Vasileios C. Pezoulas - Publications

From challenge to innovation: a narrative review on innovation in nephrology and hemodialysis randomized trials.

Journal: Journal of nephrology

Published: December 12, 2025

Utilizing synthetic data for privacy-preserving AI modeling in radiomics: a case study.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

A Cloud-based Risk Stratification Platform Cardiovascular Disease, Depression and Comorbidities.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Hemodiafiltration beyond the CONVINCE trial.

Journal: Clinical kidney journal

Published: November 28, 2025

The Diagnosis of Cardiovascular Disease Using Simple Blood Biomarkers Through AI and Big Data.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

In silico drug delivery modeling of a novel Everolimus Coated Balloon.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Towards the development of a FAIR-compliant biomedical ontology for colorectal cancer.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Simplatab: An Automated Machine Learning Framework for Radiomics-Based Bi-Parametric MRI Detection of Clinically Significant Prostate Cancer.

Journal: Bioengineering (Basel, Switzerland)

Published: January 28, 2025

Combining Computational Fluid Dynamics, Structural Analysis, and Machine Learning to Predict Cerebrovascular Events: A Mild ML Approach.

Journal: Diagnostics (Basel, Switzerland)

Published: August 13, 2024

Synthetic data generation methods in healthcare: A review on open-source tools and methods.

Journal: Computational and structural biotechnology journal

Published: June 10, 2024

Boosting the performance of MALT lymphoma classification in patients with primary Sjögren's Syndrome through data augmentation: a case study.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023

AI-Enhanced Predictive Modeling for Identifying Depression and Delirium in Cardiovascular Patients Scheduled for Cardiac Surgery.

Journal: Diagnostics (Basel, Switzerland)

Published: November 17, 2023