Panagiotis K. Siogkas

Statistical and Machine Learning Approaches for Virtual Population Generation in In-Silico Cardiovascular Trials.

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

Computational Fluid Dynamic Analysis of customized 3D-printed Bone Scaffold based on a Discrete Phase Method.

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

Building a GUI Tool for Automated Aortic Segmentation in Low-Dose Chest CT Images with PET-Based Standard Uptake Value (SUV) Analysis.

Journal: Advances in experimental medicine and biology

Published: November 18, 2025

Mechanical Evaluation of Bone Scaffolds' Behavior under Compression.

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

Investigation of the significance of the plaque morphology evolution in plaque rupture events using computational biomechanics.

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

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

Silent brain ischemia within the TAXINOMISIS framework: association with clinical and advanced ultrasound metrics.

Journal: Frontiers in neurology

Published: April 27, 2024

Factors Associated with High-Risk Plaque Characteristics Among Patients with Medium to Severe Carotid Artery Stenosis.

Journal: Annals of vascular surgery

Published: March 23, 2024

Virtual Hemodynamic Assessment of Coronary Lesions: The Advent of Functional Angiography and Coronary Imaging.

Journal: Journal of clinical medicine

Published: March 05, 2024

Accurate adventitia reconstruction; significant or not in atherosclerotic plaque growth simulationsƒ A comparative 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

Statistical and Machine Learning Approaches for Virtual Population Generation in In-Silico Cardiovascular Trials.

Statistical and Machine Learning Approaches for Virtual Population Generation in In-Silico Cardiovascular Trials.

Computational Fluid Dynamic Analysis of customized 3D-printed Bone Scaffold based on a Discrete Phase Method.

Computational Fluid Dynamic Analysis of customized 3D-printed Bone Scaffold based on a Discrete Phase Method.

Building a GUI Tool for Automated Aortic Segmentation in Low-Dose Chest CT Images with PET-Based Standard Uptake Value (SUV) Analysis.

Building a GUI Tool for Automated Aortic Segmentation in Low-Dose Chest CT Images with PET-Based Standard Uptake Value (SUV) Analysis.

Mechanical Evaluation of Bone Scaffolds' Behavior under Compression.

Mechanical Evaluation of Bone Scaffolds' Behavior under Compression.

Investigation of the significance of the plaque morphology evolution in plaque rupture events using computational biomechanics.

Investigation of the significance of the plaque morphology evolution in plaque rupture events using computational biomechanics.

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

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

Silent brain ischemia within the TAXINOMISIS framework: association with clinical and advanced ultrasound metrics.

Silent brain ischemia within the TAXINOMISIS framework: association with clinical and advanced ultrasound metrics.

Factors Associated with High-Risk Plaque Characteristics Among Patients with Medium to Severe Carotid Artery Stenosis.

Factors Associated with High-Risk Plaque Characteristics Among Patients with Medium to Severe Carotid Artery Stenosis.

Virtual Hemodynamic Assessment of Coronary Lesions: The Advent of Functional Angiography and Coronary Imaging.

Virtual Hemodynamic Assessment of Coronary Lesions: The Advent of Functional Angiography and Coronary Imaging.

Accurate adventitia reconstruction; significant or not in atherosclerotic plaque growth simulationsƒ A comparative study.

Accurate adventitia reconstruction; significant or not in atherosclerotic plaque growth simulationsƒ A comparative study.

Enhancing risk prediction capabilities in patients with carotid artery disease using a 2-level computational approach.

Enhancing risk prediction capabilities in patients with carotid artery disease using a 2-level computational approach.

Computational Fluid Dynamic Analysis of customised 3D-printed bone scaffolds with different architectures.

Computational Fluid Dynamic Analysis of customised 3D-printed bone scaffolds with different architectures.