Dimitrios I. Fotiadis
Orcid: 0000-0002-7362-5082Affiliations:
- University of Ioannina, Greece
According to our database1,
Dimitrios I. Fotiadis
authored at least 405 papers
between 1998 and 2024.
Collaborative distances:
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Bibliography
2024
DMpDP: a Diagnostic Multiple-patient DermoFeature Profile store-and-forward teledermoscopy system.
Medical Biol. Eng. Comput., April, 2024
FHBF: Federated hybrid boosted forests with dropout rates for supervised learning tasks across highly imbalanced clinical datasets.
Patterns, January, 2024
Architectural Design for Enhancing Remote Patient Monitoring in Heart Failure: A Case Study of the RETENTION Project.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
2023
Evaluating Gait Impairment in Parkinson's Disease from Instrumented Insole and IMU Sensor Data.
Sensors, 2023
Co-Designing Digital Technologies for Improving Clinical Care in People with Parkinson's Disease: What Did We Learn?
Sensors, 2023
Sensors, 2023
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare.
CoRR, 2023
OCT sequence registration before and after percutaneous coronary intervention (stent implantation).
Biomed. Signal Process. Control., 2023
Diagnosis of Clinical Significant Prostate Cancer on Biparametric Mri Using Zone-Specific Radiomic Features.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Risk Stratification for Cardiotoxicity in Breast Cancer Patients: Predicting Early Decline of LVEF After Treatment.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Machine Learning Models Predict the Need of Amputation and/or Peripheral Artery Revascularization in Hypertensive Patients Within 7-Years Follow-Up.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
TAXINOMISIS: A cloud - based platform for risk profiling and patient specific management of the carotid artery disease.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Graph-guided Gaussian Process-based Diagnosis of CVD Severity with Uncertainty Measures.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Using the recurrence plots as indicators for the recognition of Parkinson's disease through phonemes assessment.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
A Machine Learning Model for the prediction of the progression of carotid arterial stenoses.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Enhancing risk prediction capabilities in patients with carotid artery disease using a 2-level computational approach.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
An integrated rehabilitation system for the upper limb spasticity assessment and treatment: the Rehabotics passive exoskeletal system.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Accurate adventitia reconstruction; significant or not in atherosclerotic plaque growth simulationsƒ A comparative study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Boosting the performance of MALT lymphoma classification in patients with primary Sjögren's Syndrome through data augmentation: a case study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Classification of Inflammation of Unknown Origin patients based on RNA-seq and SomaScan data.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Computational Fluid Dynamic Analysis of customised 3D-printed bone scaffolds with different architectures.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Weight Estimation of Mediterranean Food Images using Random Forest Regression Algorithm.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
A comparison study on creating simulated patient data for individuals suffering from chronic coronary disorders.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Cleverballoon: An integrated approach for developing a drug-coated balloon with everolimus.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
LoockMe: An Ever Evolving Artificial Intelligence Platform for Location Scouting in Greece.
Proceedings of the Engineering Applications of Neural Networks, 2023
Multi-Cohort Evaluation of an Automated Sleep Stage Detection Methodology Using ECG and Respiration Signals <sup>*</sup>.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
CARDIOCARE platform: A beyond the state of the art approach for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity<sup>*</sup>.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Gaussian Process-based Active Learning for Efficient Cardiovascular Disease Inference.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Transi-Net: An Explainable Deep Learning Model Ensemble For Prostate's Transition Zone Segmentation.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
Machine Learning Models Predict Fatal Myocardial Infarction Within 10-Years Follow-Up Utilizing Explainable AI.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
Personalized Clustering of Glucose Time Series in Patients with Type-1 Diabetes Mellitus Using Self Organized Maps During Nocturnal Sleep.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
DECODE: A New Cloud-Based Framework for Advanced Visualization, Simulation, and Optimization Treatment of Peripheral Artery Disease.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
Distilling knowledge from high quality biobank data towards the discovery of risk factors for patients with cardiovascular diseases and depression.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
2022
IEEE J. Biomed. Health Informatics, 2022
Can Gait Features Help in Differentiating Parkinson's Disease Medication States and Severity Levels? A Machine Learning Approach.
Sensors, 2022
Smart Insole: A Gait Analysis Monitoring Platform Targeting Parkinson Disease Patients Based on Insoles.
CoRR, 2022
Comput. Methods Programs Biomed., 2022
ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints.
