Dimitrios I. Fotiadis

According to our database1, Dimitrios I. Fotiadis authored at least 235 papers between 1998 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Short-term prediction of glucose in type 1 diabetes using kernel adaptive filters.
Med. Biol. Engineering and Computing, 2019

2018
A decision support system for Parkinson disease management: expert models for suggesting medication change.
Journal of Decision Systems, 2018

Effect of ultrasound on bone fracture healing: A computational bioregulatory model.
Comp. in Bio. and Med., 2018

A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals.
Comp. in Bio. and Med., 2018

A robust unsupervised epileptic seizure detection methodology to accelerate large EEG database evaluation.
Biomed. Signal Proc. and Control, 2018

3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images.
Biomed. Signal Proc. and 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

In Silico analysis of stent deployment- effect of stent design.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

InSilc: 3D Reconstruction and plaque characterization tool.
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

HEARTEN: An integrated mHealth platform for holistic HF management.
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. Biomedical and Health Informatics, 2017

From the New Editor.
IEEE J. Biomedical and Health Informatics, 2017

Prediction of Atherosclerotic Plaque Development in an In Vivo Coronary Arterial Segment Based on a Multilevel Modeling Approach.
IEEE Trans. Biomed. Engineering, 2017

Predicting rapid progression of Parkinson's Disease at baseline patients evaluation.
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

Discrimination of Preictal and Interictal Brain States from Long-Term EEG Data.
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

In Silico Assessment of the effects of Material on Stent Deployment.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

Coupled Computer Modeling of Atherosclerosis Development in the Coronary Arteries.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

An mhealth Platform to Evaluate Glycaemic Variability in Type 1 Diabetes.
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
Guest Editorial: MobiHealth 2014, IEEE HealthCom 2014, and IEEE BHI 2014.
IEEE J. Biomedical and Health Informatics, 2016

A generalized methodology for the gridding of microarray images with rectangular or hexagonal grid.
Signal, Image and Video Processing, 2016

Prediction of time dependent survival in HF patients after VAD implantation using pre- and post-operative data.
Comp. in Bio. and Med., 2016

Mining balance disorders' data for the development of diagnostic decision support systems.
Comp. in Bio. and Med., 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

Tremor UPDRS estimation in home environment.
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

Prediction of oral cancer recurrence using dynamic Bayesian networks.
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

3-D registration on carotid artery imaging data: MRI for different timesteps.
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

Gene-based pathway enrichment analysis of oral squamous cell carcinoma patients.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Multiparametric data analysis for diagnostic decision support in balance disorders.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015
A Multiscale Approach for Modeling Atherosclerosis Progression.
IEEE J. Biomedical and Health Informatics, 2015

Guest-EditorialBiomedical Informatics in Clinical Environments.
IEEE J. Biomedical and Health Informatics, 2015

Evaluation of short-term predictors of glucose concentration in type 1 diabetes combining feature ranking with regression models.
Med. Biol. Engineering and Computing, 2015

Error propagation in the characterization of atheromatic plaque types based on imaging.
Computer Methods and Programs in Biomedicine, 2015

A computer-aided automated methodology for the detection and classification of occlusal caries from photographic color images.
Comp. in Bio. and Med., 2015

Computerized methodology for micro-CT and histological data inflation using an IVUS based translation map.
Comp. in Bio. and Med., 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

Computational modeling of ultrasonic backscattering to evaluate fracture healing.
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

A Bayesian Network-based approach for discovering oral cancer candidate biomarkers.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Modeling of blood flow through sutured micro-vascular anastomoses.
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

A computational study of ligaments effect in middle ear chain anatomy behavior.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

Computational modeling of plaque progression in coronary arteries.
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. Biomedical and Health Informatics, 2014

Identification of COPD Patients' Health Status Using an Intelligent System in the CHRONIOUS Wearable Platform.
IEEE J. Biomedical and 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

Assessment of optimized Markov models in protein fold classification.
J. Bioinformatics and Computational Biology, 2014

Standardized evaluation methodology and reference database for evaluating IVUS image segmentation.
Comp. Med. Imag. and Graph., 2014

Modeling and simulation of speed selection on left ventricular assist devices.
Comp. in Bio. and Med., 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

Methodology for micro-CT data inflation using intravascular ultrasound images.
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

Occlusal caries detection using random walker algorithm: A graph approach.
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
Hierarchical Similarity Transformations Between Gaussian Mixtures.
IEEE Trans. Neural Netw. Learning Syst., 2013

Multivariate Prediction of Subcutaneous Glucose Concentration in Type 1 Diabetes Patients Based on Support Vector Regression.
IEEE J. Biomedical and Health Informatics, 2013

Computer simulation of three-dimensional plaque formation and progression in the carotid artery.
Med. Biol. Engineering and Computing, 2013

Modifications of the construction and voting mechanisms of the Random Forests Algorithm.
Data Knowl. Eng., 2013

Automatic detection of freezing of gait events in patients with Parkinson's disease.
Computer Methods and Programs in Biomedicine, 2013

Segmentation of microarray images using pixel classification - Comparison with clustering-based methods.
Comp. in Bio. and Med., 2013

