Sökning: "visualization of healthcare data"

Visar resultat 1 - 5 av 13 uppsatser innehållade orden visualization of healthcare data.

  1. 1. MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels in Stacking Ensemble Learning

    Kandidat-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Författare :Ilya Ploshchik; [2023]
    Nyckelord :Visualization; interaction; metamodels; validation metrics; predicted probabilities; stacking; stacked generalization; ensemble learning; machine learning;

    Sammanfattning : Stacking, also known as stacked generalization, is a method of ensemble learning where multiple base models are trained on the same dataset, and their predictions are used as input for one or more metamodels in an extra layer. This technique can lead to improved performance compared to single layer ensembles, but often requires a time-consuming trial-and-error process. LÄS MER

  3. 2. Designing a Digital Twin to Improve Adherence and Care

    Uppsats för yrkesexamina på avancerad nivå, Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Författare :Marcus Karlström; [2023]
    Nyckelord :Digital Twin; Adherence; Risk Communication; eHealth; Design Thinking; UX;

    Sammanfattning : This study aims to create a design concept for a digital twin to understand how it could be used to increase the health adherence of users through risk communication. This was done while also looking at how such a system could counteract potential health anxiety. LÄS MER

  4. 3. Designing a digital service for cervical cancer screening participants. : Visualizing cervical cancer registry data

    Master-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Azqa Fareed; [2023]
    Nyckelord :cervical cancer; screening program; visualization of healthcare data; design science research; and digital service.;

    Sammanfattning : Screening programs for cervical cancer are performed to diagnose the early stage of cancer and prevent its development. Historically, the screening test was taken every three years, but it gradually varied due to continuous changes in technology, guidelines, and a new type of test. LÄS MER

  5. 4. LiDAR Point Cloud Transfer and Rendering for SimulationPurposes

    Uppsats för yrkesexamina på grundnivå, Örebro universitet/Institutionen för naturvetenskap och teknik

    Författare :Magnus Danielsson; [2022]
    Nyckelord :LiDAR; BSc Thesis; Unity; Unity3D; Telepresence; Point Cloud Visualization; LiDAR Visualization;

    Sammanfattning : Digital twins in manufacturing, logistics, retail, and healthcare can help companies makebusiness decisions by simulating changes prior to implementing such changes in real life.In robotic teleoperation, virtual reality technology such as head mounted displays canincrease operator performance. LÄS MER

  7. 5. Case Study of Information Visualization of Cost per Patient in Public Healthcare

    Kandidat-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Författare :Linus Emmoth; [2021]
    Nyckelord :information visualization; business intelligence; health economics;

    Sammanfattning : The aim of this work has been to investigate how cost per patient (CPP) data may be visualized for the purposes of Region Östergötland. Visualization could potentially aid decision-makers and managers within the organization who have to deal with aggregated healthcare costs. LÄS MER