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08/25/2023
Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon
With the advent of digital scanners and deep learning, diagnostic operat...
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07/06/2023
To pretrain or not to pretrain? A case study of domain-specific pretraining for semantic segmentation in histopathology
Annotating medical imaging datasets is costly, so fine-tuning (or transf...
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07/06/2023
ADASSM: Adversarial Data Augmentation in Statistical Shape Models From Images
Statistical shape models (SSM) have been well-established as an excellen...
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05/09/2023
Unsupervised Domain Adaptation for Semantic Segmentation via Feature-space Density Matching
Semantic segmentation is a critical step in automated image interpretati...
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11/07/2019
Characterizing behavioral trends in a community driven discussion platform
This article presents a systematic analysis of the patterns of behavior ...
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09/19/2018