Comput. Biol. Medicine, 2022
Proceedings of the 18th International Conference on Wireless and Mobile Computing, 2022
Proceedings of the Pervasive Computing Technologies for Healthcare, 2022
An Exploratory Study of the Value of Vital Signs on the Short-Term Prediction of Subcutaneous Glucose Concentration in Type 1 Diabetes - The GlucoseML Study.
Proceedings of the Pervasive Computing Technologies for Healthcare, 2022
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022
Segmentation and volume quantification of MR Images for the detection and monitoring multiple sclerosis progression.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Emotional Models for the Estimation of Arousal and Pleasure in Older Adults During Balance Rehabilitation Training.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Prediction of the atherosclerotic plaque development in carotid arteries; the effect of T-cells.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Multiple Sclerosis Severity Estimation and Progression Prediction Based on Machine Learning Techniques.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
A "smart" Imputation Approach for Effective Quality Control Across Complex Clinical Data Structures.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Predicting the need for mechanical ventilation and mortality in hospitalized COVID-19 patients who received heparin.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Comparison of High-Throughput Technologies in the Classification of Adult-Onset Still's Disease Patients.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
White Matter Lesion Segmentation for Multiple Sclerosis Patients implementing deep learning.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Investigation of crimping effects on the stent deployment through in silico modeling.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
An in silico trials platform for the evaluation of stent design effect in post-implantation outcomes.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
A proof-of-concept study for the simulation of blood flow in a post arterial segment for different blood rheology models.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Computational modeling of atherosclerotic plaque progression through an efficient 3D agent-based modeling approach.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Machine Learning Models to Predict Myocardial Infarction Within 10-Years Follow-up of Cardiovascular Disease Progression.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Metabolomics in the prediction of prodromal stages of carotid artery disease using a hybrid ML algorithm.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
A hybrid approach based on dynamic trajectories to predict mortality in COVID-19 patients upon steroids administration.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
A federated AI-empowered platform for disease management across a Pan-European data driven hub.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
AI Methods for Personalized Suggestions on Smart Glasses Based on Human Activity Recognition.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Recommendation to Use Wearable-Based mHealth in Closed-Loop Management of Acute Cardiovascular Disease Patients During the COVID-19 Pandemic.
IEEE J. Biomed. Health Informatics, 2021
Optimal Localization of a Novel Shifted 1T-Ring Based Microwave Ablation Probe in Hepatocellular Carcinoma.
IEEE Trans. Biomed. Eng., 2021
Foot Pressure Wearable Sensors for Freezing of Gait Detection in Parkinson's Disease.
Sensors, 2021
Configurable Offline Sensor Placement Identification for a Medical Device Monitoring Parkinson's Disease.
Sensors, 2021
The Smart-Insole Dataset: Gait Analysis Using Wearable Sensors with a Focus on Elderly and Parkinson's Patients.
Sensors, 2021
A new smart-cropping pipeline for prostate segmentation using deep learning networks.
CoRR, 2021
Deep learning for diabetic retinopathy detection and classification based on fundus images: A review.
Comput. Biol. Medicine, 2021
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy.
Comput. Biol. Medicine, 2021
A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains.
Comput. Biol. Medicine, 2021
A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast cancer diagnosis: An initial effort to define resilience effects.
Comput. Biol. Medicine, 2021
Gait and balance patterns related to Free-Walking and TUG tests in Parkinson's Disease based on plantar pressure data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
A proof-of-concept study for the prediction of the de-novo atherosclerotic plaque development using finite elements<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Investigation of the drug release time from the biodegrading coating of an everolimus eluting stent.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
A federated AI strategy for the classification of patients with Mucosa Associated Lymphoma Tissue (MALT) lymphoma across multiple harmonized cohorts.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Variational Gaussian Mixture Models with robust Dirichlet concentration priors for virtual population generation in hypertrophic cardiomyopathy: a comparison study.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Multiple additive regression trees with hybrid loss for classification tasks across heterogeneous clinical data in distributed environments: a case study.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Exploring the Acceptability and Feasibility of Providing a Balance Tele-Rehabilitation Programme to Older Adults at Risk for Falls: An Initial Assessment.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Exploring the knowledge and views of Greek Neurologists regarding Palliative Care Topics.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests<sup>1</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Computational modeling of atherosclerotic plaque progression in carotid lesions with moderate degree of stenosis<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Investigation of Drug Eluting Stents performance in human atherosclerotic artery through in silico modeling.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
FEA of Drug-Eluting Stents and Sensitivity Analysis of a Continuum Damage Model for the Degradation of PLGA Coating.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
A Machine Learning Model for the Identification of High risk Carotid Atherosclerotic Plaques.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
An in silico trials platform for the evaluation of effect of the arterial anatomy configuration on stent implantation<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Comparison of three U-Net family architectures for left ventricular myocardial wall automatic segmentation.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Coupled FEA Model with Continuum Damage Mechanics for the Degradation of Polymer-based coatings on Drug-Eluting Stents.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Real Time Human Activity Recognition Using Acceleration and First-Person Camera data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Clustering based Segmentation of MR Images for the Delineation and Monitoring of Multiple Sclerosis Progression.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
A Deep Learning-based cropping technique to improve segmentation of prostate's peripheral zone.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
A machine learning approach to predict emotional arousal and valence from gaze extracted features.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Cognitive workload level estimation based on eye tracking: A machine learning approach.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Exploring Artificial Intelligence methods for recognizing human activities in real time by exploiting inertial sensors.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
A hybrid data harmonization workflow using word embeddings for the interlinking of heterogeneous cross-domain clinical data structures.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
Towards the development of a unified virtual population model in hypertrophic cardiomyopathy.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
Designing a mHealth clinical decision support system for Parkinson's disease: a theoretically grounded user needs approach.
