An ensemble method for nuclei detection of overlapping cervical cells.
Débora Nasser DinizRafael Ferreira VitorAndrea Gomes Campos BianchiSaul E. DelabridaCláudia M. CarneiroDaniela Mayumi UshizimaFátima Nelsizeuma Sombra de MedeirosMarcone Jamilson Freitas SouzaPublished in: Expert Syst. Appl. (2021)
Keyphrases
- ensemble methods
- microscopy images
- prediction accuracy
- benchmark datasets
- random forest
- random forests
- machine learning methods
- decision trees
- cell nuclei
- ensemble learning
- rotation forest
- confocal images
- base classifiers
- multilabel classification
- object detection
- white blood cells
- generalization ability
- automated detection
- base learners
- ensemble classifier
- genetic programming
- neural network
- live cell imaging
- drifting concepts
- data mining