Adverse event prediction in patients with left ventricular assist devices.
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

Prediction of coronary atherosclerosis progression using dynamic Bayesian networks.
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

Fully automated calcium detection using optical coherence tomography.
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

Detection of occlusal caries based on digital image processing.
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

Biologically inspired near extinct system reconstruction.
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
Real-Time Driver's Stress Event Detection.
IEEE Trans. Intelligent Transportation Systems, 2012

Automated Diagnosis of Diseases Based on Classification: Dynamic Determination of the Number of Trees in Random Forests Algorithm.
IEEE Trans. Information Technology in Biomedicine, 2012

Assessment of Tremor Activity in the Parkinson's Disease Using a Set of Wearable Sensors.
IEEE Trans. Information Technology in Biomedicine, 2012

Patient-Specific Prediction of Coronary Plaque Growth From CTA Angiography: A Multiscale Model for Plaque Formation and Progression.
IEEE Trans. Information Technology in Biomedicine, 2012

ARTreat Project: Three-Dimensional Numerical Simulation of Plaque Formation and Development in the Arteries.
IEEE Trans. Information Technology in Biomedicine, 2012

Multiparametric Decision Support System for the Prediction of Oral Cancer Reoccurrence.
IEEE Trans. Information Technology in Biomedicine, 2012

A Novel Semiautomated Atherosclerotic Plaque Characterization Method Using Grayscale Intravascular Ultrasound Images: Comparison With Virtual Histology.
IEEE Trans. Information Technology in Biomedicine, 2012

Editorial: Special Issue on Mobile and Wireless Technologies for Healthcare Delivery.
IEEE Trans. Biomed. Engineering, 2012

A multiscale and multiparametric approach for modeling the progression of oral cancer.
BMC Med. Inf. & Decision Making, 2012

Spot addressing for microarray images structured in hexagonal grids.
Computer Methods and Programs in Biomedicine, 2012

Using partial decision trees to predict Parkinson's symptoms: A new approach for diagnosis and therapy in patients suffering from Parkinson's disease.
Comp. in Bio. and Med., 2012

An automated methodology for levodopa-induced dyskinesia: Assessment based on gyroscope and accelerometer signals.
Artificial Intelligence in Medicine, 2012

Theoretical study of bone's microstructural effects on Rayleigh wave propagation.
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

Patient specific multiscale modelling for plaque formation and progression.
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

A Gaussian Mixture Model to detect suction events in rotary blood pumps.
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. Information Technology in Biomedicine, 2011

Multiscale - Patient-Specific Artery and Atherogenesis Models.
IEEE Trans. Biomed. Engineering, 2011

An integrated system based on physiological signals for the assessment of affective states in patients with anxiety disorders.
Biomed. Signal Proc. and Control, 2011

Extraction of consensus protein patterns in regions containing non-proline cis peptide bonds and their functional assessment.
BMC Bioinformatics, 2011

A supervised method to assist the diagnosis and monitor progression of Alzheimer's disease using data from an fMRI experiment.
Artificial Intelligence in Medicine, 2011

A Support Vector Machine Approach for Categorization of Patients Suffering from Chronic Diseases.
Proceedings of the Wireless Mobile Communication and Healthcare, 2011

On automated assessment of Levodopa-induced dyskinesia in Parkinson's disease.
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

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

Gene expression profiling towards the prediction of oral cancer reoccurrence.
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

Atherosclerotic plaque characterization in Optical Coherence Tomography images.
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. Information Technology in Biomedicine, 2010

Guest editorial: special section on new and emerging technologies in bioinformatics and bioengineering.
IEEE Trans. Information Technology in Biomedicine, 2010

Identifying touching and overlapping chromosomes using the watershed transform and gradient paths.
Pattern Recognition Letters, 2010

A six stage approach for the diagnosis of the Alzheimer's disease based on fMRI data.
Journal of Biomedical Informatics, 2010

On Assessing Motor Disorders in Parkinson's Disease.
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
Epileptic Seizure Detection in EEGs Using Time-Frequency Analysis.
IEEE Trans. Information Technology in Biomedicine, 2009

Guest Editorial Introduction to the Special Section on Computational Intelligence in Medical Systems.
IEEE Trans. Information Technology in Biomedicine, 2009

Enhancement of Multichannel Chromosome Classification Using a Region-Based Classifier and Vector Median Filtering.
IEEE Trans. Information Technology in Biomedicine, 2009

Detection of Fetal Heart Rate Through 3-D Phase Space Analysis From Multivariate Abdominal Recordings.
IEEE Trans. Biomed. Engineering, 2009

An optimized sequential pattern matching methodology for sequence classification.
Knowl. Inf. Syst., 2009

Prediction of cis/trans isomerization using feature selection and support vector machines.
Journal of Biomedical Informatics, 2009

PBOND: Web Server for the Prediction of Proline and Non-Proline cis I trans Isomerization.
Genomics, Proteomics & Bioinformatics, 2009

An automated method for gridding and clustering-based segmentation of cDNA microarray images.
Comp. Med. Imag. and Graph., 2009

