Ensemble methods for computed tomography scan images to improve lung cancer detection and classification.
Syeda Reeha QuasarRishika SharmaAayushi MittalMoolchand SharmaDeevyankar AgarwalIsabel de la Torre DíezPublished in: Multim. Tools Appl. (2024)
Keyphrases
- computed tomography
- ct images
- three dimensional
- ensemble methods
- ct scans
- cancer detection
- low dose
- image classification
- medical images
- motion artifacts
- medical imaging
- lung nodules
- decision trees
- machine learning methods
- image analysis
- image reconstruction
- image data
- region of interest
- pattern recognition
- benchmark datasets
- lymph nodes
- ct data
- pet ct
- machine learning
- image registration
- classification accuracy
- pet images
- prediction accuracy
- x ray
- feature extraction
- support vector
- lung cancer
- data sets
- magnetic resonance imaging
- support vector machine svm
- feature space
- training set
- face recognition
- feature selection
- remote sensing
- deformable models