BMC Medical Informatics Decis. Mak., 2020
A Domain Enriched Deep Learning Approach to Classify Atherosclerosis Using Intravascular Ultrasound Imaging.
IEEE J. Sel. Top. Signal Process., 2020
A Review of Virtual Coaching Systems in Healthcare: Closing the Loop With Real-Time Feedback.
Frontiers Digit. Health, 2020
Evaluating the Performance of Balance Physiotherapy Exercises Using a Sensory Platform: The Basis for a Persuasive Balance Rehabilitation Virtual Coaching System.
Frontiers Digit. Health, 2020
Designing interoperable telehealth platforms: bridging IoT devices with cloud infrastructures.
Enterp. Inf. Syst., 2020
Enterp. Inf. Syst., 2020
Comput. Methods Programs Biomed., 2020
Cancer classification from time series microarray data through regulatory Dynamic Bayesian Networks.
Comput. Biol. Medicine, 2020
Optimal Power for Microwave Slotted Probes in Ablating Different Hepatocellular Carcinoma Sizes.
Comput. Biol. Medicine, 2020
Prognostic factors of Rapid symptoms progression in patients with newly diagnosed parkinson's disease.
Artif. Intell. Medicine, 2020
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020
Validation study of a novel method for the 3D reconstruction of coronary bifurcations.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
A deep learning oriented method for automated 3D reconstruction of carotid arterial trees from MR imaging.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
The effect of the stenosis location at a coronary arterial bifurcation: a parametric study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Prediction of atherosclerotic disease progression combining computational modelling with machine learning.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Prediction of the development of coronary atherosclerotic plaques using computational modeling in 3D reconstructed coronary arteries.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Generation of virtual patient data for in-silico cardiomyopathies drug development using tree ensembles: a comparative study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
On-Body Sensor Position Identification with a Simple, Robust and Accurate Method, Validated in Patients with Parkinson's Disease.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Site specific prediction of PCI stenting based on imaging and biomechanics data using gradient boosting tree ensembles.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Design and implementation of in silico clinical trial for Bioresorbable Vascular Scaffolds.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Wall shear stress alterations at left atrium and left atrial appendage employing abnormal blood velocity profiles.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
A Dynamic Bayesian Network Approach to Behavioral Modelling of Elderly People during a Home-based Augmented Reality Balance Physiotherapy Programme.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Augmented Reality for Older Adults: Exploring Acceptability of Virtual Coaches for Home-based Balance Training in an Aging Population.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020
2019
Medical Biol. Eng. Comput., 2019
HEARTEN KMS - A knowledge management system targeting the management of patients with heart failure.
J. Biomed. Informatics, 2019
Medical data quality assessment: On the development of an automated framework for medical data curation.
Comput. Biol. Medicine, 2019
A three-dimensional quantification of calcified and non-calcified plaques in coronary arteries based on computed tomography coronary angiography images: Comparison with expert's annotations and virtual histology intravascular ultrasound.
