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# どんなもの？
眼底写真を用いた糖尿病性網膜症の診断を、deep learningアルゴリズムで自動化。2種類のデータセットでの実験を通じて、高精度で検知できると分かった。
## 論文リンク
https://jamanetwork.com/journals/jama/fullarticle/2588763
## 著者/所属機関
Varun Gulshan et al.
#…
upura updated
6 years ago
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https://doi.org/10.1101/081364
> We show that deep convolutional neural networks combined with non-linear dimension reduction enable reconstructing biological processes based on raw image data. We …
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您好，提出的算法在EyePACS数据上测试的时候，由于没有正确答案，是不是提交kaggle，分数由kaggle给出的啊？
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https://www.kaggle.com/c/human-protein-atlas-image-classification
The challenge deals with assigning imaged protein samples to different subcellular locations (28 of them).
The dataset looks nice …
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Description: Create a new repo for ML model code
Tasks
[X ] - Create a new GitHub repository for the model.
[X ] - Create README
[X ] - Link ML repo in our current repo README
[X] - Set up a Python…
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We received a request to change some pages on the NHS website about eye problems (eg. diabetic retinopathy, cataract, glaucoma). These pages say that it is the optician who checks the eyes of the pati…
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I am trying to apply SparseConvNet to ModelNet40 dataset (http://modelnet.cs.princeton.edu/ModelNet40.zip).
It seems that there is some memory leakage. After about 60 epochs the memory consumptino gr…
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We need a revamp of the data structure to support a variety of things:
If we are doing ICD10->ICD9 conversion, or the other way around, what is the data structure. Like a hash table, where icd10 code…