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08/16/2022
Novel Deep Learning Approach to Derive Cytokeratin Expression and Epithelium Segmentation from DAPI
Generative Adversarial Networks (GANs) are state of the art for image sy...
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06/28/2022
Stain Isolation-based Guidance for Improved Stain Translation
Unsupervised and unpaired domain translation using generative adversaria...
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07/10/2019
Domain Adaptation-based Augmentation for Weakly Supervised Nuclei Detection
The detection of nuclei is one of the most fundamental components of com...
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06/26/2019
DASGAN -- Joint Domain Adaptation and Segmentation for the Analysis of Epithelial Regions in Histopathology PD-L1 Images
The analysis of the tumor environment on digital histopathology slides i...
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06/28/2018
Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell Scoring on NSCLC Tissue Needle Biopsies
The level of PD-L1 expression in immunohistochemistry (IHC) assays is a ...
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06/14/2017