Concept
Airway obstruction
Related publications (11)
Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset
Accurate segmentation of pulmonary airways and vessels is crucial for the diagnosis and treatment of pulmonary diseases. However, current deep learning approaches suffer from disconnectivity issues that hinder their clinical usefulness. To address this cha ...
Cham2023Deep learning parametric response mapping from inspiratory chest CT scans: a new approach for small airway disease screening
Jiancheng Yang, Zhiye Wang, Jun Lu, Zhigang Li, Lin Qi, Ming Li, Bo Du, Yuxuan Sun, Ziyi Liu
Objectives Parametric response mapping (PRM) enables the evaluation of small airway disease (SAD) at the voxel level, but requires both inspiratory and expiratory chest CT scans. We hypothesize that deep learning PRM from inspiratory chest CT scans can eff ...
London2023A Machine-Generated View of the Role of Blood Glucose Levels in the Severity of COVID-19
Henry Markram, Daniel Keller, Jay Coggan, Cyrille Pierre Henri Favreau, Mohameth François Sy, Emmanuelle Logette, Samuel Claude Kerrien, Enrico Scantamburlo, Francesco Casalegno, Anna-Kristin Kaufmann, Pierre-Alexandre Fonta
SARS-CoV-2 started spreading toward the end of 2019 causing COVID-19, a disease that reached pandemic proportions among the human population within months. The reasons for the spectrum of differences in the severity of the disease across the population, an ...
FRONTIERS MEDIA SA2021