Matthew Pediaditis

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

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

Predicting impact of Deep Brain Stimulation on Non-motor symptoms of Parkinson's disease.

Nikolaos Haliasos, Matthew Pediaditis, Dimitrios Giakoumettis, Cleanthe Spanaki, Antonis Vakis, Vangelis Sakkalis

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Interfacing Brain with Assistive Devices and Reality .

Cristina Farmaki, Matthew Pediaditis, Vangelis Sakkalis

ERCIM News, 2022

Contactless respiratory rate estimation from video in a real-life clinical environment using Eulerian magnification and 3D CNNs.

Matthew Pediaditis, Cristina Farmaki, Sophia Schiza, Nikolaos Tzanakis, Emmanouil Galanakis, Vangelis Sakkalis

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.

Cristina Farmaki, Nikolaos Zacharioudakis, Matthew Pediaditis, Myrto Krana, Vangelis Sakkalis

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.

Maria Samara, Cristina Farmaki, Nikolaos Zacharioudakis, Matthew Pediaditis, Myrto Krana, Vangelis Sakkalis

Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

2021

Cuff-less blood pressure estimation using wrist photoplethysmography.

Matthew Pediaditis, Emmanouil Spanakis, Giannis Zacharakis, Vangelis Sakkalis

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

SSVEP based Wheelchair Navigation in Outdoor Environments^*.

Myrto Krana, Cristina Farmaki, Matthew Pediaditis, Vangelis Sakkalis

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.

Marios Antonakakis, Konstantinos Politof, Georgios A. Klados, Glykeria Sdoukopoulou, Sophia Schiza, Maria Papadogiorgaki, Christina Farmaki, Matthew Pediaditis, Michalis E. Zervakis, Vangelis Sakkalis

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.

Anastasia Pampouchidou, Matthew Pediaditis, Eleni Kazantzaki, Stelios Sfakianakis, I. A. Apostolaki, K. Argyraki, Dimitris Manousos, Fabrice Mériaudeau, Kostas Marias, F. Yang, Manolis Tsiknakis, Maria Basta, Alexandros N. Vgontzas, Panagiotis G. Simos

Mach. Vis. Appl., 2020

Personalized Assessment of Arousal and Valence from Videos.

Matthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Maria Gabrani

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Machine Learning Techniques for Personalized Detection of Epileptic Events in Clinical Video Recordings.

Matthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Peter Hilfiker, Thomas Grunwald, Marcellina Häberlin, Lukas L. Imbach, Carl Muroi, Christian Strässle, Emanuela Keller, Maria Gabrani

Proceedings of the AMIA 2020, 2020

2019

Automatic Assessment of Depression Based on Visual Cues: A Systematic Review.

Anastasia Pampouchidou, Panagiotis G. Simos, Kostas Marias, Fabrice Mériaudeau, Fan Yang, Matthew Pediaditis, Manolis Tsiknakis

IEEE Trans. Affect. Comput., 2019

Towards an unobtrusive baby monitoring system for real-time detection of possibly hazardous situations^*.

Vangelis Sakkalis, Matthew Pediaditis, Stelios Sfakianakis

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.

Cristina Farmaki, Myrto Krana, Matthew Pediaditis, Emmanouil Spanakis, Vangelis Sakkalis

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.

Pushpak Pati, Sonali Andani, Matthew Pediaditis, Matheus Palhares Viana, Jan Hendrik Rüschoff, Peter Wild, Maria Gabrani

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.

Pedro Henríquez, Bogdan J. Matuszewski, Yasmina Andreu, Luca Bastiani, Sara Colantonio, Giuseppe Coppini, Mario D'Acunto, Riccardo Favilla, Danila Germanese, Daniela Giorgi, Paolo Marraccini, Massimo Martinelli, Maria-Aurora Morales, Maria Antonietta Pascali, Marco Righi, Ovidio Salvetti, Marcus Larsson, Tomas Strömberg, Lise Randeberg, Asgeir Bjorgan, Giorgos A. Giannakakis, Matthew Pediaditis, Franco Chiarugi, Eirini Christinaki, Kostas Marias, Manolis Tsiknakis

IEEE Trans. Multim., 2017

Quantitative comparison of motion history image variants for video-based depression assessment.

Anastasia Pampouchidou, Matthew Pediaditis, Anna Maridaki, Muhammad Awais, Calliope-Marina Vazakopoulou, Stelios Sfakianakis, Manolis Tsiknakis, Panagiotis G. Simos, Kostas Marias, Fan Yang, Fabrice Mériaudeau

EURASIP J. Image Video Process., 2017

Stress and anxiety detection using facial cues from videos.

Giorgos A. Giannakakis, Matthew Pediaditis, Dimitris Manousos, Eleni Kazantzaki, Franco Chiarugi, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis

Biomed. Signal Process. Control., 2017

Facial geometry and speech analysis for depression detection.

Anastasia Pampouchidou, Olympia Simantiraki, Calliope-Marina Vazakopoulou, Charikleia Chatzaki, Matthew Pediaditis, Anna Maridaki, Kostas Marias, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau, Manolis Tsiknakis

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.

