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Automatic classification of IgA endomysial antibody test for celiac disease: a new method deploying machine learning

Widespread use of endomysial autoantibody (EmA) test in diagnostics of celiac disease is limited due to its subjectivity and its requirement of an expert evaluator. The study aimed to determine whether machine learning can be applied to create a new observer-independent method of automatic assessmen...

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Bibliografiska uppgifter
I publikationen:Sci Rep
Huvudupphovsmän: Caetano dos Santos, Florentino Luciano, Michalek, Irmina Maria, Laurila, Kaija, Kaukinen, Katri, Hyttinen, Jari, Lindfors, Katri
Materialtyp: Artigo
Språk:Inglês
Publicerad: Nature Publishing Group UK 2019
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC6592927/
https://ncbi.nlm.nih.gov/pubmed/31239486
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-45679-x
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