Deep learning for freezing of gait detection in Parkinson’s disease patients in their homes using a waist-worn inertial measurement unit J Camps, A Sama, M Martín, D Rodriguez-Martin, C Pérez-López, ... Knowledge-Based Systems 139, 119-131, 2018 | 209 | 2018 |
Machine learning in the electrocardiogram A Mincholé, J Camps, A Lyon, B Rodríguez Journal of electrocardiology 57, S61-S64, 2019 | 136 | 2019 |
A completely automated pipeline for 3D reconstruction of human heart from 2D cine magnetic resonance slices A Banerjee, J Camps, E Zacur, CM Andrews, Y Rudy, RP Choudhury, ... Philosophical Transactions of the Royal Society A 379 (2212), 20200257, 2021 | 40 | 2021 |
Deep learning for detecting freezing of gait episodes in Parkinson’s disease based on accelerometers J Camps, A Samà, M Martín, D Rodríguez-Martín, C Pérez-López, ... Advances in Computational Intelligence: 14th International Work-Conference …, 2017 | 39 | 2017 |
Inference of ventricular activation properties from non-invasive electrocardiography J Camps, B Lawson, C Drovandi, A Minchole, ZJ Wang, V Grau, ... Medical Image Analysis 73, 102143, 2021 | 32 | 2021 |
Deep learning based QRS Multilead Delineator in Electrocardiogram signals J Camps, B Rodríguez, A Mincholé Computing in Cardiology, 2018 | 31 | 2018 |
In-silico drug trials for precision medicine in atrial fibrillation: From ionic mechanisms to electrocardiogram-based predictions in structurally-healthy human atria A Dasi, A Roy, R Sachetto, J Camps, A Bueno-Orovio, B Rodriguez Frontiers in physiology 13, 966046, 2022 | 13 | 2022 |
Deep computational model for the inference of ventricular activation properties L Li, J Camps, A Banerjee, M Beetz, B Rodriguez, V Grau International Workshop on Statistical Atlases and Computational Models of …, 2022 | 12 | 2022 |
A. Bayés, and A. Rodrıguez-Molinero,“Deep learning for freezing of gait detection in Parkinson’s disease patients in their homes using a waist-worn inertial measurement unit,” J Camps, A Sama, M Martın Knowledge-Based Systems 139, 119-131, 2018 | 8 | 2018 |
Digital twinning of the human ventricular activation sequence to Clinical 12-lead ECGs and magnetic resonance imaging using realistic Purkinje networks for in silico clinical … J Camps, LA Berg, ZJ Wang, R Sebastian, LL Riebel, R Doste, X Zhou, ... Medical Image Analysis 94, 103108, 2024 | 6 | 2024 |
Angels Bayés, and Alejandro Rodrıguez-Molinero. Deep learning for freezing of gait detection in Parkinson’s disease patients in their homes using a waist-worn inertial … J Camps, A Sama, M Martın Knowledge-Based Systems 139, 119-131, 2018 | 6 | 2018 |
Inference of number and location of purkinje root nodes and ventricular conduction properties from clinical 12-lead ECGs for cardiac digital twinning J Camps, ZJ Wang, R Sebastian, X Zhou, B Lawson, LA Berg, K Burrage, ... 2022 Computing in Cardiology (CinC) 498, 1-4, 2022 | 3 | 2022 |
Towards enabling cardiac digital twins of myocardial infarction using deep computational models for inverse inference L Li, J Camps, Z Wang, M Beetz, A Banerjee, B Rodriguez, V Grau IEEE Transactions on Medical Imaging, 2024 | 2 | 2024 |
Deep learning-based emulation of human cardiac activation sequences A Bertrand, J Camps, V Grau, B Rodriguez International Conference on Functional Imaging and Modeling of the Heart …, 2023 | 2 | 2023 |
Influence of myocardial infarction on QRS properties: A simulation study L Li, J Camps, Z Wang, A Banerjee, B Rodriguez, V Grau International Conference on Functional Imaging and Modeling of the Heart …, 2023 | 2 | 2023 |
Ionic remodelling following myocardial infarction explains phenotypic variability in ECG and arrhythmic substrate but not in ejection fraction X Zhou, ZJ Wang bioRxiv, 2022 | 2 | 2022 |
Solving the Inverse Problem of Electrocardiography for Cardiac Digital Twins: A Survey L Li, J Camps, B Rodriguez, V Grau arXiv preprint arXiv:2406.11445, 2024 | | 2024 |
Cardiac Digital Twin Pipeline for Virtual Therapy Evaluation J Camps, ZJ Wang, R Doste, M Holmes, B Lawson, J Tomek, K Burrage, ... arXiv preprint arXiv:2401.10029, 2024 | | 2024 |
Multi-modal characterisation of cardiac function and electrophysiology in type 2 diabetes: a UK Biobank cross-sectional study A Bertrand, A Lewis, J Camps, V Grau, B Rodriguez medRxiv, 2024.06. 26.24309474, 2024 | | 2024 |
In Silico Evaluation of Cell Therapy in Acute versus Chronic Infarction: Role of Automaticity, Heterogeneity and Purkinje in Human LL Riebel, ZJ Wang, H Martinez-Navarro, C Trovato, J Camps, LA Berg, ... bioRxiv, 2023.12. 11.570780, 2023 | | 2023 |