Dimitrios Filos

Work

Aristotle University of Thessaloniki

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Research associate

Greece

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Centre for Research and Technology Hellas

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Research associate

Greece

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Education

Aristoteleio Panepistemio Thessalonikes

Greece
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PhD

Aristoteleio Panepistemio Thessalonikes

Greece
→
MSc in medical informatics

Aristoteleio Panepistemio Thessalonikes

Greece
→
Diploma Electrical and Computer engineer

Publications

Toward Ensuring Data Quality in Multi-Site Cancer Imaging Repositories

Information

journal-article

Predicting Adherence to Home-Based Cardiac Rehabilitation with Data-Driven Methods

Applied Sciences

journal-article

Biomedical Technology and Gestational Diabetes Mellitus

Comprehensive Clinical Approach to Diabetes During Pregnancy

book-chapter

P-Wave Beat-to-Beat Analysis to Predict Atrial Fibrillation Recurrence after Catheter Ablation

Diagnostics

journal-article

Roadmap on signal processing for next generation measurement systems

Measurement Science and Technology

journal-article

Simulator-generated training datasets as an alternative to using patient data for machine learning: An example in myocardial segmentation with MRI

Computer Methods and Programs in Biomedicine

journal-article

The Effect of Medication on P-wave Beat-to-Beat Variability in Atrial Fibrillation during Sinus Rhythm

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

conference-paper

Towards Data Integration for AI in Cancer Research*

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

conference-paper

PhD courses and the intersectoral experience: a comprehensive survey

7th International Conference on Higher Education Advances (HEAd'21)

conference-paper

P-wave beat-to-beat morphology analysis outperforms conventional P-wave indices in detecting patients with paroxysmal atrial fibrillation

EP Europace

journal-article

Simulator-generated training datasets as an alternative to using patient data for machine learning: An example in myocardial segmentation with MRI

Computer Methods and Programs in Biomedicine

journal-article

Exploring associations between children's obesogenic behaviors and the local environment using big data: Development and evaluation of the obesity prevention dashboard

JMIR mHealth and uHealth

journal-article

BigO: A public health decision support system for measuring obesogenic behaviors of children in relation to their local environment

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

conference-paper

An open access database for the evaluation of respiratory sound classification algorithms

Physiological Measurement

journal-article

Artificially Generated Training Datasets for Supervised Machine Learning Techniques in Magnetic Resonance Imaging: An Example in Myocardial Segmentation

Computing in Cardiology

conference-paper

Pre-diabetic patients with severe obstructive sleep apnea: Novel parameters of hypoxia during sleep correlate with insulin resistance

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

conference-paper

Prediction of the Adherence to a Home-Based Cardiac Rehabilitation Program

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

conference-paper

Time-Domain Analysis of the Electrocardiogram

Series in BioEngineering

book-chapter

Understanding the beat-To-beat variations of p-waves morphologies in af patients during sinus rhythm: A scoping review of the atrial simulation studies

Frontiers in Physiology

journal-article

The development and codesign of the PATHway intervention: A theory-driven eHealth platform for the self-management of cardiovascular disease

Translational Behavioral Medicine

journal-article

Association between SpO2 signal characteristics and sleep architecture with insulin resistance in patients with obstructive sleep apnea syndrome

IFMBE Proceedings

conference-paper

How can patient empowerment be integrated into change management while scaling-up an integrated care program?

International Journal of Integrated Care

journal-article

A computer-assisted system with kinect sensors and wristband heart rate monitors for group classes of exercise-based rehabilitation

IFMBE Proceedings

conference-paper

A respiratory sound database for the development of automated classification

IFMBE Proceedings

conference-paper

Computerised decision support in physical activity interventions: A systematic literature review

International Journal of Medical Informatics

journal-article

Computerized decision support for beneficial home-based exercise rehabilitation in patients with cardiovascular disease

Computer Methods and Programs in Biomedicine

journal-article

Learning healthcare systems: Scaling-up integrated care programs

Studies in Health Technology and Informatics

book

Multiple P-wave Morphologies in Paroxysmal Atrial Fibrillation Patients during Sinus Rhythm: A Simulation Study

Computing in Cardiology

conference-paper

Beat-to-beat P-wave morphology as a predictor of paroxysmal atrial fibrillation

Computer Methods and Programs in Biomedicine

journal-article

PATHway I: Design and rationale for the investigation of the feasibility, clinical effectiveness and cost-effectiveness of a technology-enabled cardiac rehabilitation platform

BMJ Open

journal-article

Predictive modeling of exercise response in CVD patients under rehabilitation

IFMBE Proceedings

conference-paper

Technological Module for Unsupervised, Personalized Cardiac Rehabilitation Exercising

Proceedings - International Computer Software and Applications Conference

conference-paper

A data model to support the evaluation of coordinating care EU programmes in the context of the ACT programme

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

conference-paper

PATHway: Decision support in exercise programmes for cardiac rehabilitation

Studies in Health Technology and Informatics

book

P wave analysis with wavelets identifies hypertensive patients at risk of recurrence of atrial fibrillation: A case-control study and 1 year follow-up

Journal of Electrocardiology

journal-article

Wavelet based analysis of the heart rate during recovery in a guided rehabilitation exercise program

IFMBE Proceedings

conference-paper

A Computational Infrastructure for Evaluating Care-coordination and Telehealth Services in Europe

Studies in Health Technology and Informatics

book

Evaluating care coordination and TeleHealth services across Europe through the ACT programme

IFMBE Proceedings

conference-paper

Evaluation framework for care coordination & telehealth deployment

HEALTHINF 2014 - 7th International Conference on Health Informatics, Proceedings; Part of 7th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014

conference-paper

Wavelet-based analysis of P waves identifies patients with lone atrial fibrillation: A cross-sectional pilot study

International Journal of Cardiology

journal-article

Guided physical exercise of cardiac patients during rehabilitation: Adherence and changes in physiological variables

13th IEEE International Conference on BioInformatics and BioEngineering, IEEE BIBE 2013

conference-paper

Two dimensional wavelet energy analysis on a beat to beat basis: Application to Atrial Fibrillation

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

conference-paper

Wavelet variability of SA node originated P waves in atrial fibrillation and in signals with ectopic beats

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

conference-paper

Beat to beat wavelet variability in atrial fibrillation

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

conference-paper

Development and clinical evaluation of a physiological data acquisition device for monitoring and exercise guidance of heart failure and chronic heart disease patients

Computing in Cardiology

conference-paper

Optimising arrhythmia detection for exercise sessions of cardiac patients

Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB

conference-paper

Pre-clinical physiological data acquisition and testing of the IMAGE sensing device for exercise guidance and real-time monitoring of cardiovascular disease patients

IFMBE Proceedings

conference-paper