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Echocardiogram-SpanCategorizer-aortic-stenosis

Token Classification
spaCy
Dutch
medical
Eval Results
Model card Files Community
Echocardiogram-SpanCategorizer-aortic-stenosis
File size: 1,210 Bytes 
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{
    "lang": "nl",
    "name": "Echocardiogram_SpanCategorizer_aortic_stenosis",
    "version": "1.0.0",
    "spacy_version": ">=3.7.4,<3.8.0",
    "description": "Package to classify spans for the presence and severity of aortic stenosis in Dutch echocardiogram reports.",
    "author": "Bauke Arends",
    "email": "b.k.o.arends-4@umcutrecht.nl",
    "url": "",
    "license": "cc-by-sa-4.0",
    "spacy_git_version": "bff8725f4",
    "vectors": {
        "width": 0,
        "vectors": 0,
        "keys": 0,
        "name": null,
        "mode": "default"
    },
    "labels": {
        "tok2vec": [],
        "spancat": [
            "aortic_valve_native_stenosis_not_present",
            "aortic_valve_native_stenosis_mild",
            "aortic_valve_native_stenosis_severe",
            "aortic_valve_native_stenosis_moderate"
        ]
    },
    "pipeline": [
        "tok2vec",
        "spancat"
    ],
    "components": [
        "tok2vec",
        "spancat"
    ],
    "disabled": [],
    "performance": {
        "spans_sc_f": 0.8233438486,
        "spans_sc_p": 0.8642384106,
        "spans_sc_r": 0.7861445783,
        "tok2vec_loss": 0.7846799734,
        "spancat_loss": 486.288989685
    }
}