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Hyperpolarized Ventilation MRI and Ensemble Machine Learning Predict Airflow Limitation Worsening in Ex-smokers

Author:Cathy Ong-Ly  Andrew Westcott  Inderdeep Dhaliwal  Aaron Fenster  Miranda Kirby  Grace Parraga  

Institution:Robarts Research Institute  Ryerson University  Western University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:14:45  

Session Name:Second Wind: Xenonphobic  

Program Number:1884  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 108