Yasmina Andreu, Franco Chiarugi, Sara Colantonio, Giorgos A. Giannakakis, Daniela Giorgi, Pedro Henríquez, Eleni Kazantzaki, Dimitris Manousos, Kostas Marias, Bogdan J. Matuszewski, Maria Antonietta Pascali, Matthew Pediaditis, Giovanni Raccichini, Manolis Tsiknakis

Comput. Vis. Image Underst., 2016

A computational platform for continuous seizure anticipation, monitoring and clinical evaluation.

Giorgos A. Giannakakis, Matthew Pediaditis, George Stavrinidis, George Konstantinidis, Vangelis Kritsotakis, Vassilios D. Tsakanikas, Michael Ligerakis, Vangelis Sakkalis, Pelagia Vorgia, Manolis Tsiknakis

Proceedings of the pHealth 2016, 2016

Estimating normal and abnormal activities using smartphones.

Charikleia Chatzaki, Matthew Pediaditis, George Vavoulas, Manolis Tsiknakis

Proceedings of the pHealth 2016, 2016

Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text.

Anastasia Pampouchidou, Olympia Simantiraki, Amir Fazlollahi, Matthew Pediaditis, Dimitris Manousos, Alexandros Roniotis, Giorgos A. Giannakakis, Fabrice Mériaudeau, Panagiotis G. Simos, Kostas Marias, Fan Yang, Manolis Tsiknakis

Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

The MobiAct Dataset: Recognition of Activities of Daily Living using Smartphones.

George Vavoulas, Charikleia Chatzaki, Thodoris Malliotakis, Matthew Pediaditis, Manolis Tsiknakis

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.

Charikleia Chatzaki, Matthew Pediaditis, George Vavoulas, Manolis Tsiknakis

Proceedings of the Information and Communication Technologies for Ageing Well and e-Health, 2016

2015

Semeoticons - reading the face code of cardio-metabolic risk.

Sara Colantonio, Danila Germanese, Davide Moroni, Daniela Giorgi, Maria Antonietta Pascali, Marco Righi, Giuseppe Coppini, Maria-Aurora Morales, Franco Chiarugi, Matthew Pediaditis, Marcus Larsson, Tomas Strömberg, Pedro Henríquez, Bogdan J. Matuszewski, Matijia Milanic, Lise Randeberg

Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015

Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment.

Yasmina Andreu Cabedo, Pedro Castellano, Sara Colantonio, Giuseppe Coppini, Riccardo Favilla, Danila Germanese, Giorgos A. Giannakakis, Daniela Giorgi, Marcus Larsson, Paolo Marraccini, Massimo Martinelli, Bogdan J. Matuszewski, Matijia Milanic, Maria Antonietta Pascali, Matthew Pediaditis, Giovanni Raccichini, Lise Randeberg, Ovidio Salvetti, Tomas Strömberg

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Extraction of facial features as indicators of stress and anxiety.

Matthew Pediaditis, Giorgos A. Giannakakis, Franco Chiarugi, Dimitris Manousos, Anastasia Pampouchidou, Eirini Christinaki, Galateia Iatraki, Eleni Kazantzaki, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis

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.

George Vavoulas, Matthew Pediaditis, Charikleia Chatzaki, Emmanouil Spanakis, Manolis Tsiknakis

Int. J. Monit. Surveillance Technol. Res., 2014

Contactless detection of facial signs related to stress: A preliminary study.

Dimitris Manousos, Galateia Iatraki, Eirini Christinaki, Matthew Pediaditis, Franco Chiarugi, Manolis Tsiknakis, Kostas Marias

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.

Eirini Christinaki, Giorgos A. Giannakakis, Franco Chiarugi, Matthew Pediaditis, Galateia Iatraki, Dimitris Manousos, Kostas Marias, Manolis Tsiknakis

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.

Franco Chiarugi, Galateia Iatraki, Eirini Christinaki, Dimitris Manousos, Giorgos A. Giannakakis, Matthew Pediaditis, Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis

Proceedings of the HEALTHINF 2014, 2014

2013

Absence seizure epilepsy detection using linear and nonlinear eeg analysis methods.

Vangelis Sakkalis, Giorgos A. Giannakakis, Christina Farmaki, Abdou Mousas, Matthew Pediaditis, Pelagia Vorgia, Manolis Tsiknakis

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.

Giorgos A. Giannakakis, Vangelis Sakkalis, Matthew Pediaditis, Christina Farmaki, Pelagia Vorgia, Manolis Tsiknakis

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.

George Vavoulas, Matthew Pediaditis, Emmanouil Spanakis, Manolis Tsiknakis

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.

Franco Chiarugi, Eirini Christinaki, Sara Colantonio, Giuseppe Coppini, Paolo Marraccini, Matthew Pediaditis, Ovidio Salvetti, Manolis Tsiknakis

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.

Matthew Pediaditis, Manolis Tsiknakis, Norbert Leitgeb

Comput. Methods Programs Biomed., 2012

Exploiting advanced video analysis technologies for a smart home monitoring platform for epileptic patients: Technological and legal preconditions.

Matthew Pediaditis, Manolis Tsiknakis, Vangelis Kritsotakis, Spyridon Voutoufianakis, Magdalena Góralczyk, Pelagia Vorgia

Proceedings of the 2012 International Conference on Telecommunications and Multimedia, 2012

Vision-based absence seizure detection.

Matthew Pediaditis, Manolis Tsiknakis, Lefteris Koumakis, Marianna Karachaliou, Spyridon Voutoufianakis, Pelagia Vorgia

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012