Matthew Pediaditis

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Manolis TsiknakisDept. of Electrical & Computer Engineering, Hellenic Mediterranean University, GreeceVerified email at hmu.gr
Kostas MariasDept. of Electrical & Computer Engineering, Hellenic Mediterranean University, GreeceVerified email at hmu.gr
Giorgos GiannakakisInstitute of Computer Science, Foundation for Research and Technology HellasVerified email at ics.forth.gr
Panagiotis Simos, Ph.DProfessor of Developmental Neuropsychology, School of Medicine, University of Crete; Institute ofVerified email at uoc.gr
Dimitris ManousosSoftware EngineerVerified email at ics.forth.gr
Anastasia Pampouchidou, PhDHellenic Mediterranean UniversityVerified email at hmu.gr
Vangelis SakkalisResearch DirectorVerified email at ics.forth.gr
Fan YangUniversité de BourgogneVerified email at u-bourgogne.fr
Fabrice MeriaudeauFull professor,Université de BourgogneVerified email at u-bourgogne.fr
Chariklia ChatzakiM.Sc., PhD Candidate, Research Associate at Hellenic Mediterranean UniversityVerified email at hmu.gr
Emmanouil G. Spanakis, Manolis Spa...Collaborating Researcher, Computational BioMedicine Laboratory (CBML), Institute of Computer ScienceVerified email at ics.forth.gr
Eirini ChristinakiPostdoctoral Researcher, KU LeuvenVerified email at kuleuven.be
Olympia SimantirakiMarie Curie Fellow at University of Basque CountryVerified email at ehu.eus
Sara ColantonioISTI-CNRVerified email at isti.cnr.it
Stelios SfakianakisComputational BioMedicine Laboratory, Institute of Computer Science, FORTHVerified email at ics.forth.gr
Amir FazlollahiResearch Fellow, Queensland Brain Institute, University of QueenslandVerified email at uq.edu.au
Yasmina AndreuUniversity of ManchesterVerified email at uji.es
Bogdan J. MatuszewskiUniversity of Central LancashireVerified email at uclan.ac.uk
Maria Antonietta PascaliInstitute of Information Science and Technologies - ISTI CNR PisaVerified email at isti.cnr.it
Daniela GiorgiConsiglio Nazionale delle RicercheVerified email at cnr.it

Matthew Pediaditis

Collaborating Researcher, Foundation for Research and Technology - Hellas

Verified email at ics.forth.gr

AI in Healthcare Computer Vision Abnormal Event Prediction Human Activity Recognition


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Stress and anxiety detection using facial cues from videos G Giannakakis, M Pediaditis, D Manousos, E Kazantzaki, F Chiarugi, ... Biomedical Signal Processing and Control 31, 89-101, 2017	228	2017
The MobiAct dataset: Recognition of activities of daily living using smartphones. G Vavoulas, C Chatzaki, T Malliotakis, M Pediaditis, M Tsiknakis ICT4AgeingWell, 143-151, 2016	209	2016
Automatic assessment of depression based on visual cues: A systematic review A Pampouchidou, PG Simos, K Marias, F Meriaudeau, F Yang, ... IEEE Transactions on Affective Computing 10 (4), 445-470, 2017	141	2017
The MobiFall dataset: An initial evaluation of fall detection algorithms using smartphones G Vavoulas, M Pediaditis, EG Spanakis, M Tsiknakis 13th IEEE International Conference on BioInformatics and BioEngineering, 1-4, 2013	112	2013
Depression assessment by fusing high and low level features from audio, video, and text A Pampouchidou, O Simantiraki, A Fazlollahi, M Pediaditis, D Manousos, ... Proceedings of the 6th international workshop on audio/visual emotion …, 2016	93	2016
The mobifall dataset: Fall detection and classification with a smartphone G Vavoulas, M Pediaditis, C Chatzaki, EG Spanakis, M Tsiknakis International Journal of Monitoring and Surveillance Technologies Research …, 2014	87	2014
Human daily activity and fall recognition using a smartphone’s acceleration sensor C Chatzaki, M Pediaditis, G Vavoulas, M Tsiknakis Information and Communication Technologies for Ageing Well and e-Health …, 2017	85	2017
Fetal exposure to low frequency electric and magnetic fields R Cech, N Leitgeb, M Pediaditis Physics in Medicine & Biology 52 (4), 879, 2007	76	2007
Wize Mirror-a smart, multisensory cardio-metabolic risk monitoring system Y Andreu, F Chiarugi, S Colantonio, G Giannakakis, D Giorgi, ... Computer Vision and Image Understanding 148, 3-22, 2016	71	2016
Methods for seizure detection and prediction: an overview G Giannakakis, V Sakkalis, M Pediaditis, M Tsiknakis Modern Electroencephalographic Assessment Techniques: Theory and …, 2015	70	2015
Vision-based motion detection, analysis and recognition of epileptic seizures—a systematic review M Pediaditis, M Tsiknakis, N Leitgeb Computer methods and programs in biomedicine 108 (3), 1133-1148, 2012	63	2012
Facial geometry and speech analysis for depression detection A Pampouchidou, O Simantiraki, CM Vazakopoulou, C Chatzaki, ... 2017 39th Annual International Conference of the IEEE Engineering in …, 2017	53	2017
Mirror mirror on the wall... an unobtrusive intelligent multisensory mirror for well-being status self-assessment and visualization P Henriquez, BJ Matuszewski, Y Andreu-Cabedo, L Bastiani, ... IEEE transactions on multimedia 19 (7), 1467-1481, 2017	41	2017
RF-EMF exposure of fetus and mother during magnetic resonance imaging M Pediaditis, N Leitgeb, R Cech Physics in Medicine & Biology 53 (24), 7187, 2008	36	2008
Comparison of blind source separation algorithms for optical heart rate monitoring E Christinaki, G Giannakakis, F Chiarugi, M Pediaditis, G Iatraki, ... 2014 4th International Conference on Wireless Mobile Communication and …, 2014	33	2014
Absence seizure epilepsy detection using linear and nonlinear EEG analysis methods V Sakkalis, G Giannakakis, C Farmaki, A Mousas, M Pediaditis, P Vorgia, ... 2013 35th Annual International Conference of the IEEE Engineering in …, 2013	33	2013
Extraction of facial features as indicators of stress and anxiety M Pediaditis, G Giannakakis, F Chiarugi, D Manousos, A Pampouchidou, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015	30	2015
Current densities in a pregnant woman model induced by simultaneous ELF electric and magnetic field exposure R Cech, N Leitgeb, M Pediaditis Physics in Medicine & Biology 53 (1), 177, 2007	23	2007
Quantitative comparison of motion history image variants for video-based depression assessment A Pampouchidou, M Pediaditis, A Maridaki, M Awais, CM Vazakopoulou, ... EURASIP Journal on Image and Video Processing 2017, 1-11, 2017	20	2017
An approach to absence epileptic seizures detection using approximate entropy G Giannakakis, V Sakkalis, M Pediaditis, C Farmaki, P Vorgia, ... 2013 35th Annual International Conference of the IEEE Engineering in …, 2013	17	2013

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