| Computational cost improvement of neural network models in black box nonlinear system identification HMR Ugalde, JC Carmona, J Reyes-Reyes, VM Alvarado, J Mantilla Neurocomputing 166, 96-108, 2015 | 57 | 2015 |
| Preventing falls: the use of machine learning for the prediction of future falls in individuals without history of fall I Bargiotas, D Wang, J Mantilla, F Quijoux, A Moreau, C Vidal, R Barrois, ... Journal of neurology 270 (2), 618-631, 2023 | 32 | 2023 |
| Template-DTW based on inertial signals: Preliminary results for step characterization J Mantilla, L Oudre, R Barrois, A Vienne, D Ricard 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 10 | 2017 |
| Classification of LV wall motion in cardiac MRI using kernel Dictionary Learning with a parametric approach J Mantilla, J Paredes, JJ Bellanger, E Donal, C Leclercq, R Medina, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 9 | 2015 |
| Machine learning techniques for LV wall motion classification based on spatio-temporal profiles from cardiac cine MRI J Mantilla, M Garreau, JJ Bellanger, JL Paredes 2013 12th International Conference on Machine Learning and Applications 1 …, 2013 | 9 | 2013 |
| Left ventricle segmentation and motion analysis in multislice computerized tomography A Bravo, J Mantilla, J Clemente, M Vera Biomedical image analysis and machine learning technologies: applications …, 2010 | 8 | 2010 |
| Discriminative dictionary learning for local LV wall motion classification in cardiac MRI JJ Mantilla, JL Paredes, JJ Bellanger, E Donal, C Leclercq, M Garreau Expert systems with applications 129, 286-295, 2019 | 7 | 2019 |
| An opinion paper on the maintenance of robustness: towards a multimodal and intergenerational approach using digital twins PP Vidal, A Vienne‐Jumeau, A Moreau, C Vidal, D Wang, J Audiffren, ... Aging Medicine 3 (3), 188-194, 2020 | 6 | 2020 |
| Detection of fibrosis in late gadolinium enhancement cardiac MRI using kernel dictionary learning-based clustering J Mantilla, JL Paredes, JJ Bellanger, J Betancur, F Schnell, C Leclercq, ... 2015 Computing in Cardiology Conference (CinC), 357-360, 2015 | 6 | 2015 |
| Motor style at rest and during locomotion in humans J Mantilla, D Wang, I Bargiotas, J Wang, J Cao, L Oudre, PP Vidal Journal of Neurophysiology 123 (6), 2269-2284, 2020 | 5 | 2020 |
| A 3-D multi-modality image framework for left ventricle motion analysis J Mantilla, A Bravo, R Medina 2008 International Machine Vision and Image Processing Conference, 130-135, 2008 | 3 | 2008 |
| SVM-based classification of LV wall motion in cardiac MRI with the assessment of STE J Mantilla, M Garreau, JJ Bellanger, JL Paredes 10th International Symposium on Medical Information Processing and Analysis …, 2015 | 2 | 2015 |
| Automatic approach for emulsions stability assessment in microscope images Y Vazquez, A Bravo, J Mantilla, M Alayón 2008 Digital Image Computing: Techniques and Applications, 162-167, 2008 | 2 | 2008 |
| Gaze constraint while walking in progressive multiple sclerosis: a feasibility study A Vienne, A Moreau, J Mantilla, S Edmond, M Dandrieux, L Oudre, ... Neurophysiologie Clinique 47 (5-6), 354, 2017 | 1 | 2017 |
| Automated classification of LV regional wall motion based on spatio-temporal profiles from cardiac cine magnetic resonance imaging J Mantilla, M Garreau, JJ Bellanger, JL Paredes IX International Seminar on Medical Information Processing and Analysis 8922 …, 2013 | 1 | 2013 |
| DL-based classification of LV wall motion in cardiac MRI with a parametric approach J Mantilla, M Garreau, JJ Bellanger, C Leclercq, J Paredes Journées RITS 2015, pp 180-181, 2015 | | 2015 |
| VALORACIÓN DEL MOVIMIENTO DEL VENTRÍCULO IZQUIERDO EN RM CARDIACA USANDO APRENDIZAJE DE DICCIONARIOS JJ Mantilla, M Garreau, JJ Bellanger, JL Paredes DEPÓSITO LEGAL: LFX23720156201604, 92, 2015 | | 2015 |
