Project Details
Description
To address this, this project will use traditional statistics and machine learning to analyze data from our research group and national oral health datasets to compare the effectiveness of modern approaches. Our goals include identifying modifiable risk factors, predicting future demand for dental services, and mapping inequalities in access between different groups. This will support evidence-based policies, improve resource allocation and promote preventive dental care, in line with the WHO's agenda and the UN Sustainable Development Goals.
Layman's description
To deal with this, the project will use both traditional statistics and modern machine learning techniques to study data from our research team and national oral health records. We want to find out what risk factors we can change to improve oral health, predict how much dental care will be needed in the future, and see where there are differences in access to dental care among different groups of people.
Our goal is to help create policies based on solid evidence, make better use of resources, and encourage preventive dental care. This aligns with the goals of the World Health Organization and the United Nations Sustainable Development Goals.
| Status | Finished |
|---|---|
| Effective start/end date | 1/04/25 → 31/03/26 |
| Links | https://www.epidentlatvia.lv/ https://www.rsu.lv/en/project/epidentlatvia-mapping-epidemiological-profile-oral-health-latvian-children-and-adolescents |
Total Funding
- Recovery and Resilience Facility: €76,026.00
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This project contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 10 Reduced Inequalities
Field of Science
- 3.3 Health sciences
Smart Specialization Area
- Biomedicine, medical technologies and biotechnology
Fingerprint
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Methodological quality of machine learning-based caries prognostic models: a scoping review
Uribe, S. E. & Maldupa, I., 7 Apr 2026, Zenodo.Research output: Working paper › Preprint
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High Burden of Dental Caries in First-Grade Children in Latvia: A Cross-Sectional Study
Maldupa, I., Čerāne-Šillere, L., Rivare-Pālena, A., Vagale, E., Senakola, E., Tzivian, L. & Uribe, S. E., 6 Apr 2026, Zenodo.Research output: Working paper › Preprint
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Changes in Dental Treatment under General Anaesthesia in Children in Latvia (2005-2020): A Descriptive Study
Uribe, S. E. & Maldupa, I., 20 Jan 2026, Zenodo.Research output: Working paper › Preprint
Activities
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Managing Caries with MID: A Combination of Strategies for Better Outcomes
Maldupa, I. (Invited speaker)
28 Nov 2025Activity: Talk or presentation types › Invited talk
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Too Many Choices, Not Enough Fluoride: The Public-Health Need to Monitor Toothpaste Quality Across Europe
Maldupa, I. (Invited speaker)
25 Nov 2025Activity: Talk or presentation types › Invited talk
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Universidade Estadual de Campinas
Maldupa, I. (Visiting researcher)
24 Nov 2025 → 29 Nov 2025Activity: Visiting an external institution types › Visiting an external academic institution
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RSU internal and RSU with LASE external consolidation
Menniks, M. (Administrative manager)
8/12/23 → 31/05/26
Project: EU Structural Funds › Other
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IEVA: Implementation of the Evidence-Based Paediatric Caries Management Strategies in Latvian Clinical Practice - an Evidence Transfer Study
Maldupa, I. (Project leader), E. Uribe, S. (Work package leader), Innes, N. (Leading expert), Marino, R. (Leading expert), Viduskalne, I. (Expert), Grišakova, J. (Expert), Stars, I. (Expert), Evans, D. (Expert), Stāmere, U. (Assistant (student)), Sļepcova, O. (Assistant (student)), Gostilo, D. (Assistant (student)), Protasa, N. (Assistant (student)), Vagale, E. (Assistant (student)) & Vendiņa-Birzniece, I. (Participant)
1/01/23 → 31/12/25
Project: Fundamental and Applied Research Programme
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New non-invasive treatments for the control and treatment of early childhood caries
Maldupa, I. (Project leader)
European Regional Development Fund, Latvia State Budget funding, Other funding source
1/03/20 → 28/02/23
Project: EU Structural Funds › ERDF
Datasets
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Availability of public dental care service for children in Latvia
Freimane, Z. (Creator), Maldupa, I. (Supervisor) & E. Uribe, S. (Data Manager), Rīga Stradiņš University, 17 May 2024
DOI: 10.48510/FK2/I9IGPY, https://dataverse.rsu.lv/dataset.xhtml?persistentId=doi:10.48510/FK2/I9IGPY
Dataset
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Trends in dental treatment under general anaesthesia for children in Latvia 2005-2020 - Dataset
E. Uribe, S. (Creator) & Maldupa, I. (Creator), Riga Stradins University, 19 Feb 2023
DOI: 10.48510/FK2/LUUOMS, https://dataverse.rsu.lv/dataset.xhtml?persistentId=doi:10.48510/FK2/LUUOMS
Dataset
Prizes
Press/Media
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Latvijā teju katram bērnam ir zobu bojājumi; iesaka mazāk cukura un zobu pastu ar fluorīdiem
21/04/26
1 item of Media coverage
Press/Media