learning
neural network