Sökning: "Omar Emilio Contreras Zaragoza"

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  1. 1. Explainable Antibiotics Prescriptions in NLP with Transformer Models

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Omar Emilio Contreras Zaragoza; [2021]
    Nyckelord :Transformer models; NLP; Explainable AI; Medical domain; Antibiotics prescription; SHAP; Integrated Gradients; Transformatormodeller; NLP; förklarbar AI; medicinsk domän; antibiotikarecept; SHAP; Integrated Gradients;

    Sammanfattning : The overprescription of antibiotics has resulted in bacteria resistance, which is considered a global threat to global health. Deciding if antibiotics should be prescribed or not from individual visits of patients’ medical records in Swedish can be considered a text classification task, one of the applications of Natural Language Processing (NLP). LÄS MER