DI Fotiadis

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Lampros Michalisprofessor of cardiology, university of ioanninaVerified email at uoi.gr
Themis ExarchosDept. of Informatics, Ionian UniversityVerified email at ionio.gr
Antonis SakellariosAssistant professor of Biomedical Engineering, University of PatrasVerified email at upatras.gr
George RigasUniversity of IoanninaVerified email at cs.uoi.gr
Katerina K. NakaProfessor of Cardiology, 2nd Department of Cardiology, Faculty of Medicine, School of HealthVerified email at uoi.gr
Aristidis LikasProfessor, Computer Science & Engineering, University of Ioannina, GreeceVerified email at cs.uoi.gr
Michail PapafaklisUniversity of Patras and Brigham & Women's Hospital, Harvard Medical SchoolVerified email at partners.org
Vasileios C. PezoulasElectrical & Computer Engineer, MSc, PhD, University of IoanninaVerified email at uoi.gr
Christos BourantasProfessor of Cardiology, Consultant CardiologistVerified email at bartshealth.nhs.uk
Panagiotis SiogkasPhd in Biomedical Engineering, University of IoanninaVerified email at uoi.gr
Spiros KonitsiotisProfessor of Neurology, Faculty of Medicine, School of Health Sciences, University ofVerified email at uoi.gr
Costas PapaloukasUniversity of IoanninaVerified email at uoi.gr
Evanthia E. TripolitiUniversity of Ioannina, Unit of Medical Technology and Intelligent Information SystemsVerified email at gni-hatzikosta.gr
Vasilios ProtopappasUniversity of IoanninaVerified email at ostracon.gr
Konstadina KourouUnit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTHVerified email at uoi.gr
Christos MassalasProfessor Emeritus at the Dept. of Materials, Science and Engineering, University of IoanninaVerified email at uoi.gr
Demosthenes PolyzosDepartment of Mechanical Engineering & Aeronautics, University of PatrasVerified email at mech.upatras.gr
Konstantinos P. ExarchosPost-doc Researcher, University of Ioannina; Research Assistant, FORTH Biomedical Research InstituteVerified email at cc.uoi.gr
Eleni I. GeorgaUniversity of Ioannina, GreeceVerified email at uoi.gr
Athanasios G. TzioufasProfessor of Rheumatology, Medical School, National and Kapodistrian University of AthensVerified email at med.uoa.gr

DI Fotiadis

Unit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTH

Verified email at cc.uoi.gr

Biomedical Engineering Wearable Devices Modelling of Biological Systems Bioimaging Bioinformatics


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Machine learning applications in cancer prognosis and prediction K Kourou, TP Exarchos, KP Exarchos, MV Karamouzis, DI Fotiadis Computational and structural biotechnology journal 13, 8-17, 2015	3597	2015
Artificial neural networks for solving ordinary and partial differential equations IE Lagaris, A Likas, DI Fotiadis IEEE transactions on neural networks 9 (5), 987-1000, 1998	2750	1998
Epileptic seizure detection in EEGs using time–frequency analysis AT Tzallas, MG Tsipouras, DI Fotiadis IEEE transactions on information technology in biomedicine 13 (5), 703-710, 2009	924	2009
A long short-term memory deep learning network for the prediction of epileptic seizures using EEG signals ΚΜ Tsiouris, VC Pezoulas, M Zervakis, S Konitsiotis, DD Koutsouris, ... Computers in biology and medicine 99, 24-37, 2018	584	2018
Automatic seizure detection based on time‐frequency analysis and artificial neural networks AT Tzallas, MG Tsipouras, DI Fotiadis Computational intelligence and neuroscience 2007 (1), 080510, 2007	579	2007
Toward emotion recognition in car-racing drivers: A biosignal processing approach CD Katsis, N Katertsidis, G Ganiatsas, DI Fotiadis IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 2008	470	2008
Hydrodynamics of magnetic drug targeting PA Voltairas, DI Fotiadis, LK Michalis Journal of biomechanics 35 (6), 813-821, 2002	381	2002
An arrhythmia classification system based on the RR-interval signal MG Tsipouras, DI Fotiadis, D Sideris Artificial intelligence in medicine 33 (3), 237-250, 2005	321	2005
Flow phenomena in chemical vapor deposition of thin films KF Jensen, EO Einset, DI Fotiadis Annual review of fluid mechanics 23 (1), 197-232, 1991	282	1991
Assessment of tremor activity in the Parkinson’s disease using a set of wearable sensors G Rigas, AT Tzallas, MG Tsipouras, P Bougia, EE Tripoliti, D Baga, ... IEEE Transactions on Information Technology in Biomedicine 16 (3), 478-487, 2012	277	2012
Heart failure: diagnosis, severity estimation and prediction of adverse events through machine learning techniques EE Tripoliti, TG Papadopoulos, GS Karanasiou, KK Naka, DI Fotiadis Computational and structural biotechnology journal 15, 26-47, 2017	271	2017
Transport phenomena in vertical reactors for metalorganic vapor phase epitaxy: I. Effects of heat transfer characteristics, reactor geometry, and operating conditions DI Fotiadis, S Kieda, KF Jensen Journal of crystal growth 102 (3), 441-470, 1990	253	1990
Automated diagnosis of coronary artery disease based on data mining and fuzzy modeling MG Tsipouras, TP Exarchos, DI Fotiadis, AP Kotsia, KV Vakalis, KK Naka, ... IEEE Transactions on information technology in biomedicine 12 (4), 447-458, 2008	249	2008
Automatic detection of freezing of gait events in patients with Parkinson's disease EE Tripoliti, AT Tzallas, MG Tsipouras, G Rigas, P Bougia, M Leontiou, ... Computer methods and programs in biomedicine 110 (1), 12-26, 2013	237	2013
Multivariate prediction of subcutaneous glucose concentration in type 1 diabetes patients based on support vector regression EI Georga, VC Protopappas, D Ardigo, M Marina, I Zavaroni, D Polyzos, ... IEEE journal of biomedical and health informatics 17 (1), 71-81, 2012	233	2012
Deep learning for diabetic retinopathy detection and classification based on fundus images: A review N Tsiknakis, D Theodoropoulos, G Manikis, E Ktistakis, O Boutsora, ... Computers in biology and medicine 135, 104599, 2021	226	2021
Characterization of clustered microcalcifications in digitized mammograms using neural networks and support vector machines A Papadopoulos, DI Fotiadis, A Likas Artificial intelligence in medicine 34 (2), 141-150, 2005	207	2005
Review of eye tracking metrics involved in emotional and cognitive processes V Skaramagkas, G Giannakakis, E Ktistakis, D Manousos, I Karatzanis, ... IEEE Reviews in Biomedical Engineering 16, 260-277, 2021	205	2021
Artificial neural network methods in quantum mechanics IE Lagaris, A Likas, DI Fotiadis Computer Physics Communications 104 (1-3), 1-14, 1997	203	1997
PERFORM: a system for monitoring, assessment and management of patients with Parkinson's disease AT Tzallas, MG Tsipouras, G Rigas, DG Tsalikakis, EC Karvounis, ... Sensors 14 (11), 21329-21357, 2014	196	2014

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