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rad-dino-chexpert – AI Model by yaLLMan | AlphaNeural AI
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rad-dino-chexpert
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pytorch
rad_dino_classifier
medical
chest-xray
radiology
multi-label-classification
chexpert
custom_code
danjacobellis/chexpert
microsoft/rad-dino
finetune
apache-2.0
us
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Model card
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Rad-DINO × CheXpert
Author:
Kaan Yalman
Base model:
microsoft/rad-dino
Task:
Multi-label chest X-ray classification (14 pathologies)
Dataset:
CheXpert (223,414 train samples)
Best Val AUC:
0.7858
Label policy:
U-Ones (uncertain → positive)
Labels
No Finding
Enlarged Cardiomediastinum
Cardiomegaly
Lung Opacity
Lung Lesion
Edema
Consolidation
Pneumonia
Atelectasis
Pneumothorax
Pleural Effusion
Pleural Other
Fracture
Support Devices
Training Details
Optimizer: AdamW
Scheduler: CosineAnnealingLR
Loss: BCEWithLogitsLoss (pos_weight)
Precision: bfloat16 (mixed)
Hardware: H100
