fetal
Datasets
All datasets matching “fetal”Fetal_Head_Ultrasoundfetal-planes-classification-dataset-main
Fetal_Planes_DB
Burgos-Artizzu, X.P., Coronado-Gutiérrez, D., Valenzuela-Alcaraz, B. et al. Evaluation of deep convolutional neural networks for automatic classification of common maternal fetal ultrasound planes. Sci Rep 10, 10200 (2020). https://doi.org/10.1038/s41598-020-67076-5
Data Description
A large dataset of routinely acquired maternal-fetal screening ultrasound images collected from two different hospitals by several operators and ultrasound machines.… See the full description on the dataset page: https://huggingface.co/datasets/Marc-HealthAI/fetal-planes-classification-dataset-main.fetal-planes-classification-dataset-zenodofetal-planes-classification-dataset-zenodo
Fetal_Planes_DB
Burgos-Artizzu, X.P., Coronado-Gutiérrez, D., Valenzuela-Alcaraz, B. et al. Evaluation of deep convolutional neural networks for automatic classification of common maternal fetal ultrasound planes. Sci Rep 10, 10200 (2020). https://doi.org/10.1038/s41598-020-67076-5
Data Description
A large dataset of routinely acquired maternal-fetal screening ultrasound images collected from two different hospitals by several operators and ultrasound machines.… See the full description on the dataset page: https://huggingface.co/datasets/ERO26/fetal-planes-classification-dataset-zenodo.fetal-plane-leakage-audit
Patient-Level Leakage in Fetal Ultrasound Plane Classification Benchmarks
48 / 48 runs complete across 5 workers (last updated 2026-09-22 19:43 UTC).
worker_id
runs completed
0
10
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10
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10
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Leakage audit (pre-training)
regime
test_images
pct_test_patients_seen
pct_test_images_from_seen_patients
straddling_dup_pairs
pct_test_images_with_train_near_dup
official
5271
0
0
4861
9.28
image_random
2480
85.98
93.71
4039.67… See the full description on the dataset page: https://huggingface.co/datasets/AliMusaRizvi/fetal-plane-leakage-audit.FetalVision-Fetal-Planes
FetalVision Patient-Safe Fetal Planes
Quick links
Trained models and ensemble
Training source code
Private working copy of FETAL_PLANES_DB prepared for the FetalVision project. Exact duplicates and conflicting byte-identical labels were removed, then patients were assigned exclusively to train, validation or test to prevent leakage.
Splits
Split
Images
Patients
train
8,290
1,254
validation
1,783
269
test
1,843
269
Total: 11,916… See the full description on the dataset page: https://huggingface.co/datasets/Tiendat88/FetalVision-Fetal-Planes.