Model: ncats/EpiExtract4GARD-v2
Author: ncats
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, bert, token-classification, ncats, en, dataset:ncats/EpiSet4NER, license:other, model-index, endpoints_compatible, deploy:azure, region:us
Card metadata: language: en
widget: text: 27 patients have been diagnosed with PKU in Iceland since 1947. Incidence 1972-2008 is 1/8400 living births.
example_title: Named Entity Recognition Ex. 1, text: A retrospective epidemiological study of MPSs in Estonia was undertaken, and live-birth prevalence of MPS patients born between 1985 and 2006 was estimated. The live-birth prevalence for all MPS subtypes was found to be 4.05 per 100,000 live births, which is consistent with most other European studies. MPS II had the highest calculated incidence, with 2.16 per 100,000 live births (4.2 per 100,000 male live births)
example_title: Named Entity Recognition Ex. 2, text: A retrospective study conducted between January 2015 and December 2020 revealed a total of 304,086 newborns have been screened in Kuwait. Six newborns were diagnosed with classic homocystinuria with an incidence of 1:50,000, which is not as high as in Qatar but higher than the global incidence.
example_title: Named Entity Recognition Ex. 3
tags: token-classification, ncats
model-index: name: EpiExtract4GARD-v2
results: task: name: NER
type: token-classification
metrics: name: Token-Level Precision
type: precision
verified: no, name: Token-Level Recall
type: recall
verified: no, name: Token-Level F1 Score
type: f_score
verified: no, name: Token-Level Precision
type: precision
verified: no, name: Token-Level Recall
type: recall
verified: no, name: Token-Level F1 Score
type: f_score
verified: no
datasets: ncats/EpiSet4NER
license: other
Likes: 0 | All-time downloads: 5642
Created: 2022-03-02 23:29:05