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For digital pathology applications, color augmentation in hematoxylin & eosin space has been shown to be a useful tool (https://arxiv.org/abs/1902.06543).
Essentially, the transform disentangles a…
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Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
http://arxiv.org/abs/1608.03981
With residual connection, we can train very deep, deeper convolution network. The paper …
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I have a bright calibrator in the field which should be subtracted properly with direction-dependent gain. The calibrator in the selfcal images looks fine, but not ok in the facet image. As I would ex…
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## Generative Adversarial Networks(生成对抗网络)
- They are ML model that can image new things.
### Application(应用)
- GAN可以用于生成逼真的数据
- 例如说STACKGAN Model,它可以接收文本形式的描述,然后根据那个描述来生成相应的图片(这些图片都是被新创造出来的,不是从…
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Afternoon, thanks very much for providing CARD to the community, its been very helpful.
I had one question regarding the imputation process as I am seeing some strange behaviors for a couple of gen…
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Hello,
Please, I am trying to annotate my cells using the GSEA function with I list I generated myself as seen below, but it is throwing errors:
Error in gset[[celltype]]$character :
$ operator i…
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I want to push a new branch of course with changes to the master branch.
I'll call "gammadiff".
"gammadif" will make changes to almost the whole or part of the RT process.
To avoid doing stupid thin…
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Hello, I'm currently using BayesPrism for deconvolution and I have a question.
I'm working with single-cell sequencing data, which includes an equal amount of tumor cells and normal (non-tumor) cel…
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If you try to import images from this [zenodo](https://zenodo.org/records/4248921), the images are read as RGB images but they should be read as fluorescence images with 3 channels.
I also had thi…
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Attempting to transfer objects/detections (one annotation covering the whole tissue containing nuclear detections) between warpy registered objects in QuPath results in an auto-killed script with the …