A novel multimodal framework for early diagnosis and classification of COPD based on CT scan images and multivariate pulmonary respiratory diseases.
Santosh KumarVijesh BhagatPrakash SahuMithilesh Kumar ChaubeAjoy Kumar BeheraMohsen GuizaniRaffaele GravinaMichele Di DioGiancarlo FortinoEdward CurrySaeed Hamood AlsamhiPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- ct scans
- early diagnosis
- skin lesion
- image classification
- region of interest
- rigid registration
- automated segmentation
- lymph nodes
- image analysis
- lung cancer
- image registration
- x ray
- pattern recognition
- computer tomography
- three dimensional
- computer aided
- registration process
- registration accuracy
- computer aided diagnosis
- decision trees
- feature space
- data preparation
- classification accuracy
- cancer diagnosis
- image data
- feature extraction
- segmentation algorithm
- computed tomography
- digital image processing
- feature selection
- automatic segmentation
- ct images
- extracted features
- disease diagnosis
- skin cancer