Julià Camps

According to our database, Julià Camps authored at least 18 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Toward Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference.

Lei Li, Julià Camps, Zhinuo Jenny Wang, Marcel Beetz, Abhirup Banerjee, Blanca Rodríguez, Vicente Grau

IEEE Trans. Medical Imaging, July, 2024

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 trials.

Julià Camps, Lucas Arantes Berg, Zhinuo Jenny Wang, Rafael Sebastián, Leto Luana Riebel, Rubén Doste, Xin Zhou, Rafael Sachetto Oliveira, James A. Coleman, Brodie Lawson, Vicente Grau, Kevin Burrage, Alfonso Bueno-Orovio, Rodrigo Weber dos Santos, Blanca Rodríguez

Medical Image Anal., 2024

Personalized Topology-Informed 12-Lead ECG Electrode Localization from Incomplete Cardiac MRIs for Efficient Cardiac Digital Twins.

Lei Li, Hannah J. Smith, Yilin Lyu, Julià Camps, Blanca Rodríguez, Abhirup Banerjee, Vicente Grau

CoRR, 2024

Solving the Inverse Problem of Electrocardiography for Cardiac Digital Twins: A Survey.

Lei Li, Julià Camps, Blanca Rodríguez, Vicente Grau

CoRR, 2024

Cardiac Digital Twin Pipeline for Virtual Therapy Evaluation.

Julià Camps, Zhinuo Jenny Wang, Rubén Doste, Maxx Holmes, Brodie Lawson, Jakub Tomek, Kevin Burrage, Alfonso Bueno-Orovio, Blanca Rodríguez

CoRR, 2024

Open Source Cardiac Digital Twinning of Human Ventricular Repolarisation from 12-Lead ECG and MRI.

Julià Camps, Zhinuo Jenny Wang, Rubén Doste, Lucas Arantes Berg, Maxx Holmes, Brodie Lawson, Jakub Tomek, Kevin Burrage, Alfonso Bueno-Orovio, Blanca Rodríguez

Proceedings of the Artificial Intelligence Research and Development, 2024

2023

Towards Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference.

Lei Li, Julià Camps, Zhinuo J. Wang, Abhirup Banerjee, Marcel Beetz, Blanca Rodríguez, Vicente Grau

CoRR, 2023

Deep Learning-Based Emulation of Human Cardiac Activation Sequences.

Ambre Bertrand, Julià Camps, Vicente Grau, Blanca Rodríguez

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

Influence of Myocardial Infarction on QRS Properties: A Simulation Study.

Lei Li, Julià Camps, Zhinuo J. Wang, Abhirup Banerjee, Blanca Rodríguez, Vicente Grau

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

2022

Deep Computational Model for the Inference of Ventricular Activation Properties.

Lei Li, Julià Camps, Abhirup Banerjee, Marcel Beetz, Blanca Rodríguez, Vicente Grau

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Electrocardiogram Analysis Reveals Ionic Current Dysregulation Relevant for Atrial Fibrillation.

Albert Dasí, Claudia Nagel, Axel Loewe, Julià Camps, Alfonso Bueno-Orovio, Blanca Rodríguez

Proceedings of the Computing in Cardiology, 2022

Inference of Number and Location of Purkinje Root Nodes and Ventricular Conduction Properties from Clinical 12-Lead ECGs for Cardiac Digital Twinning.

Julià Camps, Zhinuo J. Wang, Rafael Sebastián, Xin Zhou, Brodie Lawson, Lucas Arantes Berg, Kevin Burrage, Vicente Grau, Rodrigo Weber dos Santos, Blanca Rodríguez

Proceedings of the Computing in Cardiology, 2022

2021

Inference of ventricular activation properties from non-invasive electrocardiography.

Julià Camps, Brodie Lawson, Christopher C. Drovandi, Ana Mincholé, Zhinuo J. Wang, Vicente Grau, Kevin Burrage, Blanca Rodríguez

Medical Image Anal., 2021

Inference of Ventricular Activation Properties from Twelve-lead Electrocardiogram.

Julià Camps, Brodie Lawson, Christopher C. Drovandi, Ana Mincholé, Zhinuo J. Wang, Vicente Grau, Kevin Burrage, Blanca Rodríguez

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2018

Deep learning for freezing of gait detection in Parkinson's disease patients in their homes using a waist-worn inertial measurement unit.

Julià Camps, Albert Samà, Mario Martín, Daniel Rodríguez Martín, Carlos Pérez-López, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Andreu Català, Sheila Alcaine, Berta Mestre, Anna Prats, Maria C. Crespo-Maraver, Timothy J. Counihan, Patrick Browne, Leo R. Quinlan, Gearóid Ó Laighin, Dean Sweeney, Hadas Lewy, Gabriel Vainstein, Alberto Costa, Roberta Annicchiarico

Knowl. Based Syst., 2018

ConvNet based QRS multilead delineator in electrocardiogram signals.

Julià Camps, Adam McCarthy, Blanca Rodríguez, Ana Mincholé

Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

Deep Learning Based QRS Multilead Delineator in Electrocardiogram Signals.

Julià Camps, Blanca Rodríguez, Ana Mincholé

Proceedings of the Computing in Cardiology, 2018

2017

Deep Learning for Detecting Freezing of Gait Episodes in Parkinson's Disease Based on Accelerometers.

Julià Camps, Albert Samà, Mario Martín, Daniel Rodríguez Martín, Carlos Pérez-López, Sheila Alcaine, Berta Mestre, Anna Prats, María de la Cruz Crespo, Joan Cabestany, Àngels Bayés, Andreu Català

Proceedings of the Advances in Computational Intelligence, 2017