COVID-19 detection from chest X-ray images using CLAHE-YCrCb, LBP, and machine learning algorithms.
Rukundo PrinceZhendong NiuZahid Younas KhanMasabo EmmanuelNiyishaka PatrickPublished in: BMC Bioinform. (2024)
Keyphrases
- machine learning algorithms
- x ray images
- x ray
- chest radiographs
- fracture detection
- benchmark data sets
- medical images
- learning algorithm
- machine learning
- machine learning methods
- decision trees
- predictive accuracy
- learning problems
- machine learning approaches
- random forests
- lung nodules
- single view
- clinical data sets
- computer aided surgery
- tomographic images
- medical imaging
- machine learning systems
- face recognition
- machine learning models
- learning tasks
- statistical machine learning
- multiscale
- intraoperative
- ct scans
- learning models
- standard machine learning algorithms
- image segmentation