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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
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fundus-9model-benchmark
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5 commits
DoB24
Add pooled-protocol provenance scripts (regenerate summary, 9-model McNemar, per-class, ensemble from fold predictions)
63fc39b
verified
23 days ago
build_grouped_split.py
Safe
8.98 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
about 1 month ago
build_holdout_split.py
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4.19 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
about 1 month ago
ensemble_and_stats.py
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10.1 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
about 1 month ago
generate_all_gradcam.py
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8.92 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
about 1 month ago
generate_gradcam_v2.py
9.58 kB
gradcam v2: generator code
about 1 month ago
hparams.json
2.21 kB
Add academic polish: inference example, hparams, CITATION.cff, dataset figures, per-class CSVs
about 1 month ago
inference_example.py
3.33 kB
Add academic polish: inference example, hparams, CITATION.cff, dataset figures, per-class CSVs
about 1 month ago
launch_on_vm.sh
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2.02 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
about 1 month ago
launch_phase2b.sh
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Add 9-model fundus benchmark: weights + results + splits + code + README
about 1 month ago
launch_v2_v3.sh
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Add 9-model fundus benchmark: weights + results + splits + code + README
about 1 month ago
make_ensemble_pooled.py
4.36 kB
Add pooled-protocol provenance scripts (regenerate summary, 9-model McNemar, per-class, ensemble from fold predictions)
23 days ago
make_kfold_summary.py
4.47 kB
Add pooled-protocol provenance scripts (regenerate summary, 9-model McNemar, per-class, ensemble from fold predictions)
23 days ago
make_mcnemar9.py
3.57 kB
Add pooled-protocol provenance scripts (regenerate summary, 9-model McNemar, per-class, ensemble from fold predictions)
23 days ago
make_per_class_pooled_csv.py
3.72 kB
Add pooled-protocol provenance scripts (regenerate summary, 9-model McNemar, per-class, ensemble from fold predictions)
23 days ago
run_final_experiments.py
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19.8 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
about 1 month ago
run_foundation_models.py
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17.8 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
about 1 month ago
run_v2_experiments.py
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20.5 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
about 1 month ago