File size: 1,724 Bytes
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"architecture": "efficientnet_b0.ra_in1k",
"input_windows": [
"brain",
"subdural",
"stored_range"
],
"context_slices": 1,
"image_size": 256,
"outputs": [
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"epidural",
"intraparenchymal",
"intraventricular",
"subarachnoid",
"subdural"
],
"threshold": 0.3292989730834961,
"threshold_source": "RSNA validation patients",
"target_sensitivity": 0.95,
"validation_metrics": {
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"scans": 1065,
"bleeds": 426,
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"fn": 21,
"fp": 34,
"tn": 605,
"recall": 0.9507,
"recall_ci": [
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0.9675
],
"specificity": 0.9468,
"specificity_ci": [
0.9266,
0.9617
],
"precision": 0.9226,
"npv": 0.9665,
"accuracy": 0.9484,
"balanced_accuracy": 0.9487,
"f1": 0.9364,
"mcc": 0.8932,
"auc": 0.9883,
"auc_ci": [
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],
"average_precision": 0.986
},
"review_threshold": 0.052187759429216385,
"review_sensitivity": 0.99,
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"scans": 1065,
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"tp": 422,
"fn": 4,
"fp": 147,
"tn": 492,
"recall": 0.9906,
"recall_ci": [
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],
"specificity": 0.77,
"specificity_ci": [
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],
"precision": 0.7417,
"npv": 0.9919,
"accuracy": 0.8582,
"balanced_accuracy": 0.8803,
"f1": 0.8482,
"mcc": 0.747,
"auc": 0.9883,
"auc_ci": [
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],
"average_precision": 0.986
},
"trained_at": "2026-11-08 22:59"
} |