Comput. Biol. Medicine, 2019
Achieving adherence in home-based rehabilitation with novel human machine interactions that stimulate community-dwelling older adults.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
KardiaSoft Architecture - A Software Supporting Diagnosis and Therapy Monitoring of Heart Failure Patients Exploiting Saliva Biomarkers.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
The effect of error propagation in the 3D reconstruction of coronary segments using CTCA images on crucial hemodynamic parameters.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Predictive Models of Coronary Artery Disease Based on Computational Modeling: The SMARTool System.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Numerical evaluation of the mechanical environment of a fractured long bone for osteoporotic and non-osteoporotic subjects.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A computational multi-level atherosclerotic plaque growth model for coronary arteries.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Predicting lymphoma outcomes and risk factors in patients with primary Sjögren's Syndrome using gradient boosting tree ensembles.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Site specific prediction of atherosclerotic plaque progression using computational biomechanics and machine learning.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A new method for the 3D reconstruction of coronary bifurcations pre and post the angioplasty procedure using the QCA.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
ProMiSi Architecture - A Tool for the Estimation of the Progression of Multiple Sclerosis Disease using MRI.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Atherosclerotic Plaque Growth Prediction in Coronary Arteries using a Computational Multi-level Model: The Effect of Diabetes.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Computational Modeling of Psychological Resilience Trajectories During Breast Cancer Treatment.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
A Novel Methodology for Detection of Lumen, Outer Wall, Plaques and Stent Struts in Coronary Arteries Using Optical Coherence Tomography.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Automatic Estimation of the Nutritional Composition of Foods as Part of the GlucoseML Type 1 Diabetes Self-Management System.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
BioCoStent: A Holistic Approach for Development of a Drug-Eluting Stent with Retinoic Acid.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Unsupervised Seizure Detection based on Rhythmical Activity and Spike Detection in EEG Signals.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
A decision support system for Parkinson disease management: expert models for suggesting medication change.
J. Decis. Syst., 2018
Comput. Biol. Medicine, 2018
A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals.
Comput. Biol. Medicine, 2018
A robust unsupervised epileptic seizure detection methodology to accelerate large EEG database evaluation.
Biomed. Signal Process. Control., 2018
3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images.
Biomed. Signal Process. Control., 2018
A De-centralized Framework for Data Sharing, Ontology Matching and Distributed Analytics.
Proceedings of the First International Workshop on Semantic Web Technologies for Health Data Management, 2018
Comparison of 3D reconstruction methods based on different cardiovascular imaging: a study of multimodality reconstruction method.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
An Unsupervised Methodology for the Detection of Epileptic Seizures Using EEG Signals: A Multi-Dataset Evaluation.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
A Clinical Decision Support Platform for the Risk Stratification, Diagnosis, and Prediction of Coronary Artery Disease Evolution.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Towards the Establishment of a Biomedical Ontology for the Primary Sjögren's Syndrome.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Assessing The Predictive Value Of Regulatory Molecules For Patient Outcome In Pancreatic Cancer: A Computational Approach.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Unsupervised detection of epileptic seizures from EEG signals: A channel-specific analysis of long-term recordings.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
A decision support system based on rapid progression rules to enhance baseline evaluation of Parkinson's disease patients.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
FCLAB: An EEGLAB module for performing functional connectivity analysis on single-subject EEG data.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
2017
Integration of Pathway Knowledge and Dynamic Bayesian Networks for the Prediction of Oral Cancer Recurrence.
IEEE J. Biomed. Health Informatics, 2017
Prediction of Atherosclerotic Plaque Development in an In Vivo Coronary Arterial Segment Based on a Multilevel Modeling Approach.
IEEE Trans. Biomed. Eng., 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
A computational approach for the estimation of heart failure patients status using saliva biomarkers.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Computational estimation of the hemodynamic significance of coronary stenoses in arterial branches deriving from CCTA: A proof-of-concept study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
SMARTool: A tool for clinical decision support for the management of patients with coronary artery disease based on modeling of atherosclerotic plaque process.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Evaluation of ultrasonic scattering for different cortical bone porosities and excitation frequencies: A numerical study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Identification of differentially expressed genes through a meta-analysis approach for oral cancer classification.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Kernel-based adaptive learning improves accuracy of glucose predictive modelling in type 1 diabetes: A proof-of-concept study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
A novel hybrid approach for reconstruction of coronary bifurcations using angiography and OCT.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Non-invasive Assessment of Coronary Stenoses and Comparison to Invasive Techniques: A Proof-of-Concept Study.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Estimation of Heart Failure Patients Medication Adherence through the Utilization of Saliva and Breath Biomarkers and Data Mining Techniques.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Predicting Heart Failure Patient Events by Exploiting Saliva and Breath Biomarkers Information.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
Mining motor symptoms UPDRS data of Parkinson's disease patients for the development of Hoehn and Yahr estimation decision support system.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
Estimation of New York Heart Association class in heart failure patients based on machine learning techniques.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
A computational pipeline for deciphering the molecular mechanisms of oral cancer progression.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
2016
Σχεδίαση και ανάπτυξη ηλεκτρονικής διάταξης ασύρματου εντοπισμού της ακριβούς θέσης ιατρικού οργάνου μέσα στο ανθρώπινο σώμα
PhD thesis, 2016
IEEE J. Biomed. Health Informatics, 2016
A generalized methodology for the gridding of microarray images with rectangular or hexagonal grid.
