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 | 3306 | 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 | 2467 | 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 | 886 | 2009 |
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 | 566 | 2007 |
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 | 536 | 2018 |
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 | 464 | 2008 |
Hydrodynamics of magnetic drug targeting PA Voltairas, DI Fotiadis, LK Michalis Journal of biomechanics 35 (6), 813-821, 2002 | 375 | 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 | 316 | 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 | 280 | 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 | 267 | 2012 |
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 |
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 | 248 | 2017 |
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 | 245 | 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 | 228 | 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 | 214 | 2012 |
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 | 206 | 2005 |
Artificial neural network methods in quantum mechanics IE Lagaris, A Likas, DI Fotiadis Computer Physics Communications 104 (1-3), 1-14, 1997 | 195 | 1997 |
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 | 188 | 2021 |
Guided ultrasound wave propagation in intact and healing long bones VC Protopappas, DI Fotiadis, KN Malizos Ultrasound in medicine & biology 32 (5), 693-708, 2006 | 188 | 2006 |
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 | 185 | 2014 |