Domain Adaptation-Based Deep Learning for Automated Tumor Cell (TC) Scoring and Survival Analysis on PD-L1 Stained Tissue Images.
Ansh KapilArmin MeierKeith SteeleMarlon RebelattoKatharina NekollaAlexander HaraganAbraham SilvaAleksandra ZurawCraig BarkerMarietta L. ScottTobias WiestlerSimon LanzmichGünter SchmidtNicolas BrieuPublished in: IEEE Trans. Medical Imaging (2021)
Keyphrases
- cell nuclei
- domain adaptation
- deep learning
- tissue samples
- three dimensional
- microscopy images
- survival analysis
- object recognition
- breast cancer
- input image
- unsupervised learning
- medical images
- image features
- cross domain
- semi supervised
- neural network
- regression model
- microarray
- multiple sources
- domain specific
- knowledge discovery
- decision trees
- real world