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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
Files
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xet
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fundus-9model-benchmark
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analysis
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1 contributor
History:
4 commits
DoB24
Add numeric confusion matrix CSVs
40d17a5
verified
3 months ago
confusion_matrices
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking
3 months ago
confusion_matrices_csv
Add numeric confusion matrix CSVs
3 months ago
per_class
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking
3 months ago
reliability_diagrams
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking
3 months ago
roc_curves
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking
3 months ago
README.md
708 Bytes
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking
3 months ago
accuracy_ranking.png
69.9 kB
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking
3 months ago
ece_summary.json
365 Bytes
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking
3 months ago
per_class_metrics.csv
4.61 kB
Add per-class precision/recall/F1/support CSV
3 months ago
