Dimopoulos Dimitrios

• PhD candidate, Department of Information and Communication Systems Engineering, School of Engineering, University of the Aegean (2023 – present). Research focus: multivariate analysis of clinical and medical data.
• MSc in Information and Communication Systems, University of the Aegean (2022). Thesis: “Mortality Prediction in Intensive Care Unit Patients Suffering from Stroke”.

• Machine learning and deep learning for clinical data analysis and patient outcome prediction.
• Dynamic prediction of mortality and length of stay in intensive care units.
• Clinical time series analysis, temporal representations, and heterogeneous data fusion.
• Feature engineering and the use of missingness patterns as predictive information.
• Explainable artificial intelligence, external validation, and reproducibility of predictive models.

Academic Fellow – University of the Aegean (2025 – present)

Laboratory support and assessment of student assignments in the Department of Information and Communication Systems Engineering, for the following courses:

• Object-Oriented Programming II (3rd Semester).
• Data Stractures. (3rd Semester).
• Structured Programming (2nd Semester).
• Databases I (4th Semester).

Academic Fellow – University of West Attica (March – July 2026)

Laboratory instruction in Computer Architecture in the Department of Electrical and Electronics Engineering, including support during practical activities and assessment of student work.