research
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06/07/2023
Improved statistical benchmarking of digital pathology models using pairwise frames evaluation
Nested pairwise frames is a method for relative benchmarking of cell or ...
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06/07/2023
ContriMix: Unsupervised disentanglement of content and attribute for domain generalization in microscopy image analysis
Domain generalization is critical for real-world applications of machine...
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05/03/2023
Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology
Machine learning algorithms have the potential to improve patient outcom...
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03/23/2023
SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology
Multiple Instance learning (MIL) models have been extensively used in pa...
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04/26/2022