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{ |
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"lang":"nl", |
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"name":"Echocardiogram_SpanCategorizer_aortic_stenosis", |
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"version":"1.0.0", |
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"description":"Package to classify spans for the presence and severity of aortic stenosis in Dutch echocardiogram reports.", |
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"author":"Bauke Arends", |
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"email":"b.k.o.arends-4@umcutrecht.nl", |
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"url":"", |
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"license":"cc-by-sa-4.0", |
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"spacy_version":">=3.7.4,<3.8.0", |
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"spacy_git_version":"bff8725f4", |
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"vectors":{ |
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"width":0, |
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"vectors":0, |
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"keys":0, |
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"name":null |
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}, |
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"labels":{ |
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"tok2vec":[ |
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|
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], |
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"spancat":[ |
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"aortic_valve_native_stenosis_not_present", |
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"aortic_valve_native_stenosis_mild", |
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"aortic_valve_native_stenosis_severe", |
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"aortic_valve_native_stenosis_moderate" |
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] |
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}, |
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"pipeline":[ |
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"tok2vec", |
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"spancat" |
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], |
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"components":[ |
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"tok2vec", |
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"spancat" |
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], |
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"disabled":[ |
|
|
|
], |
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"performance":{ |
|
"spans_sc_f":0.8233438486, |
|
"spans_sc_p":0.8642384106, |
|
"spans_sc_r":0.7861445783, |
|
"tok2vec_loss":0.7846799734, |
|
"spancat_loss":486.288989685 |
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}, |
|
"requirements":[ |
|
|
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] |
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} |