| 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 | 3581 | 2015 |
| 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 |
| A methodology for the automated creation of fuzzy expert systems for ischaemic and arrhythmic beat classification based on a set of rules obtained by a decision tree TP Exarchos, MG Tsipouras, CP Exarchos, C Papaloukas, DI Fotiadis, ... Artificial Intelligence in medicine 40 (3), 187-200, 2007 | 182 | 2007 |
| Standardized evaluation methodology and reference database for evaluating IVUS image segmentation S Balocco, C Gatta, F Ciompi, A Wahle, P Radeva, S Carlier, G Unal, ... Computerized medical imaging and graphics 38 (2), 70-90, 2014 | 162 | 2014 |
| Methodology for fully automated segmentation and plaque characterization in intracoronary optical coherence tomography images LS Athanasiou, CV Bourantas, G Rigas, AI Sakellarios, TP Exarchos, ... Journal of biomedical optics 19 (2), 026009-026009, 2014 | 132 | 2014 |
| An association rule mining-based methodology for automated detection of ischemic ECG beats TP Exarchos, C Papaloukas, DI Fotiadis, LK Michalis IEEE transactions on biomedical engineering 53 (8), 1531-1540, 2006 | 130 | 2006 |
| Medical data quality assessment: On the development of an automated framework for medical data curation VC Pezoulas, KD Kourou, F Kalatzis, TP Exarchos, A Venetsanopoulou, ... Computers in biology and medicine 107, 270-283, 2019 | 107 | 2019 |
| EEG transient event detection and classification using association rules TP Exarchos, AT Tzallas, DI Fotiadis, S Konitsiotis, S Giannopoulos IEEE Transactions on Information Technology in Biomedicine 10 (3), 451-457, 2006 | 107 | 2006 |
| A two-stage method for MUAP classification based on EMG decomposition CD Katsis, TP Exarchos, C Papaloukas, Y Goletsis, DI Fotiadis, I Sarmas Computers in Biology and Medicine 37 (9), 1232-1240, 2007 | 106 | 2007 |
| Applied machine learning in cancer research: A systematic review for patient diagnosis, classification and prognosis K Kourou, KP Exarchos, C Papaloukas, P Sakaloglou, T Exarchos, ... Computational and Structural Biotechnology Journal 19, 5546-5555, 2021 | 100 | 2021 |
| Data mining for blood glucose prediction and knowledge discovery in diabetic patients: The METABO diabetes modeling and management system E Georga, V Protopappas, A Guillen, G Fico, D Ardigo, MT Arredondo, ... 2009 annual international conference of the IEEE engineering in medicine and …, 2009 | 85 | 2009 |
| Primary Sjögren’s syndrome of early and late onset: distinct clinical phenotypes and lymphoma development AV Goules, OD Argyropoulou, VC Pezoulas, L Chatzis, E Critselis, ... Frontiers in immunology 11, 594096, 2020 | 84 | 2020 |
| A two-stage methodology for sequence classification based on sequential pattern mining and optimization TP Exarchos, MG Tsipouras, C Papaloukas, DI Fotiadis Data & Knowledge Engineering 66 (3), 467-487, 2008 | 73 | 2008 |
| 3D reconstruction of coronary arteries using frequency domain optical coherence tomography images and biplane angiography LS Athanasiou, CV Bourantas, PK Siogkas, AI Sakellarios, TP Exarchos, ... 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 67 | 2012 |
| Patient-specific computational modeling of subendothelial LDL accumulation in a stenosed right coronary artery: effect of hemodynamic and biological factors AI Sakellarios, MI Papafaklis, P Siogkas, LS Athanasiou, TP Exarchos, ... American Journal of Physiology-Heart and Circulatory Physiology 304 (11 …, 2013 | 58 | 2013 |
| Digital biomarker‐based individualized prognosis for people at risk of dementia M Buegler, RL Harms, M Balasa, IB Meier, T Exarchos, L Rai, R Boyle, ... Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring 12 (1 …, 2020 | 57 | 2020 |
| 3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images VI Kigka, G Rigas, A Sakellarios, P Siogkas, IO Andrikos, TP Exarchos, ... Biomedical Signal Processing and Control 40, 286-294, 2018 | 55 | 2018 |
| Mining sequential patterns for protein fold recognition TP Exarchos, C Papaloukas, C Lampros, DI Fotiadis Journal of Biomedical Informatics 41 (1), 165-179, 2008 | 54 | 2008 |
| Three-dimensional reconstruction of coronary arteries and plaque morphology using CT angiography–comparison and registration with IVUS L Athanasiou, G Rigas, AI Sakellarios, TP Exarchos, PK Siogkas, ... BMC medical imaging 16, 1-13, 2016 | 53 | 2016 |
| Patient-specific prediction of coronary plaque growth from CTA angiography: a multiscale model for plaque formation and progression O Parodi, TP Exarchos, P Marraccini, F Vozzi, Z Milosevic, D Nikolic, ... Ieee Transactions on Information Technology in Biomedicine 16 (5), 952-965, 2012 | 53 | 2012 |
