Essays about: "terminology extraction"

Showing result 1 - 5 of 7 essays containing the words terminology extraction.

  1. 1. Towards terminology-based keyword extraction

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Cornelius Krassow; [2022]
    Keywords : NLP; BERT; keywords; keyword extraction; Electronic Medical Records; Swedish; patient journals;

    Abstract : The digitization of information has provided an overflow of data in many areas of society, including the clinical sector. However, confidentiality issues concerning the privacy of both clinicians and patients have hampered research into how to best deal with this kind of "clinical" data. READ MORE

  3. 2. 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

  4. 3. Extracting Adverse Drug Reactions from Product Labels using Deep Learning and Natural Language Processing

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Shachi Bista; [2020]
    Keywords : ;

    Abstract : Pharamacovigilance relates to activities involving drug safety monitoring in the post-marketing phase of the drug development life-cycle. Despite rigorous trials and experiments that drugs undergo before they are available in the market, they can still cause previously unobserved side-effects (also known as adverse events) due to drug–drug interaction, genetic, physiological or demographic reasons. READ MORE

  5. 4. Evaluating User Engagement and Usability in an IT Sustainability Impact Assessment Tool : A Qualitative Study with IT Procurement Officers

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : David Nylander; [2020]
    Keywords : UX; User Centered Design; Usability; User engagement; Sustainability; Qualitative study; IT Procurement; IT Procurement Officers; IT Procurement Assessment Tool;

    Abstract : As electronic waste and unsustainable Information- and communication product consumption is a growing global problem, more effective tools are required for people and businesses to measure and improve their social and environmental impacts. The Agenda 2030 plan for sustainable development addresses this issue and calls for proper and safer treatment of material extraction, recycling and disposal. READ MORE

  6. 5. Definition Extraction From Swedish Technical Documentation : Bridging the gap between industry and academy approaches

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Benjamin Helmersson; [2016]
    Keywords : definition extraction; machine learning; pattern matching; naive bayes; regular expressions; rev; classifier; terminology; comparison; definitionsextraktion; maskininlärning; mönstermatchning; reguljära uttryck; rev; klassificerare; terminologi; jämförelse;

    Abstract : Terminology is concerned with the creation and maintenance of concept systems, terms and definitions. Automatic term and definition extraction is used to simplify this otherwise manual and sometimes tedious process. READ MORE