Spatio-Temporal Classification of Lung Ventilation Patterns Using 3D EIT Images: A General Approach for Individualized Lung Function Evaluation.
Shuzhe ChenLi LiZhichao LinKe ZhangYing GongLu WangXu WuMaokun LiYuanlin SongFan YangShenheng XuPublished in: IEEE J. Biomed. Health Informatics (2024)
Keyphrases
- lung disease
- high resolution computed tomography
- spatio temporal
- computed tomography images
- image analysis
- image classification
- image database
- chest radiographs
- ground truth
- image data
- input image
- accurate segmentation
- decision trees
- computer aided diagnosis
- repetitive patterns
- classification accuracy
- lung cancer
- moving objects
- medical images
- test images
- lung nodules
- three dimensional
- image registration
- object recognition
- image sequences
- text classification
- ct images
- computed tomography
- ct scans
- image features
- spatio temporal data
- feature vectors
- image retrieval
- spatio temporal patterns
- training set
- support vector
- feature extraction
- lung parenchyma