Cell Selection-based Data Reduction Pipeline for Whole Slide Image Analysis of Acute Myeloid Leukemia.
Jacqueline KockwelpSebastian ThielePascal KockwelpJannis BartschChristoph SchliemannLinus AngenendtBenjamin RissePublished in: CVPR Workshops (2022)
Keyphrases
- data reduction
- acute myeloid
- image analysis
- instance selection
- data compression
- classification rules
- data analysis
- classification accuracy
- data mining
- computer vision
- feature selection
- knowledge discovery
- pattern recognition
- model selection
- representative subset
- preprocessing
- high dimensionality
- rough set theory
- dimensionality reduction
- singular value decomposition
- data quality
- image segmentation
- phase contrast microscopy
- databases
- clustering algorithm
- image processing
- machine learning