Regression Modelling as a Basis of Clinical Decision Support

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F21%3A00553224" target="_blank" >RIV/67985807:_____/21:00553224 - isvavai.cz</a>

Result on the web

<a href="https://paksom.cosrec.org/wp-content/uploads/2022/02/PaKSoM2021.pdf" target="_blank" >https://paksom.cosrec.org/wp-content/uploads/2022/02/PaKSoM2021.pdf</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Regression Modelling as a Basis of Clinical Decision Support

Original language description

Clinical decision support systems have established their place as assistive tools helpful in particular decision making tasks related to medical care. This paper is focused on regression modelling applicable to solving clinical decision making tasks. A general overview and selected particular examples of regression applications are presented. The role of medical informatics in the recent combat against the COVID-19 pandemic is discussed as well. The authors also characterize future trends of machine learning tools within clinical decision support systems.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/NU21-08-00432" target="_blank" >NU21-08-00432: Predicting functional outcome in schizophrenia from multimodal neuroimaging and clinical data</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2021

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

PaKSoM 2021. Proceedings of the 3rd Virtual International Conference Path to a Knowledge Society - Managing Risks and Innovation

ISBN

978-86-80593-72-2

ISSN

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e-ISSN

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Number of pages

8

Pages from-to

97-104

Publisher name

Complex Systems Research Centre and Mathematical Institute of the Serbian Academy of Sciences and Arts

Place of publication

Niš

Event location

Virtual

Event date

Nov 15, 2021

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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