QUANTITATIVE LUNG IMAGING
►Assessment of lung in smoking related diseases
►Characterization of anatomic structure and linking to functional behavior
►Population studies, clustering, phenotyping
►Measurement of mucocilliary clearance in CF
►Detection and characterization of cancer
NOVEL IMAGING METHODS
►Dual energy CT
►Micro-CT
►PET-CT
►MRI (3T, 7T)
►Hyperpolarized 129-Xe MRI
►Fluorine MRI
►Small animal imaging (Micro-CT, MR (7T), PET, SPECT, Ultrasound, OCT)
►MR linac
IMAGE ANALYSIS, IMAGING PROCESSING, AND BIG DATA PROCESSING
►Segmentation
►Registration
►Disease detection and staging
►Clustering
►Deep learning
►Robust pipelines for large-scale clinical trials
COMPUTATIONAL MODELING
►Computational fluid dynamics
►Tissue biomechanics
►Structure-function relationships
►High-frequency and multi-frequency ventilation
►Aerosol deposition and drug delivery
►Radiation therapy planning and treatment monitoring