| Unsupervised time-series clustering of left atrial strain for cardiovascular risk assessment E Ntalianis, F Sabovčik, N Cauwenberghs, D Kouznetsov, Y Daels, ... Journal of the American Society of Echocardiography 36 (7), 778-787, 2023 | 13 | 2023 |
| Deep CNN Sparse Coding for Real Time Inhaler Sounds Classification V Ntalianis, ND Fakotakis, S Nousias, AS Lalos, M Birbas, EI Zacharaki, ... Sensors 20 (8), 2363, 2020 | 12 | 2020 |
| Improving predictive performance in incident heart failure using machine learning and multi-center data F Sabovčik, E Ntalianis, N Cauwenberghs, T Kuznetsova Frontiers in Cardiovascular Medicine 9, 1011071, 2022 | 7 | 2022 |
| Assessment of medication adherence in respiratory diseases through deep sparse convolutional coding V Ntalianis, S Nousias, AS Lalos, M Birbas, N Tsafas, K Moustakas 2019 24th IEEE International Conference on Emerging Technologies and Factory …, 2019 | 7 | 2019 |
| Integrative Interpretation of Cardiopulmonary Exercise Tests for Cardiovascular Outcome Prediction: A Machine Learning Approach N Cauwenberghs, J Sente, H Van Criekinge, F Sabovčik, E Ntalianis, ... Diagnostics 13 (12), 2051, 2023 | 6 | 2023 |
| Feature-based clustering of the left ventricular strain curve for cardiovascular risk stratification in the general population E Ntalianis, N Cauwenberghs, F Sabovčik, E Santana, F Haddad, P Claus, ... Frontiers in Cardiovascular Medicine 10, 1263301, 2023 | 3 | 2023 |
| Cardiorespiratory fitness components in relation to clinical characteristics, disease state and medication intake: a patient registry study N Cauwenberghs, J Sente, F Sabovčik, E Ntalianis, K Hedman, J Claes, ... Clinical Physiology and Functional Imaging 43 (6), 441-452, 2023 | 3 | 2023 |
| Improving cardiovascular risk stratification through multivariate time-series analysis of cardiopulmonary exercise test data E Ntalianis, N Cauwenberghs, F Sabovčik, E Santana, F Haddad, J Claes, ... iScience 27 (9), 2024 | 1 | 2024 |
| Serum proteomic profiling of carotid atherosclerosis: a population outcome study N Cauwenberghs, A Verheyen, F Sabovcik, E Ntalianis, J Brguljan, ... Journal of Hypertension 41 (Suppl 3), e99-e100, 2023 | | 2023 |
| FEATURE-BASED CLUSTERING OF LEFT VENTRICULAR STRAIN CURVE FOR RISK STRATIFICATION IN GENERAL POPULATION E Ntalianis, F Sabovcik, N Cauwenberghs, T Kuznetsova Journal of Hypertension 41 (Suppl 3), e4, 2023 | | 2023 |
| Time series clustering of left atrial strain curves for risk stratification in the general population E Ntalianis, F Sabovcik, Y Daels, N Couwenberghs, T Kuznetsova Journal of Hypertension 40 (1), e4-e5, 2022 | | 2022 |
