| Machine learning and data mining methods in diabetes research I Kavakiotis, O Tsave, A Salifoglou, N Maglaveras, I Vlahavas, ... Computational and structural biotechnology journal 15, 104-116, 2017 | 1487 | 2017 |
| Hybrid image segmentation using watersheds and fast region merging K Haris, SN Efstratiadis, N Maglaveras, AK Katsaggelos IEEE Transactions on image processing 7 (12), 1684-1699, 1998 | 1167 | 1998 |
| Monitoring sleepiness with on-board electrophysiological recordings for preventing sleep-deprived traffic accidents C Papadelis, Z Chen, C Kourtidou-Papadeli, PD Bamidis, I Chouvarda, ... Clinical Neurophysiology 118 (9), 1906-1922, 2007 | 368 | 2007 |
| ECG pattern recognition and classification using non-linear transformations and neural networks: A review N Maglaveras, T Stamkopoulos, K Diamantaras, C Pappas, M Strintzis International journal of medical informatics 52 (1-3), 191-208, 1998 | 343 | 1998 |
| Α respiratory sound database for the development of automated classification BM Rocha, D Filos, L Mendes, I Vogiatzis, E Perantoni, E Kaimakamis, ... Precision Medicine Powered by pHealth and Connected Health: ICBHI 2017 …, 2018 | 296 | 2018 |
| Automated atrial fibrillation detection using a hybrid CNN-LSTM network on imbalanced ECG datasets G Petmezas, K Haris, L Stefanopoulos, V Kilintzis, A Tzavelis, JA Rogers, ... Biomedical Signal Processing and Control 63, 102194, 2021 | 273 | 2021 |
| An open access database for the evaluation of respiratory sound classification algorithms BM Rocha, D Filos, L Mendes, G Serbes, S Ulukaya, YP Kahya, ... Physiological measurement 40 (3), 035001, 2019 | 261 | 2019 |
| ECG analysis using nonlinear PCA neural networks for ischemia detection T Stamkopoulos, K Diamantaras, N Maglaveras, M Strintzis IEEE Transactions on Signal Processing 46 (11), 3058-3067, 1998 | 235 | 1998 |
| An adaptive backpropagation neural network for real-time ischemia episodes detection: development and performance analysis using the European ST-T database N Maglaveras, T Stamkopoulos, C Pappas, MG Strintzis IEEE Transactions on Biomedical Engineering 45 (7), 805-813, 1998 | 179 | 1998 |
| Model-based morphological segmentation and labeling of coronary angiograms K Haris, SN Efstratiadis, N Maglaveras, C Pappas, J Gourassas, ... IEEE Transactions on Medical Imaging 18 (10), 1003-1015, 1999 | 158 | 1999 |
| Mining association rules from clinical databases: an intelligent diagnostic process in healthcare S Stilou, PD Bamidis, N Maglaveras, C Pappas Studies in health technology and informatics, 1399-1403, 2001 | 149 | 2001 |
| EEG and HRV markers of sleepiness and loss of control during car driving E Michail, A Kokonozi, I Chouvarda, N Maglaveras 2008 30th Annual International Conference of the IEEE Engineering in …, 2008 | 148 | 2008 |
| Clusters of ineffective efforts during mechanical ventilation: impact on outcome K Vaporidi, D Babalis, A Chytas, E Lilitsis, E Kondili, V Amargianitakis, ... Intensive care medicine 43, 184-191, 2017 | 144 | 2017 |
| Indicators of sleepiness in an ambulatory EEG study of night driving C Papadelis, C Kourtidou-Papadeli, PD Bamidis, I Chouvarda, ... 2006 international conference of the IEEE engineering in medicine and …, 2006 | 139 | 2006 |
| Home care delivery through the mobile telecommunications platform: the Citizen Health System (CHS) perspective V Koutkias, I Chouvarda, DG Goulis, A Avramides, D Adamidis, ... International journal of medical informatics 68 (1-3), 99-111, 2002 | 133 | 2002 |
| Connected health and integrated care: Toward new models for chronic disease management IG Chouvarda, DG Goulis, I Lambrinoudaki, N Maglaveras Maturitas 82 (1), 22-27, 2015 | 118 | 2015 |
| The Healthgrid white paper V Breton, K Dean, T Solomonides Healthgrid 2005, 249-318, 2005 | 113 | 2005 |
| A novel active contour model for fully automated segmentation of intravascular ultrasound images: in vivo validation in human coronary arteries GD Giannoglou, YS Chatzizisis, V Koutkias, I Kompatsiaris, ... Computers in biology and medicine 37 (9), 1292-1302, 2007 | 109 | 2007 |
| Automated lung sound classification using a hybrid CNN-LSTM network and focal loss function G Petmezas, GA Cheimariotis, L Stefanopoulos, B Rocha, RP Paiva, ... Sensors 22 (3), 1232, 2022 | 107 | 2022 |
| A pervasive health system integrating patient monitoring, status logging, and social sharing AK Triantafyllidis, VG Koutkias, I Chouvarda, N Maglaveras IEEE journal of biomedical and health informatics 17 (1), 30-37, 2012 | 105 | 2012 |
