A predictive model of subcutaneous glucose concentration in type 1 diabetes based on Random Forests. - Eleni I. Georga; Vasilios C. Protopappas; Demosthenes Polyzos; Dimitrios I. Fotiadis (EMBC, 2012)

Theoretical study of bone's microstructural effects on Rayleigh wave propagation. - Maria G. Vavva; Leonidas N. Gergidis; Antonis Charalambopoulos; Vasilios C. Protopappas; Demosthenes Polyzos; Dimitrios I. Fotiadis (EMBC, 2012)

A meshless Local Boundary Integral Equation (LBIE) method for cell proliferation predictions in bone healing. - Konstantinos N. Grivas; Maria G. Vavva; Euripides J. Sellountos; Demosthenes Polyzos; Dimitrios I. Fotiadis (EMBC, 2013)

Phase velocity and attenuation predictions of waves in cancellous bone using an iterative effective medium approximation. - Vassiliki T. Potsika; Vasilios C. Protopappas; Maria G. Vavva; Demosthenes Polyzos; Dimitrios I. Fotiadis (EMBC, 2013)

Multivariate Prediction of Subcutaneous Glucose Concentration in Type 1 Diabetes Patients Based on Support Vector Regression. - Eleni I. Georga; Vasilios C. Protopappas; Diego Ardigò; Michela Marina; Ivana Zavaroni; Demosthenes Polyzos; Dimitrios I. Fotiadis (IEEE J. Biomed. Health Informatics, 2013)

Computational study of the influence of callus porosity on ultrasound propagation in healing bones. - Vassiliki T. Potsika; Ioannis F. Spiridon; Vasilios C. Protopappas; Maria G. Vavva; Panagiotis D. Lymperopoulos; Christos V. Massalas; Demosthenes K. Polyzos; Dimitrios I. Fotiadis (EMBC, 2014)

Wave Dispersion and Attenuation on Human Femur Tissue. - Maria Strantza; Olivia Louis; Demosthenes Polyzos; Frans Boulpaep; Danny van Hemelrijck; Dimitrios G. Aggelis (Sensors, 2014)

Online prediction of glucose concentration in type 1 diabetes using extreme learning machines. - Eleni I. Georga; Vasilios C. Protopappas; Demosthenes Polyzos; Dimitrios I. Fotiadis (EMBC, 2015)

Ultrasound propagation in cortical bone: Axial transmission and backscattering simulations. - Vassiliki T. Potsika; Konstantinos N. Grivas; Theodoros Gortsas; Vasilios C. Protopappas; Demosthenes K. Polyzos; Kay Raum; Dimitrios I. Fotiadis (EMBC, 2015)

Computational modeling of ultrasonic backscattering to evaluate fracture healing. - Vassiliki T. Potsika; Theodoros Gortsas; Vasilios C. Protopappas; Demosthenes K. Polyzos; Dimitrios I. Fotiadis (EMBC, 2015)

A mechano-regulatory model for bone healing predictions under the influence of ultrasound. - Maria G. Vavva; Konstantinos N. Grivas; Aurélie Carlier; Demosthenes Polyzos; Liesbet Geris; Hans Van Oosterwyck; Dimitrios I. Fotiadis (EMBC, 2015)

Evaluation of short-term predictors of glucose concentration in type 1 diabetes combining feature ranking with regression models. - Eleni I. Georga; Vasilios C. Protopappas; Demosthenes Polyzos; Dimitrios I. Fotiadis (Medical Biol. Eng. Comput., 2015)

Fracture of Human Femur Tissue Monitored by Acoustic Emission Sensors. - Dimitrios G. Aggelis; Maria Strantza; Olivia Louis; Frans Boulpaep; Demosthenes Polyzos; Danny van Hemelrijck (Sensors, 2015)

Non-linear dynamic modeling of glucose in type 1 diabetes with kernel adaptive filters. - Eleni I. Georga; José C. Príncipe; Demosthenes Polyzos; Dimitrios I. Fotiadis (EMBC, 2016)

Boundary element simulation of ultrasonic backscattering during the fracture healing process. - Vassiliki T. Potsika; Konstantinos N. Grivas; Theodoros Gortsas; Vasilios C. Protopappas; Demosthenes K. Polyzos; Dimitrios I. Fotiadis (EMBC, 2016)

Numerical Simulation of Ultrasonic Backscattering During Fracture Healing Using Numerical Models Based on Scanning Acoustic Microscopy Images. - Vassiliki T. Potsika; Konstantinos N. Grivas; Theodoros Gortsas; Vasilios C. Protopappas; Demosthenes Polyzos; Dimitrios I. Fotiadis (SASHIMI@MICCAI, 2016)

Evaluation of ultrasonic scattering for different cortical bone porosities and excitation frequencies: A numerical study. - Vassiliki T. Potsika; Konstantinos N. Grivas; Theodoros V. Gortsas; Vasilios C. Protopappas; Demosthenes K. Polyzos; Dimitrios I. Fotiadis (EMBC, 2017)

Effect of ultrasound on bone fracture healing: A computational bioregulatory model. - Maria G. Vavva; Konstantinos N. Grivas; Aurélie Carlier; Demosthenes Polyzos; Liesbet Geris; Hans Van Oosterwyck; Dimitrios I. Fotiadis (Comput. Biol. Medicine, 2018)

An accelerated boundary element method via cross approximation of integral kernels for large-scale cathodic protection problems. - Theodore V. Gortsas; Stephanos V. Tsinopoulos; Demosthenes Polyzos (Comput. Aided Civ. Infrastructure Eng., 2022)

FastSVD-ML-ROM: A Reduced-Order Modeling Framework based on Machine Learning for Real-Time Applications. - G. I. Drakoulas; Theodore V. Gortsas; George C. Bourantas; Vasilis N. Burganos; Demosthenes Polyzos (CoRR, 2022)

Physics-based reduced order modeling for uncertainty quantification of guided wave propagation using Bayesian optimization. - G. I. Drakoulas; Theodore V. Gortsas; Demosthenes Polyzos (Eng. Appl. Artif. Intell., 2024)