Cellular Features Based Interpretable Network for Classifying Cell-Of-Origin from Whole Slide Images for Diffuse Large B-cell Lymphoma Patients.
Qiangqiang GuNazim ShaikhPing-chang LinSrinath JayachandranPrasanna PorwalXiao LiYao NiePublished in: ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Keyphrases
- image features
- microscopic images
- cell segmentation
- microscopy images
- test images
- original images
- fluorescence microscopy images
- microscope images
- phase contrast microscopy
- three dimensional
- cell nuclei
- image database
- image classification
- image analysis
- extracting features
- extracted features
- image data
- live cell imaging
- histopathological images
- image regions
- image set
- salient features
- input image
- image retrieval
- feature matching
- feature extraction
- molecular interactions
- spatial information
- cellular systems
- object recognition
- image registration
- keypoints
- cancer cells
- blood cells
- feature selection
- feature vectors
- low level
- low contrast
- segmentation method
- feature points
- cellular processes
- living cells
- image matching
- feature set