A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging.
Debesh JhaSharib AliSteven Alexander HicksVajira ThambawitaHanna BorgliPia H. SmedsrudThomas de LangeKonstantin PogorelovXiaowei WangPhilipp HarzigMinh-Triet TranWenhua MengTrung-Hieu HoangDanielle DiasTobey H. KoTaruna AgrawalOlga OstroukhovaZeshan KhanMuhammad Atif TahirYang LiuYuan ChangMathias KirkerødDag JohansenMathias LuxHåvard D. JohansenMichael A. RieglerPål HalvorsenPublished in: Medical Image Anal. (2021)
Keyphrases
- comprehensive analysis
- preprocessing
- classification method
- machine learning methods
- benchmark datasets
- cross validation
- clinical applications
- feature selection
- pattern recognition
- image analysis
- multiclass classification
- multi class
- decision trees
- benchmark data sets
- machine learning
- robust classification
- density estimation
- neural network
- pattern classification
- classification algorithm
- support vector machine svm
- support vector machine
- significant improvement
- support vector
- feature extraction