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

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

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 migh...

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Bibliographic Details
Main Authors: Tiensuu, Jacob, Rådahl, Elsa
Format: Others
Language:English
Published: Uppsala universitet, Avdelningen för systemteknik 2021
Subjects:
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
Other Engineering and Technologies
Annan teknik
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-447980

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-447980

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