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Matthew Pediaditis

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2020 – today

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2023
[c30]
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Nikolaos Haliasos, Matthew Pediaditis, Dimitrios Giakoumettis, Cleanthe Spanaki, Antonis Vakis, Vangelis Sakkalis:
Predicting impact of Deep Brain Stimulation on Non-motor symptoms of Parkinson's disease. EMBC 2023: 1-4
2022
[c29]
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Maria Samara, Cristina Farmaki, Nikolaos Zacharioudakis, Matthew Pediaditis, Myrto Krana, Vangelis Sakkalis:
Comparison between dry and wet EEG electrodes in an SSVEP-based BCI for robot navigation. BIBE 2022: 333-338
[c28]
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Cristina Farmaki, Nikolaos Zacharioudakis, Matthew Pediaditis, Myrto Krana, Vangelis Sakkalis:
Application of dry EEG electrodes on low-cost SSVEP-based BCI for robot navigation. IST 2022: 1-6
[c27]
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Matthew Pediaditis, Cristina Farmaki, Sophia Schiza, Nikolaos Tzanakis, Emmanouil Galanakis, Vangelis Sakkalis:
Contactless respiratory rate estimation from video in a real-life clinical environment using Eulerian magnification and 3D CNNs. IST 2022: 1-6
[i1]
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Cristina Farmaki, Matthew Pediaditis, Vangelis Sakkalis:
Interfacing Brain with Assistive Devices and Reality . ERCIM News 2022(130) (2022)
2021
[c26]
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Marios Antonakakis, Konstantinos Politof, Georgios A. Klados, Glykeria Sdoukopoulou, Sophia Schiza, Maria Papadogiorgaki, Christina Farmaki, Matthew Pediaditis, Michalis E. Zervakis, Vangelis Sakkalis:
A New Multi-Feature Classification Scheme for Normal and Abnormal Respiratory Sounds Discrimination. BIBE 2021: 1-6
[c25]
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Myrto Krana, Cristina Farmaki, Matthew Pediaditis, Vangelis Sakkalis:
SSVEP based Wheelchair Navigation in Outdoor Environments^*. EMBC 2021: 6424-6427
[c24]
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Matthew Pediaditis, Emmanouil Spanakis, Giannis Zacharakis, Vangelis Sakkalis:
Cuff-less blood pressure estimation using wrist photoplethysmography. EMBC 2021: 7356-7359
2020
[j8]
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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:
Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation. Mach. Vis. Appl. 31(4): 30 (2020)
[c23]
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Matthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Peter Hilfiker, Thomas Grunwald, Marcellina Häberlin, Lukas L. Imbach, Carl Muroi, Christian Strässle, Emanuela Keller, Maria Gabrani:
Machine Learning Techniques for Personalized Detection of Epileptic Events in Clinical Video Recordings. AMIA 2020
[c22]
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Matthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Maria Gabrani:
Personalized Assessment of Arousal and Valence from Videos. ICHI 2020: 1-8

