Sökning: "Uppsala Monitoring Centre"

Visar resultat 1 - 5 av 15 uppsatser innehållade orden Uppsala Monitoring Centre.

  1. 1. Utilizing Transformers with Domain-Specific Pretraining and Active Learning to Enable Mining of Product Labels

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

    Författare :Erik Norén; [2023]
    Nyckelord :Machine Learning; Natural Language Processing; NLP; BERT; Active Learning; AL; Pharmacovigilance; UMC; Uppsala Monitoring Centre; Structured Product Label; SPL; Transformers; Domain-Specific Pretraining; NER; Named Entity Recognition; Adverse Drug Reaction; ADR;

    Sammanfattning : Structured Product Labels (SPLs), the package inserts that accompany drugs governed by the Food and Drugs Administration (FDA), hold information about Adverse Drug Reactions (ADRs) that exists associated with drugs post-market. This information is valuable for actors working in the field of pharmacovigilance aiming to improve the safety of drugs. LÄS MER

  3. 2. Quantifying household food waste : a comparison between methods

    Master-uppsats, SLU/Department of Molecular Sciences

    Författare :Sophie Jakobsson; Amanda Sjölund; [2023]
    Nyckelord :Smart bins; questionnaire; waste composition analysis; sustainable food systems;

    Sammanfattning : Having significant impacts on the environment, societies, and economies all over the world, the global food system is linked to many challenges related to sustainable development. Food waste constitutes one problem area within the food system where approximately one-third of all food produced gets lost or wasted along the supply chain. LÄS MER

  4. 3. Free-text Informed Duplicate Detection of COVID-19 Vaccine Adverse Event Reports

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

    Författare :Erik Turesson; [2022]
    Nyckelord :Duplicate detection; Deduplication; Record linkage; Adverse Event Reports; COVID-19 Vaccines; Uppsala Monitoring Centre; VigiBase; Machine Learning; Gradient Boosted Decision Trees; BERT; Natural Language Processing; Pharmacovigilance; Individual Case Safety Reports;

    Sammanfattning : To increase medicine safety, researchers use adverse event reports to assess causal relationships between drugs and suspected adverse reactions. VigiBase, the world's largest database of such reports, collects data from numerous sources, introducing the risk of several records referring to the same case. LÄS MER

  5. 4. Förändra för individen idag för att förbättra för gruppen i morgon : En idéanalys av Europadomstolens resonemang om diskriminering enligt artikel 14 av romers mänskliga rättigheter under EKMR

    Master-uppsats, Uppsala universitet/Teologiska institutionen

    Författare :Emelie Strandberg; [2022]
    Nyckelord :Human rights; private rights; universal human rights; discrimination; civil society; strategic litigation; European Charter on Human Rights; European Court of Justice; Mänskliga rättigheter; partikularism; universalism; diskriminering; civilsamhället; strategisk processföring; Europakonventionen om de mänskliga rättigheterna; Europadomstolen;

    Sammanfattning : Human rights are presumed to be universal given the universal declaration on human rights by the United Nations in 1948. Half a century has passed, and private human rights such as group rights are discriminated against worldwide. LÄS MER

  7. 5. PREDICTION OF DRUG INDICATION LIST BY MACHINE LEARNING

    Master-uppsats, Uppsala universitet/Statistiska institutionen

    Författare :Bolin Wu; [2021]
    Nyckelord :;

    Sammanfattning : The motivation of this thesis originates from the cooperation with Uppsala Monitoring Centre, a WHO collaborating centre for international drug monitoring. The research question is how to give a good summary of the drug indication list. LÄS MER