Predictive models for health-related quality of life built on two telemonitoring datasets

Matea Tashkovska; Stefan Krsteski; Emilija Kizhevska; Jakob Valič; Hristijan Gjoreski; Mitja Luštrek

doi:10.1371/journal.pone.0313815

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Open Access

Peer-reviewed

Research Article

Predictive models for health-related quality of life built on two telemonitoring datasets

Matea Tashkovska ,

Contributed equally to this work with: Matea Tashkovska, Stefan Krsteski

Roles Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

* E-mail: matea_tas@yahoo.com

Affiliations Department of Intelligent Systems, Jožef Stefan Institute, Ljubljana, Slovenia, Faculty of Electrical Engineering and Information Technologies, Saints Cyril and Methodius University of Skopje, Skopje, North Macedonia

https://orcid.org/0009-0005-3036-8652

⨯
Stefan Krsteski ,

Contributed equally to this work with: Matea Tashkovska, Stefan Krsteski

Roles Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliations Department of Intelligent Systems, Jožef Stefan Institute, Ljubljana, Slovenia, Faculty of Electrical Engineering and Information Technologies, Saints Cyril and Methodius University of Skopje, Skopje, North Macedonia
⨯
Emilija Kizhevska,

Roles Software, Validation, Writing – review & editing

Affiliations Department of Intelligent Systems, Jožef Stefan Institute, Ljubljana, Slovenia, Faculty of Electrical Engineering and Information Technologies, Saints Cyril and Methodius University of Skopje, Skopje, North Macedonia, Jožef Stefan International Postgraduate School, Ljubljana, Slovenia
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Jakob Valič,

Roles Data curation, Software, Writing – review & editing

Affiliation Department of Intelligent Systems, Jožef Stefan Institute, Ljubljana, Slovenia
⨯
Hristijan Gjoreski,

Roles Supervision, Writing – review & editing

Affiliation Faculty of Electrical Engineering and Information Technologies, Saints Cyril and Methodius University of Skopje, Skopje, North Macedonia
⨯
Mitja Luštrek

Roles Supervision, Writing – review & editing

Affiliations Department of Intelligent Systems, Jožef Stefan Institute, Ljubljana, Slovenia, Jožef Stefan International Postgraduate School, Ljubljana, Slovenia
⨯

Predictive models for health-related quality of life built on two telemonitoring datasets

Matea Tashkovska,
Stefan Krsteski,
Emilija Kizhevska,
Jakob Valič,
Hristijan Gjoreski,
Mitja Luštrek

Published: December 4, 2024
https://doi.org/10.1371/journal.pone.0313815

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Body weight
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Quality of life
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Blood pressure
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Machine learning
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Forecasting
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Heart rate
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