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DoB24
/
fundus-9model-benchmark
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0
Image Classification
PyTorch
DoB24/fundus-10class-augmented
medical-imaging
ophthalmology
fundus
retinal-disease
benchmark
ensemble
cross-validation
arxiv:
2304.07193
arxiv:
2103.14030
License:
apache-2.0
Model card
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fundus-9model-benchmark
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kfold
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cnn_clip
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History:
21 commits
DoB24
Pooled five-fold consistency: foundation models pooled like CNN/CLIP; 9-model McNemar (36 pairs); per-class pooled; pooled ensemble report
767b053
verified
2 months ago
clip_openai_kfold.json
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46.9 kB
kfold v2: clip_openai_kfold.json
3 months ago
clip_openai_test.json
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403 Bytes
kfold v2: clip_openai_test.json
3 months ago
clip_openai_test_preds.json
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753 kB
kfold v2: clip_openai_test_preds.json
3 months ago
densenet121_kfold.json
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44.7 kB
kfold v2: densenet121_kfold.json
3 months ago
densenet121_test.json
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403 Bytes
kfold v2: densenet121_test.json
3 months ago
densenet121_test_preds.json
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740 kB
kfold v2: densenet121_test_preds.json
3 months ago
inception_v3_kfold.json
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45.6 kB
kfold v2: inception_v3_kfold.json
3 months ago
inception_v3_test.json
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401 Bytes
kfold v2: inception_v3_test.json
3 months ago
inception_v3_test_preds.json
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741 kB
kfold v2: inception_v3_test_preds.json
3 months ago
mcnemar.json
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3.17 kB
Pooled five-fold consistency: foundation models pooled like CNN/CLIP; 9-model McNemar (36 pairs); per-class pooled; pooled ensemble report
2 months ago
resnet101_kfold.json
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kfold v2: resnet101_kfold.json
3 months ago
resnet101_test.json
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kfold v2: resnet101_test.json
3 months ago
resnet101_test_preds.json
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kfold v2: resnet101_test_preds.json
3 months ago
resnet50_kfold.json
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kfold v2: resnet50_kfold.json
3 months ago
resnet50_test.json
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kfold v2: resnet50_test.json
3 months ago
resnet50_test_preds.json
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kfold v2: resnet50_test_preds.json
3 months ago
summary.json
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2.72 kB
kfold v2: summary.json
3 months ago
vgg19_kfold.json
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kfold v2: vgg19_kfold.json
3 months ago
vgg19_test.json
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402 Bytes
kfold v2: vgg19_test.json
3 months ago
vgg19_test_preds.json
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756 kB
kfold v2: vgg19_test_preds.json
3 months ago