Improving the protein fold recognition accuracy of a reduced state-space hidden Markov model.
Comp. in Bio. and Med., 2009

Detection of discriminative sequence patterns in the neighborhood of proline cis peptide bonds and their functional annotation.
BMC Bioinformatics, 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

2008
Toward Emotion Recognition in Car-Racing Drivers: A Biosignal Processing Approach.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2008

A Multichannel Watershed-Based Segmentation Method for Multispectral Chromosome Classification.
IEEE Trans. Med. Imaging, 2008

Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling.
IEEE Trans. Information Technology in Biomedicine, 2008

Mining sequential patterns for protein fold recognition.
Journal of Biomedical Informatics, 2008

A methodology for automated fuzzy model generation.
Fuzzy Sets and Systems, 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.
Comp. in Bio. and Med., 2008

Towards Advanced Information Fusion for Driver Assistant Systems of Modern Vehicles.
Proceedings of the 68th IEEE Vehicular Technology Conference, 2008

IWAY: Towards highway vehicle-2-vehicle communication and driver support.
Proceedings of the IEEE International Conference on Systems, 2008

An automatic region based methodology for facial expression recognition.
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 tRNAGly.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

A sparse variational Bayesian approach for fMRI data analysis.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

Point-of-care monitoring and diagnostics for autoimmune diseases.
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. Information Technology in Biomedicine, 2007

A Framework for Fuzzy Expert System Creation - Application to Cardiovascular Diseases.
IEEE Trans. Biomed. Engineering, 2007

Phase Resetting in One-Dimensional Model of the Sinoatrial Node.
IEEE Trans. Biomed. Engineering, 2007

A Kalman filter based methodology for EEG spike enhancement.
Computer Methods and Programs in Biomedicine, 2007

Automatic Seizure Detection Based on Time-Frequency Analysis and Artificial Neural Networks.
Comp. Int. and Neurosc., 2007

Phase response characteristics of sinoatrial node cells.
Comp. in Bio. and Med., 2007

Sequence-based protein structure prediction using a reduced state-space hidden Markov model.
Comp. in Bio. and Med., 2007

A two-stage method for MUAP classification based on EMG decomposition.
Comp. in Bio. and Med., 2007

Automated segmentation and quantification of inflammatory tissue of the hand in rheumatoid arthritis patients using magnetic resonance imaging data.
Artificial Intelligence in 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.
Artificial Intelligence in Medicine, 2007

A User Independent, Biosignal Based, Emotion Recognition Method.
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

Region Based Segmentation and Classification of Multispectral Chromosome Images.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
EEG Transient Event Detection and Classification Using Association Rules.
IEEE Trans. Information Technology in Biomedicine, 2006

An association rule mining-based methodology for automated detection of ischemic ECG beats.
IEEE Trans. Biomed. Engineering, 2006

A comparison of stop-and-wait and go-back-N ARQ schemes for IEEE 802.11e wireless infrared networks.
Computer Communications, 2006

A novel method for automated EMG decomposition and MUAP classification.
Artificial Intelligence in Medicine, 2006

A Decision Support System for the Diagnosis of Coronary Artery Disease.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

A Method for Fetal Heart Rate Extraction Based on Time-Frequency Analysis.
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. Information Technology in Biomedicine, 2005

An ultrasound wearable system for the monitoring and acceleration of fracture healing in long bones.
IEEE Trans. Biomed. Engineering, 2005

Motif-Based Protein Sequence Classification Using Neural Networks.
Journal of Computational Biology, 2005

An arrhythmia classification system based on the RR-interval signal.
Artificial Intelligence in Medicine, 2005

Characterization of clustered microcalcifications in digitized mammograms using neural networks and support vector machines.
Artificial Intelligence in 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. Information Technology in Biomedicine, 2004

Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis.
IEEE Trans. Biomed. Engineering, 2004

Automatic arrhythmia detection based on time and time-frequency analysis of heart rate variability.
Computer Methods and Programs in Biomedicine, 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
A Portable Decision Making Tool for Health Professionals Based on Neural Networks.
Health Informatics Journal, 2003

CITATION: Smart Administrations in the Healthcare Sector.
Health Informatics Journal, 2003

Greedy mixture learning for multiple motif discovery in biological sequences.
Bioinformatics, 2003

Protein Sequence Classification Using Probabilistic Motifs and Neural Networks.
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
An ischemia detection method based on artificial neural networks.
Artificial Intelligence in Medicine, 2002

An automatic microcalcification detection system based on a hybrid neural network classifier.
Artificial Intelligence in Medicine, 2002

The "Citation" Platform: Semantics-Based Modeling & Retrieval of Administrative Information.
Proceedings of the IADIS International Conference WWW/Internet 2002, 2002

CITATION - Citizen Information Tool in Smart Administration.
Proceedings of the Electronic Government, First International Conference, 2002

2000
A robust knowledge-based technique for ischemia detection in noisy ECGs.
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000

1998
Artificial neural networks for solving ordinary and partial differential equations.
IEEE Trans. Neural Networks, 1998


  Loading...