Sökning: "Healthcare analytics"

Visar resultat 1 - 5 av 9 uppsatser innehållade orden Healthcare analytics.

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. Judgment and Data-Driven Decision Making : A scoping meta-review and bibliometric analysis of the implementations of data-driven approaches to judgment and decision making and across other fields of research

   Master-uppsats, Linnéuniversitetet/Institutionen för psykologi (PSY)

   Författare :Natalie Hyltse; [2023]
   Nyckelord :scoping review; meta-review; bibliometrics; interdisciplinary research; judgment and decision making JDM ; data-driven decision making DDDM ;

   Sammanfattning : Data-driven approaches to decision making are today applied far and wide. With origins in the field of judgment and decision making (JDM), data-driven decision making (DDDM) has become an emergent topic within I-O psychology, especially within the fields of people analytics and human resource analytics. LÄS MER

4. 3. Datadrivet beslutsfattande i sjukvården : en studie av hur fenomenet datadrivet beslutsfattande uppfattas inom hälso- och sjukvård

   Kandidat-uppsats, Högskolan i Borås/Akademin för bibliotek, information, pedagogik och IT

   Författare :Rebecka Mikkonen; Erik Winther; [2022]
   Nyckelord :Healthcare; Data-driven decision making; data analytics; data; information; Sjukvård; datadrivet beslutsfattande; dataanalys; data; information;

   Sammanfattning : I dagens samhälle har digitalisering blivit en stor del av vår vardag. Med global digitalisering kommer förändringar i hur organisationer och företag fungerar, detta inkluderar även hälso- och sjukvården. En viktig aspekt av digitaliseringen är mängden data som den genererar. LÄS MER

5. 4. Employee Churn Prediction in Healthcare Industry using Supervised Machine Learning

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Anna Gentek; [2022]
   Nyckelord :Employee churn; Churn Prediction; Predictive modeling; Machine learning; Deep-Learning; Data mining; Binary Classification; Personalomsättning; Avhoppsanalys; Prediktiv Modellering; Maskininlärning; Datautvinning; Binär Klassificering;

   Sammanfattning : Given that employees are one of the most valuable assets of any organization, losing an employee has a detrimental impact on several aspects of business activities. Loss of competence, deteriorated productivity and increased hiring costs are just a small fraction of the consequences associated with high employee churn. LÄS MER

7. 5. Connecting customers to the correct insurance through statistics and data analysis Helping insurance agents through data analytics

   Master-uppsats, Umeå universitet/Institutionen för datavetenskap

   Författare :Ivan Lyxzén; [2020]
   Nyckelord :;

   Sammanfattning : Many companies have built platforms for analyzing user data then using this to extrapolate useful information about customer segments, this project built such a platformed aimed at helping insurance agents better understand their customers. The platform was built as part of JaycomAB’s services and was built to fit their design, both in terms of database, controller and interface. LÄS MER