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Regression Modelling as a Basis of Clinical Decision Support
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SYSNO ASEP 0553224 Druh ASEP C - Konferenční příspěvek (mezinárodní konf.) Zařazení RIV D - Článek ve sborníku Název Regression Modelling as a Basis of Clinical Decision Support Tvůrce(i) Kalina, Jan (UIVT-O) RID, SAI, ORCID Zdroj.dok. PaKSoM 2021. Proceedings of the 3rd Virtual International Conference Path to a Knowledge Society - Managing Risks and Innovation. - Niš : Complex Systems Research Centre and Mathematical Institute of the Serbian Academy of Sciences and Arts, 2021 / Stanković M. ; Nikolić V. - ISBN 978-86-80593-72-2 Rozsah stran s. 97-104 Poč.str. 8 s. Forma vydání Tištěná - P Akce PaKSoM 2021: Virtual International Conference Path to a Knowledge Society - Managing Risks and Innovation /3./ Datum konání 15.11.2021 - 16.11.2021 Místo konání Virtual Země RS - Srbsko Typ akce WRD Jazyk dok. eng - angličtina Země vyd. RS - Srbsko Klíč. slova clinical decision making ; machine learning ; data mining ; nonlinear regression ; Big Data analytics ; predictive analytics ; healthcare ; medical informatics ; COVID-19 pandemic Vědní obor RIV IN - Informatika Obor OECD Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8) CEP NU21-08-00432 GA MZd - Ministerstvo zdravotnictví Institucionální podpora UIVT-O - RVO:67985807 Anotace 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. Pracoviště Ústav informatiky Kontakt Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800 Rok sběru 2022 Elektronická adresa https://paksom.cosrec.org/wp-content/uploads/2022/02/PaKSoM2021.pdf
Počet záznamů: 1