Matthew Pediaditis

According to our database1, Matthew Pediaditis authored at least 39 papers between 2012 and 2023.

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Bibliography

2023
Predicting impact of Deep Brain Stimulation on Non-motor symptoms of Parkinson's disease.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Interfacing Brain with Assistive Devices and Reality .
ERCIM News, 2022

Contactless respiratory rate estimation from video in a real-life clinical environment using Eulerian magnification and 3D CNNs.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Application of dry EEG electrodes on low-cost SSVEP-based BCI for robot navigation.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Comparison between dry and wet EEG electrodes in an SSVEP-based BCI for robot navigation.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

2021
Cuff-less blood pressure estimation using wrist photoplethysmography.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

SSVEP based Wheelchair Navigation in Outdoor Environments<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

A New Multi-Feature Classification Scheme for Normal and Abnormal Respiratory Sounds Discrimination.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

2020
Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation.
Mach. Vis. Appl., 2020

Personalized Assessment of Arousal and Valence from Videos.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Machine Learning Techniques for Personalized Detection of Epileptic Events in Clinical Video Recordings.
Proceedings of the AMIA 2020, 2020

2019
Automatic Assessment of Depression Based on Visual Cues: A Systematic Review.
IEEE Trans. Affect. Comput., 2019

Towards an unobtrusive baby monitoring system for real-time detection of possibly hazardous situations<sup>*</sup>.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Single-Channel SSVEP-Based BCI for Robotic Car Navigation in Real World Conditions.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018
Deep positive-unlabeled learning for region of interest localization in breast tissue images.
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

2017
Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization.
IEEE Trans. Multim., 2017

Quantitative comparison of motion history image variants for video-based depression assessment.
EURASIP J. Image Video Process., 2017

Stress and anxiety detection using facial cues from videos.
Biomed. Signal Process. Control., 2017

Facial geometry and speech analysis for depression detection.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system.
Comput. Vis. Image Underst., 2016

A computational platform for continuous seizure anticipation, monitoring and clinical evaluation.
Proceedings of the pHealth 2016, 2016

Estimating normal and abnormal activities using smartphones.
Proceedings of the pHealth 2016, 2016

Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text.
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

The MobiAct Dataset: Recognition of Activities of Daily Living using Smartphones.
Proceedings of the 2nd International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2016

Human Daily Activity and Fall Recognition Using a Smartphone's Acceleration Sensor.
Proceedings of the Information and Communication Technologies for Ageing Well and e-Health, 2016

2015
Semeoticons - reading the face code of cardio-metabolic risk.
Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015


Extraction of facial features as indicators of stress and anxiety.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
The MobiFall Dataset: Fall Detection and Classification with a Smartphone.
Int. J. Monit. Surveillance Technol. Res., 2014

Contactless detection of facial signs related to stress: A preliminary study.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Comparison of blind source separation algorithms for optical heart rate monitoring.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Facial Signs and Psycho-physical Status Estimation for Well-being Assessment.
Proceedings of the HEALTHINF 2014, 2014

2013
Absence seizure epilepsy detection using linear and nonlinear eeg analysis methods.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

An approach to absence epileptic seizures detection using Approximate Entropy.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

The MobiFall dataset: An initial evaluation of fall detection algorithms using smartphones.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

A virtual individual's model based on facial expression analysis: A non-intrusive approach for wellbeing monitoring and self-management.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012
Vision-based motion detection, analysis and recognition of epileptic seizures - A systematic review.
Comput. Methods Programs Biomed., 2012

Exploiting advanced video analysis technologies for a smart home monitoring platform for epileptic patients: Technological and legal preconditions.
Proceedings of the 2012 International Conference on Telecommunications and Multimedia, 2012

Vision-based absence seizure detection.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012


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