Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansMachine LearningComputer SimulationClinical Trials as TopicCardiovascular Diseases
Statistical and Machine Learning Approaches for Virtual Population Generation in In-Silico Cardiovascular Trials.
Dimitrios S Pleouras, Panagiotis K Siogkas, Antonis I Sakellarios, Milos Anic, Mohammed Aboarab, Georgia Karanasiou, Papafaklis I Michail, Rammos Aidonis, Lambros K Michalis, Dimitrios I Fotiadis
Published: 202510.1109/EMBC58623.2025.11252914
Abstract
This study presents a comprehensive methodology for generating virtual human cardiovascular datasets for in-silico clinical trials, particularly for the evaluation of novel stents within the InSilc project. Our approach integrates a statistical model…
Preview only. Read the full abstract at the source