Essays about: "Jacob Tiensuu"

Found 2 essays containing the words Jacob Tiensuu.

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

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Jacob Tiensuu; Elsa Rådahl; [2021]
    Keywords : 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;

    Abstract : 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. READ MORE

  3. 2. Detecting exoplanets with machine learning : A comparative study between convolutional neural networks and support vector machines

    University essay from Uppsala universitet/Institutionen för teknikvetenskaper

    Author : Jacob Tiensuu; Maja Linderholm; Sofia Dreborg; Fredrik Örn; [2019]
    Keywords : Machine learning; Exoplanet; Support vector machine; Convolution neuralnetwork;

    Abstract : In this project two machine learning methods, Support Vector Machine, SVM, and Convolutional Neural Network, CNN, are studied to determine which method performs best on a labeled data set containing time series of light intensity from extrasolar stars. The main difficulty is that in the data set there are a lot more non exoplanet stars than there are stars with orbiting exoplanets. READ MORE