2010 – 2019

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2019
[j7]
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Anastasia Pampouchidou, Panagiotis G. Simos, Kostas Marias, Fabrice Mériaudeau, Fan Yang, Matthew Pediaditis, Manolis Tsiknakis:
Automatic Assessment of Depression Based on Visual Cues: A Systematic Review. IEEE Trans. Affect. Comput. 10(4): 445-470 (2019)
[c21]
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Cristina Farmaki, Myrto Krana, Matthew Pediaditis, Emmanouil Spanakis, Vangelis Sakkalis:
Single-Channel SSVEP-Based BCI for Robotic Car Navigation in Real World Conditions. BIBE 2019: 638-643
[c20]
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Vangelis Sakkalis, Matthew Pediaditis, Stelios Sfakianakis:
Towards an unobtrusive baby monitoring system for real-time detection of possibly hazardous situations^*. IST 2019: 1-6
2018
[c19]
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Pushpak Pati, Sonali Andani, Matthew Pediaditis, Matheus Palhares Viana, Jan Hendrik Rüschoff, Peter Wild, Maria Gabrani:
Deep positive-unlabeled learning for region of interest localization in breast tissue images. Digital Pathology 2018: 1058107
2017
[j6]
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Giorgos A. Giannakakis, Matthew Pediaditis, Dimitris Manousos, Eleni Kazantzaki, Franco Chiarugi, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis:
Stress and anxiety detection using facial cues from videos. Biomed. Signal Process. Control. 31: 89-101 (2017)
[j5]
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Anastasia Pampouchidou, Matthew Pediaditis, Anna Maridaki, Muhammad Awais, Calliope-Marina Vazakopoulou, Stelios Sfakianakis, Manolis Tsiknakis, Panagiotis G. Simos, Kostas Marias, Fan Yang, Fabrice Mériaudeau:
Quantitative comparison of motion history image variants for video-based depression assessment. EURASIP J. Image Video Process. 2017: 64 (2017)
[j4]
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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:
Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization. IEEE Trans. Multim. 19(7): 1467-1481 (2017)
[c18]
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Anastasia Pampouchidou, Olympia Simantiraki, Calliope-Marina Vazakopoulou, Charikleia Chatzaki, Matthew Pediaditis, Anna Maridaki, Kostas Marias, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau, Manolis Tsiknakis:
Facial geometry and speech analysis for depression detection. EMBC 2017: 1433-1436
2016
[j3]
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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:
Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system. Comput. Vis. Image Underst. 148: 3-22 (2016)
[c17]
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Charikleia Chatzaki, Matthew Pediaditis, George Vavoulas, Manolis Tsiknakis:
Human Daily Activity and Fall Recognition Using a Smartphone's Acceleration Sensor. ICT4AgeingWell (Selected Papers) 2016: 100-118
[c16]
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George Vavoulas, Charikleia Chatzaki, Thodoris Malliotakis, Matthew Pediaditis, Manolis Tsiknakis:
The MobiAct Dataset: Recognition of Activities of Daily Living using Smartphones. ICT4AgeingWell 2016: 143-151
[c15]
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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:
Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text. AVEC@ACM Multimedia 2016: 27-34
[c14]
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Giorgos A. Giannakakis, Matthew Pediaditis, George Stavrinidis, George Konstantinidis, Vangelis Kritsotakis, Vassilios D. Tsakanikas, Michael Ligerakis, Vangelis Sakkalis, Pelagia Vorgia, Manolis Tsiknakis:
A computational platform for continuous seizure anticipation, monitoring and clinical evaluation. pHealth 2016: 108-113
[c13]
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Charikleia Chatzaki, Matthew Pediaditis, George Vavoulas, Manolis Tsiknakis:
Estimating normal and abnormal activities using smartphones. pHealth 2016: 195-200
2015
[c12]
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Matthew Pediaditis, Giorgos A. Giannakakis, Franco Chiarugi, Dimitris Manousos, Anastasia Pampouchidou, Eirini Christinaki, Galateia Iatraki, Eleni Kazantzaki, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis:
Extraction of facial features as indicators of stress and anxiety. EMBC 2015: 3711-3714
[c11]
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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:
Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment. ICME 2015: 1-6
[c10]
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  - conf/muscle/ColantonioGMGPR15
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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:
Semeoticons - reading the face code of cardio-metabolic risk. IWCIM 2015: 1-5
2014
[j2]
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George Vavoulas, Matthew Pediaditis, Charikleia Chatzaki, Emmanouil Spanakis, Manolis Tsiknakis:
The MobiFall Dataset: Fall Detection and Classification with a Smartphone. Int. J. Monit. Surveillance Technol. Res. 2(1): 44-56 (2014)
[c9]
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Franco Chiarugi, Galateia Iatraki, Eirini Christinaki, Dimitris Manousos, Giorgos A. Giannakakis, Matthew Pediaditis, Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis:
Facial Signs and Psycho-physical Status Estimation for Well-being Assessment. HEALTHINF 2014: 555-562
[c8]
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Dimitris Manousos, Galateia Iatraki, Eirini Christinaki, Matthew Pediaditis, Franco Chiarugi, Manolis Tsiknakis, Kostas Marias:
Contactless detection of facial signs related to stress: A preliminary study. MobiHealth 2014: 335-338
[c7]
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Eirini Christinaki, Giorgos A. Giannakakis, Franco Chiarugi, Matthew Pediaditis, Galateia Iatraki, Dimitris Manousos, Kostas Marias, Manolis Tsiknakis:
Comparison of blind source separation algorithms for optical heart rate monitoring. MobiHealth 2014: 339-342
2013
[c6]
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Franco Chiarugi, Eirini Christinaki, Sara Colantonio, Giuseppe Coppini, Paolo Marraccini, Matthew Pediaditis, Ovidio Salvetti, Manolis Tsiknakis:
A virtual individual's model based on facial expression analysis: A non-intrusive approach for wellbeing monitoring and self-management. BIBE 2013: 1-4
[c5]
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George Vavoulas, Matthew Pediaditis, Emmanouil Spanakis, Manolis Tsiknakis:
The MobiFall dataset: An initial evaluation of fall detection algorithms using smartphones. BIBE 2013: 1-4
[c4]
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Giorgos A. Giannakakis, Vangelis Sakkalis, Matthew Pediaditis, Christina Farmaki, Pelagia Vorgia, Manolis Tsiknakis:
An approach to absence epileptic seizures detection using Approximate Entropy. EMBC 2013: 413-416
[c3]
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Vangelis Sakkalis, Giorgos A. Giannakakis, Christina Farmaki, Abdou Mousas, Matthew Pediaditis, Pelagia Vorgia, Manolis Tsiknakis:
Absence seizure epilepsy detection using linear and nonlinear eeg analysis methods. EMBC 2013: 6333-6336
2012
[j1]
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  - journals/cmpb/PediaditisTL12
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Matthew Pediaditis, Manolis Tsiknakis, Norbert Leitgeb:
Vision-based motion detection, analysis and recognition of epileptic seizures - A systematic review. Comput. Methods Programs Biomed. 108(3): 1133-1148 (2012)
[c2]
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Matthew Pediaditis, Manolis Tsiknakis, Lefteris Koumakis, Marianna Karachaliou, Spyridon Voutoufianakis, Pelagia Vorgia:
Vision-based absence seizure detection. EMBC 2012: 65-68
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Matthew Pediaditis, Manolis Tsiknakis, Vangelis Kritsotakis, Spyridon Voutoufianakis, Magdalena Góralczyk, Pelagia Vorgia:
Exploiting advanced video analysis technologies for a smart home monitoring platform for epileptic patients: Technological and legal preconditions. TEMU 2012: 202-207

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