Machine learning for lung image analysis: towards the automatic quantification of airway diseases
The thesis was published by
Garcia-Uceda Juarez, Antonio,
in October 2022,
Erasmus University Rotterdam.
Abstract:
In this thesis, we developed automatic image processing methods to segment the bronchial tree from chest CT scans and subsequently extracted airway measurements. Moreover, we applied these automated measurements as quantitative biomarkers to analyze CT scans for various lung diseases.