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06/23/2023
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology
We present DiffInfinite, a hierarchical diffusion model that generates a...
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02/03/2023
Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H E-stained slides
In this paper, we present a deep learning segmentation approach to class...
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12/10/2021
On the identification of the riskiest directional components from multivariate heavy-tailed data
In univariate data, there exist standard procedures for identifying domi...
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08/15/2019
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods
Deep learning has recently gained popularity in digital pathology due to...
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08/13/2018
iNNvestigate neural networks!
In recent years, deep neural networks have revolutionized many applicati...
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05/28/2018