Registration-based lung mechanical analysis of chronic obstructive pulmonary disease (COPD) using a supervised machine learning framework.

Bodduluri, Sandeep

Registration-based lung mechanical analysis of chronic obstructive pulmonary disease (COPD) using a supervised machine learning framework. [electronic resource] - Academic radiology May 2013 - 527-36 p. digital

Publication Type: Comparative Study; Journal Article; Research Support, N.I.H., Extramural

1878-4046

10.1016/j.acra.2013.01.019 doi


Aged
Algorithms
Artificial Intelligence
Female
Humans
Lung--diagnostic imaging
Male
Pulmonary Disease, Chronic Obstructive--diagnostic imaging
Radiographic Image Interpretation, Computer-Assisted--methods
Reproducibility of Results
Respiratory Function Tests--methods
Respiratory Mechanics
Sensitivity and Specificity
Subtraction Technique
Tomography, X-Ray Computed--methods