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Julia Camps
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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
2312018
Machine learning in the electrocardiogram
A Mincholé, J Camps, A Lyon, B Rodríguez
Journal of electrocardiology 57, S61-S64, 2019
1722019
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
582021
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
432021
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
402017
Deep learning based QRS Multilead Delineator in Electrocardiogram signals
J Camps, B Rodríguez, A Mincholé
Computing in Cardiology, 2018
342018
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
242024
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
192022
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
152022
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
82024
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
82018
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
62018
Clinical phenotypes in acute and chronic infarction explained through human ventricular electromechanical modelling and simulations
X Zhou, ZJ Wang, J Camps, J Tomek, A Santiago, A Quintanas, ...
Elife 13, RP93002, 2024
52024
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
52024
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
52022
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
42023
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, ...
Scientific Reports 14 (1), 21584, 2024
32024
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
32024
Harnessing 12-lead ECG and MRI data to personalise repolarisation profiles in cardiac digital twin models for enhanced virtual drug testing
J Camps, ZJ Wang, R Doste, LA Berg, M Holmes, B Lawson, J Tomek, ...
Medical Image Analysis 100, 103361, 2025
22025
Multi-modal characterisation of early-stage, subclinical cardiac deterioration in patients with type 2 diabetes
A Bertrand, A Lewis, J Camps, V Grau, B Rodriguez
Cardiovascular Diabetology 23 (1), 371, 2024
22024
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