Signal Image Video Process., 2016
Prediction of time dependent survival in HF patients after VAD implantation using pre- and post-operative data.
Comput. Biol. Medicine, 2016
Mining balance disorders' data for the development of diagnostic decision support systems.
Comput. Biol. Medicine, 2016
Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration with IVUS.
BMC Medical Imaging, 2016
Numerical Simulation of Ultrasonic Backscattering During Fracture Healing Using Numerical Models Based on Scanning Acoustic Microscopy Images.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016
Middle and inner ear modelling: From microCT images to 3D reconstruction and coupling of models.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Computational estimation of the severity of coronary lesions with intravascular ultrasound images: A pilot study.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
ALZCARE: An information system for screening, management and tracking of demented patients.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Boundary element simulation of ultrasonic backscattering during the fracture healing process.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Non-linear dynamic modeling of glucose in type 1 diabetes with kernel adaptive filters.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Monitoring of motor and non-motor symptoms of Parkinson's disease through a mHealth platform.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Biclustering strategies for genetic marker selection in gynecologic tumor cell lines.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
2015
IEEE J. Biomed. Health Informatics, 2015
IEEE J. Biomed. Health Informatics, 2015
Evaluation of short-term predictors of glucose concentration in type 1 diabetes combining feature ranking with regression models.
Medical Biol. Eng. Comput., 2015
Error propagation in the characterization of atheromatic plaque types based on imaging.
Comput. Methods Programs Biomed., 2015
A computer-aided automated methodology for the detection and classification of occlusal caries from photographic color images.
Comput. Biol. Medicine, 2015
Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map.
Comput. Biol. Medicine, 2015
A mechano-regulatory model for bone healing predictions under the influence of ultrasound.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Effect of modeling parameters on the frequency response of the middle ear by means of finite element analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Validation study of a 3D-QCA coronary reconstruction method using a hybrid intravascular ultrasound and angiography reconstruction method and patient-specific Fractional Flow Reserve data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A proof-of-concept study for predicting the region of atherosclerotic plaque development based on plaque growth modeling in carotid arteries.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Ultrasound propagation in cortical bone: Axial transmission and backscattering simulations.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Online prediction of glucose concentration in type 1 diabetes using extreme learning machines.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Prediction of atheromatic plaque evolution in carotids using features extracted from the arterial geometry.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography - comparison and registration using IVUS.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
An unsupervised methodology for the detection of epileptic seizures in long-term EEG signals.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Design and implementation of processes for the primary care in the healthcare system of Greece.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
A preliminary presentation of a mobile co-operative platform for Heart Failure self-management.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Fluid-structure interaction analysis of anastomosis in patient specific arterial segment.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Diagnosis of balance disorders using decision support systems based on data mining techniques.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
2014
Nonparametric Network Design and Analysis of Disease Genes in Oral Cancer Progression.
IEEE J. Biomed. Health Informatics, 2014
Identification of COPD Patients' Health Status Using an Intelligent System in the CHRONIOUS Wearable Platform.
IEEE J. Biomed. Health Informatics, 2014
PERFORM: A System for Monitoring, Assessment and Management of Patients with Parkinson's Disease.
Sensors, 2014
Wearability Assessment of a Wearable System for Parkinson's Disease Remote Monitoring Based on a Body Area Network of Sensors.
Sensors, 2014
J. Bioinform. Comput. Biol., 2014
Standardized evaluation methodology and reference database for evaluating IVUS image segmentation.
Comput. Medical Imaging Graph., 2014
Comput. Biol. Medicine, 2014
Development of a smart environment for diabetes data analysis and new knowledge mining.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014
Assessing the hemodynamic influence between multiple lesions in a realistic right coronary artery segment: A computational study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Computational study of the influence of callus porosity on ultrasound propagation in healing bones.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Finite element analysis of stent implantation in a three-dimensional reconstructed arterial segment.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
A dynamic Bayesian network approach for time-specific survival probability prediction in patients after ventricular assist device implantation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
A wearable system for long-term ubiquitous monitoring of common motor symptoms in patients with Parkinson's disease.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Randomly generated realistic vessel geometry using spline interpolation and 2D Perlin noise.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
An Ambient Intelligent monitoring system to improve the independency of the elderly with balance disorders indoors.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
IEEE Trans. Neural Networks Learn. Syst., 2013
Multivariate Prediction of Subcutaneous Glucose Concentration in Type 1 Diabetes Patients Based on Support Vector Regression.
