Sökning: "Elsa Rådahl"

Hittade 2 uppsatser innehållade orden Elsa Rådahl.

1. 1. Creation of a Next-Generation Standardized Drug Groupingfor QT Prolonging Reactions using Machine Learning Techniques

   Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för systemteknik

   Författare :Jacob Tiensuu; Elsa Rådahl; [2021]
   Nyckelord :Pharmacovigilance; Adverse Drug Reactions; MedDRA; VigiBase; WHODrug Global; QT prolongation; Torsades de Pointes; Individual Case Safety Reports; Text Recognition; Standardised Drug Grouping; Multinomial Logistic Regression; BERT;

   Sammanfattning : This project aims to support pharmacovigilance, the science and activities relating to drug-safety and prevention of adverse drug reactions (ADRs). We focus on a specific ADR called QT prolongation, a serious reaction affecting the heartbeat. Our main goal is to group medicinal ingredients that might cause QT prolongation. LÄS MER

3. 2. Application and Further Development of TrueSkill™ Ranking in Sports

   Kandidat-uppsats, Uppsala universitet/Avdelningen för systemteknik

   Författare :Julia Ibstedt; Elsa Rådahl; Erik Turesson; Magdalena vande Voorde; [2019]
   Nyckelord :TrueSkill; ranking; machine learning; Gibbs sampling; message passing;

   Sammanfattning : The aim of this study was to explore the ranking model TrueSkill™ developed by Microsoft, applying it on various sports and constructing extensions to the model. Two different inference methods for TrueSkill was constructed using Gibbs sampling and message passing. LÄS MER