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Bata Róbert

Publication list

2026
1.
Bata, R., Ghanem, A. S., Nagy, A. C.: Linear and non-linear feature selection for survival modelling of ischemic heart disease in patients with diabetes: Insights from electronic health records.
J. Biomed. Inform. 178 (5), 105020-, 2026.
Journal metrics:
Q1 Computer Science Applications (2025)
Q1 Health Informatics (2025)
2025
2.
Palma, S., Bata, R.: Association of sexual perceptions, behavior, and intimate partner violence with sexually transmitted infection (STI) among Filipino women.
BMC Public Health 25, 1-15, (article identifier: 3780), 2025.
Journal metrics:
Q1 Public Health, Environmental and Occupational Health
3.
Bata, R., Ghanem, A. S., Faludi, E., Sztanek, F., Nagy, A. C.: Association rule mining of time-based patterns in diabetes-related comorbidities on imbalanced data: a pre- and post-diagnosis study.
BMC Med Inform Decis Mak. 25 (1), 1-12, (article identifier: 352), 2025.
Journal metrics:
Q1 Computer Science Applications
Q1 Health Informatics
Q1 Health Policy
4.
Ghanem, A. S., Faludi, E., Bata, R., Mezei, E., Hadar, V., Móré, M., Tóth, Á., Nagy, A. C.: Cancer prevalence and its determinants in Hungary: analyzing data from the 2009, 2014, and 2019 European Health Interview Surveys.
PLoS One. 20 (2), 1-19, (article identifier: 0315689), 2025.
Journal metrics:
Q1 Multidisciplinary
5.
Bata, R., Ghanem, A. S., Nagy, A. C.: Feature Selection and Model Optimization for Survival Prediction in Patients with Angina Pectoris.
J Clin Med. 14 (22), 1-20, (article identifier: 8111), 2025.
Journal metrics:
Q2 Medicine (miscellaneous)
6.
Ghanem, A. S., Bata, R., Kovács, N., Nagy, A. C.: Sociodemographic inequalities in the global burden trends and machine learning-based projections of periodontitis from 1990 to 2030 across different development levels.
Front. Oral Health. 6, 124-132, (article identifier: 1609961), 2025.
Journal metrics:
Q1 Dentistry (miscellaneous)
Q1 Oral Surgery
Q1 Periodontics
2024
7.
Nagy, A. C., Bata, R., Ghanem, A. S., Móré, M.: Predicting diabetes prognosis using machine learning techniques in a Hungarian clinical database.
Eur. J. Public Health. 34 (Supplement), iii450-iii451, 2024.
2021
8.
Nguyen, M. C., Santoso, C. M. A., Vu, D. T. H., Szőllősi, G. J., Bata, R., Zsuga, J., Nagy, A. C.: Awareness Related to Cardiometabolic Diseases: a Cross-Sectional Study in Southern Vietnam.
Int. J. Environ. Res. Public Health. 18 (19), 1-8, (article identifier: 10209), 2021.
Journal metrics:
Q1 Health, Toxicology and Mutagenesis
Q2 Pollution
Q2 Public Health, Environmental and Occupational Health
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