Low levels of fine particulate matter increase vascular damage and reduce pulmonary function in young healthy adults.

Lauren H WyattRobert B DevlinAna G RappoldMartin W CaseDavid Diaz-Sanchez

Published in: Particle and fibre toxicology (2020)

clinicaltrials.gov ; Identifier: NCT03232086 . The study was registered retrospectively on July 25, 2017, prior to final data collection on October 25, 2017 and data analysis.

Keyphrases

data analysis
particulate matter
air pollution
oxidative stress
electronic health record
machine learning
deep learning