Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithms.
Aleksandra FraczekGabriela KarwowskaMateusz MilerJoanna LisAnna JezierskaMagdalena Mazur-MileckaPublished in: HSI (2022)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning
- medical images
- learning algorithm
- machine learning methods
- learning problems
- segmentation procedure
- predictive accuracy
- decision trees
- learning tasks
- random forests
- machine learning models
- learning models
- image segmentation
- machine learning systems
- segmentation algorithm
- level set
- object detection
- machine learning approaches
- input features
- segmentation method
- abnormality detection
- background subtraction
- data sets
- transfer learning
- loss function
- multi class
- statistical machine learning
- standard machine learning algorithms