IEEE J. Biomed. Health Informatics, 2013
Computer simulation of three-dimensional plaque formation and progression in the carotid artery.
Medical Biol. Eng. Comput., 2013
Modifications of the construction and voting mechanisms of the Random Forests Algorithm.
Data Knowl. Eng., 2013
Comput. Methods Programs Biomed., 2013
Segmentation of microarray images using pixel classification - Comparison with clustering-based methods.
Comput. Biol. Medicine, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Computational assessment of the fractional flow reserve from intravascular ultrasound and coronary angiography data: A pilot study.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Three-dimensional modeling of oxidized-LDL accumulation and HDL mass transport in a coronary artery: A proof-of-concept study for predicting the region of atherosclerotic plaque development.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Phase velocity and attenuation predictions of waves in cancellous bone using an iterative effective medium approximation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Indentification of altered MET network in oral cancer progression based on nonparametric network design.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
A meshless Local Boundary Integral Equation (LBIE) method for cell proliferation predictions in bone healing.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
An automatic electroencephalography blinking artefact detection and removal method based on template matching and ensemble empirical mode decomposition.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Clinical validation of the CHRONIOUS wearable system in patients with chronic disease.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Modeling atherosclerotic plaque growth: A case report based on a 3D geometry of left coronary arterial tree from computed tomography.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Modeling stent deployment in realistic arterial segment geometries: The effect of the plaque composition.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Short-term vs. long-term analysis of diabetes data: Application of machine learning and data mining techniques.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
EEG epileptic seizure detection using k-means clustering and marginal spectrum based on ensemble empirical mode decomposition.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
SIFEM project: Semantic infostructure interlinking an open source finite element tool and libraries with a model repository for the multi-scale modelling of the inner-ear.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Automated Diagnosis of Diseases Based on Classification: Dynamic Determination of the Number of Trees in Random Forests Algorithm.
IEEE Trans. Inf. Technol. Biomed., 2012
Assessment of Tremor Activity in the Parkinson's Disease Using a Set of Wearable Sensors.
IEEE Trans. Inf. Technol. Biomed., 2012
Patient-Specific Prediction of Coronary Plaque Growth From CTA Angiography: A Multiscale Model for Plaque Formation and Progression.
IEEE Trans. Inf. Technol. Biomed., 2012
ARTreat Project: Three-Dimensional Numerical Simulation of Plaque Formation and Development in the Arteries.
IEEE Trans. Inf. Technol. Biomed., 2012
Multiparametric Decision Support System for the Prediction of Oral Cancer Reoccurrence.
IEEE Trans. Inf. Technol. Biomed., 2012
A Novel Semiautomated Atherosclerotic Plaque Characterization Method Using Grayscale Intravascular Ultrasound Images: Comparison With Virtual Histology.
IEEE Trans. Inf. Technol. Biomed., 2012
Editorial: Special Issue on Mobile and Wireless Technologies for Healthcare Delivery.
IEEE Trans. Biomed. Eng., 2012
A multiscale and multiparametric approach for modeling the progression of oral cancer.
BMC Medical Informatics Decis. Mak., 2012
Comput. Methods Programs Biomed., 2012
Using partial decision trees to predict Parkinson's symptoms: A new approach for diagnosis and therapy in patients suffering from Parkinson's disease.
Comput. Biol. Medicine, 2012
An automated methodology for levodopa-induced dyskinesia: Assessment based on gyroscope and accelerometer signals.
Artif. Intell. Medicine, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Automated knowledge-based fuzzy models generation for weaning of patients receiving Ventricular Assist Device (VAD) therapy.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Knowledge editor and execution engine development for optimal ventricular assist device weaning.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
A predictive model of subcutaneous glucose concentration in type 1 diabetes based on Random Forests.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Categorization of COPD patient's health level through the use of the CHRONIOUS wearable platform.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
3D reconstruction of coronary arteries using Frequency Domain Optical Coherence Tomography images and biplane angiography.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
A treatment decision support system for patients receiving Ventricular Assist Device (VAD) therapy.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
Categorization of patients' health status in COPD disease using a wearable platform and random forests methodology.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
2011
Guest Editorial Introduction to the Special Issue on Citizen Centered e-Health Systems in a Global Healthcare Environment: Selected Papers From ITAB 2009.
