Concepedia
Statistics
Publications
4
Citations
105
H-Index
Active since
2011
Affiliations
Sismanoglio General Hospital(Current)
Hellenic Open University
National and Kapodistrian University of Athens
Ioanna Kapogianni is an author at Sismanoglio General Hospital specializing in risk prediction, machine learning, and gradient boosting.
Publications per year
2011–2024
Integrating Shapley Values into Machine Learning Techniques for Enhanced Predictions of Hospital Admissions
Georgios Feretzakis, Aikaterini Sakagianni, Ioanna Kapogianni et al. · Applied Sciences · 2024 · 40 citations · Full text
Computing, Data Science, Emergency Medicine +17
Nanostructured titania films sensitized by quantum dot chalcogenides
Athanassios G. Kontos, V. Likodimos, E. Vassalou et al. · Nanoscale Research Letters · 2011 · 37 citations · Full text
Natural Sciences, Materials Engineering, Materials Science +17
Machine Learning in Medical Triage: A Predictive Model for Emergency Department Disposition
Georgios Feretzakis, Aikaterini Sakagianni, Ioanna Kapogianni et al. · Applied Sciences · 2024 · 18 citations · Full text
Computing, Emergency Medicine, Health Informatics +17
A Machine Learning Pipeline Using KNIME to Predict Hospital Admission in the MIMIC-IV Database
Rozita Tsoni, Vasileios Kaldis, Ioanna Kapogianni et al. · 2023 · 10 citations
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