Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning.
Xilin YangBijie BaiYijie ZhangMusa AydinSahan Yoruc SelcukZhen GuoGregory A. FishbeinKarine AtlanWilliam Dean WallaceNir PillarAydogan OzcanPublished in: CoRR (2024)
Keyphrases
- cell nuclei
- deep learning
- low voltage
- automated analysis
- post mortem
- automated detection
- low contrast
- unsupervised learning
- microscopy images
- machine learning
- image analysis
- unsupervised feature learning
- image processing
- cancer diagnosis
- tissue characterization
- high resolution
- imaging systems
- mental models
- medical imaging
- weakly supervised
- nonrigid registration
- confocal images
- low cost
- active learning