IEEE Trans. Inf. Technol. Biomed., 2011
IEEE Trans. Biomed. Eng., 2011
An integrated system based on physiological signals for the assessment of affective states in patients with anxiety disorders.
Biomed. Signal Process. Control., 2011
Extraction of consensus protein patterns in regions containing non-proline <i>cis </i>peptide bonds and their functional assessment.
BMC Bioinform., 2011
A supervised method to assist the diagnosis and monitor progression of Alzheimer's disease using data from an fMRI experiment.
Artif. Intell. Medicine, 2011
A Support Vector Machine Approach for Categorization of Patients Suffering from Chronic Diseases.
Proceedings of the Wireless Mobile Communication and Healthcare, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
An intelligent Decision Support System for the treatment of patients receiving ventricular assist device (VAD) support.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Patient specific cardiovascular risk assessment and treatment decision support based on multiscale modelling and medical guidelines.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Heterogeneous data fusion and intelligent techniques embedded in a mobile application for real-time chronic disease management.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
CHRONIOUS: A wearable platform for monitoring and management of patients with chronic disease.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Bayesian methods for fMRI time-series analysis using a nonstationary model for the noise.
IEEE Trans. Inf. Technol. Biomed., 2010
Guest editorial: special section on new and emerging technologies in bioinformatics and bioengineering.
IEEE Trans. Inf. Technol. Biomed., 2010
Identifying touching and overlapping chromosomes using the watershed transform and gradient paths.
Pattern Recognit. Lett., 2010
A six stage approach for the diagnosis of the Alzheimer's disease based on fMRI data.
J. Biomed. Informatics, 2010
Proceedings of the Wireless Mobile Communication and Healthcare, 2010
Predictive Metabolic Modeling for Type 1 Diabetes Using Free-Living Data on Mobile Devices.
Proceedings of the Wireless Mobile Communication and Healthcare, 2010
An Intelligent System for Classification of Patients Suffering from Chronic Diseases.
Proceedings of the Wireless Mobile Communication and Healthcare, 2010
2009
IEEE Trans. Inf. Technol. Biomed., 2009
Guest Editorial Introduction to the Special Section on Computational Intelligence in Medical Systems.
IEEE Trans. Inf. Technol. Biomed., 2009
Enhancement of Multichannel Chromosome Classification Using a Region-Based Classifier and Vector Median Filtering.
IEEE Trans. Inf. Technol. Biomed., 2009
Detection of Fetal Heart Rate Through 3-D Phase Space Analysis From Multivariate Abdominal Recordings.
IEEE Trans. Biomed. Eng., 2009
Knowl. Inf. Syst., 2009
Prediction of cis/trans isomerization using feature selection and support vector machines.
J. Biomed. Informatics, 2009
PBOND: Web Server for the Prediction of Proline and Non-Proline cis I trans Isomerization.
Genom. Proteom. Bioinform., 2009
An automated method for gridding and clustering-based segmentation of cDNA microarray images.
Comput. Medical Imaging Graph., 2009
Improving the protein fold recognition accuracy of a reduced state-space hidden Markov model.
Comput. Biol. Medicine, 2009
Detection of discriminative sequence patterns in the neighborhood of proline cis peptide bonds and their functional annotation.
BMC Bioinform., 2009
PERFORM: A system for the monitoring and management of persons with chronic motor neurodegenerative disorders: A study on Parkinson's Disease and Amyotrophic Lateral Sclerosis.
Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, 2009
Unification of Heterogeneous Data Towards the Prediction of Oral Cancer Reoccurrence.
Proceedings of the Workshops of the 5th IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI-2009), 2009
A template-based method for the estimation of Event Related Potentials using the Bayesian linear model.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
2008
IEEE Trans. Syst. Man Cybern. Part A, 2008
A Multichannel Watershed-Based Segmentation Method for Multispectral Chromosome Classification.
IEEE Trans. Medical Imaging, 2008
Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling.
IEEE Trans. Inf. Technol. Biomed., 2008
J. Biomed. Informatics, 2008
A two-stage methodology for sequence classification based on sequential pattern mining and optimization.
Data Knowl. Eng., 2008
Improvement of microcalcification cluster detection in mammography utilizing image enhancement techniques.
Comput. Biol. Medicine, 2008
Proceedings of the 68th IEEE Vehicular Technology Conference, 2008
Proceedings of the IEEE International Conference on Systems, 2008
Proceedings of the IEEE International Conference on Systems, 2008
A region based decorrelation stretching method: Application to multispectral chromosome image classification.
Proceedings of the International Conference on Image Processing, 2008
Automated fuzzy model generation through weight and fuzzification parameters' optimization.
Proceedings of the FUZZ-IEEE 2008, 2008
A Region Based Methodology for Facial Expression Recognition.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008
Transosseous application of low-intensity ultrasound at the tendon-bone interface affects the healing rate and up-regulates simultaneously the expression of collagen type I and tRNA<sup>Gly</sup>.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
Intelligent patient profiling for diagnosis, staging and treatment selection in colon cancer.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
Systematic elicitation of sequence patterns associated with non-proline cis peptide bonds.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
An Automated Methodology for Fetal Heart Rate Extraction From the Abdominal Electrocardiogram.
IEEE Trans. Inf. Technol. Biomed., 2007
A Framework for Fuzzy Expert System Creation - Application to Cardiovascular Diseases.
IEEE Trans. Biomed. Eng., 2007
IEEE Trans. Biomed. Eng., 2007
Comput. Methods Programs Biomed., 2007
Automatic Seizure Detection Based on Time-Frequency Analysis and Artificial Neural Networks.
Comput. Intell. Neurosci., 2007
Comput. Biol. Medicine, 2007
Sequence-based protein structure prediction using a reduced state-space hidden Markov model.
Comput. Biol. Medicine, 2007
Comput. Biol. Medicine, 2007
Automated segmentation and quantification of inflammatory tissue of the hand in rheumatoid arthritis patients using magnetic resonance imaging data.
Artif. Intell. Medicine, 2007
A methodology for the automated creation of fuzzy expert systems for ischaemic and arrhythmic beat classification based on a set of rules obtained by a decision tree.
Artif. Intell. Medicine, 2007
Proceedings of the User Modeling 2007, 11th International Conference, 2007
A Time-Frequency Based Method for the Detection of Epileptic Seizures in EEG Recordings.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007
2006
IEEE Trans. Inf. Technol. Biomed., 2006
An association rule mining-based methodology for automated detection of ischemic ECG beats.
IEEE Trans. Biomed. Eng., 2006
A comparison of stop-and-wait and go-back-N ARQ schemes for IEEE 802.11e wireless infrared networks.
Comput. Commun., 2006
Artif. Intell. Medicine, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
A Comparison of Methodologies for Fuzzy Expert System Creation - Application to Arrhythmic Beat Classification.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
A Watershed Based Segmentation Method for Multispectral Chromosome Images Classification.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
2005
Semantics-based information modeling for the health-care administration sector: the Citation platform.
IEEE Trans. Inf. Technol. Biomed., 2005
An ultrasound wearable system for the monitoring and acceleration of fracture healing in long bones.
IEEE Trans. Biomed. Eng., 2005
J. Comput. Biol., 2005
Artif. Intell. Medicine, 2005
Characterization of clustered microcalcifications in digitized mammograms using neural networks and support vector machines.
Artif. Intell. Medicine, 2005
A Data Mining Based Approach for the EEG Transient Event Detection and Classification.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005
2004
An Automated Method for Lumen and Media-Adventitia Border Detection in a Sequence of IVUS Frames.
IEEE Trans. Inf. Technol. Biomed., 2004
Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis.
IEEE Trans. Biomed. Eng., 2004
Automatic arrhythmia detection based on time and time-frequency analysis of heart rate variability.
Comput. Methods Programs Biomed., 2004
Model-Driven Renewal of LAN-Based Business Information Systems Towards Web-Based Systems.
Proceedings of the IADIS International Conference WWW/Internet 2004, 2004
A Middleware Service for Managing Time and Quality Dependent Context.
Proceedings of the IADIS International Conference WWW/Internet 2004, 2004
2003
Health Informatics J., 2003
Health Informatics J., 2003
Bioinform., 2003
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003
Three dimensional coronary artery reconstruction using fusion of intravascular ultrasound and biplane angiography.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
2002
Artif. Intell. Medicine, 2002
An automatic microcalcification detection system based on a hybrid neural network classifier.
Artif. Intell. Medicine, 2002
Solving differential equations with neural networks: implementation on a DSP platform.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
The "Citation" Platform: Semantics-Based Modeling & Retrieval of Administrative Information.
Proceedings of the IADIS International Conference WWW/Internet 2002, 2002
Proceedings of the Electronic Government, First International Conference, 2002
2000
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000
1998
IEEE Trans. Neural Networks, 1998