Variational auto-encoders improve explainability over currently employed heatmap methods for deep learning-based interpretation of the electrocardiogram

por van de Leur, Rutger R, Hassink, Rutger J, van Es, René
Publicado 2022

In vivo analysis of the origin and characteristics of gaseous microemboli during catheter-mediated irreversible electroporation

por Groen, Marijn H A, van Es, René, van Klarenbosch, Bas R, Stehouwer, Marco, Loh, Peter, Doevendans, Pieter A, Wittkampf, Fred H, Neven, Kars
Publicado 2020

Electrocardiogram Devices for Home Use: Technological and Clinical Scoping Review

por Zepeda-Echavarria, Alejandra, van de Leur, Rutger R, van Sleuwen, Meike, Hassink, Rutger J, Wildbergh, Thierry X, Doevendans, Pieter A, Jaspers, Joris, van Es, René
Publicado 2023

3D Myocardial Scar Prediction Model Derived from Multimodality Analysis of Electromechanical Mapping and Magnetic Resonance Imaging

por van den Broek, Hans Thijs, Wenker, Steven, van de Leur, Rutger, Doevendans, Pieter A., Chamuleau, Steven A.J., van Slochteren, Frebus J., van Es, René
Publicado 2019

Artificial Intelligence to Improve Risk Prediction with Nuclear Cardiac Studies

por Juarez-Orozco, Luis Eduardo, Klén, Riku, Niemi, Mikael, Ruijsink, Bram, Daquarti, Gustavo, van Es, Rene, Benjamins, Jan-Walter, Yeung, Ming Wai, van der Harst, Pim, Knuuti, Juhani
Publicado 2022

Development of an algorithm for automatic classification of right ventricle deformation patterns in arrhythmogenic right ventricular cardiomyopathy

por Groen, Marijn H. A., Bosman, Laurens P., Teske, Arco J., Mast, Thomas P., Taha, Karim, Van Slochteren, Frebus J., Cramer, Maarten J., Doevendans, Pieter A., van Es, René
Publicado 2020

Automatic Triage of 12‐Lead ECGs Using Deep Convolutional Neural Networks

por van de Leur, Rutger R., Blom, Lennart J., Gavves, Efstratios, Hof, Irene E., van der Heijden, Jeroen F., Clappers, Nick C., Doevendans, Pieter A., Hassink, Rutger J., van Es, René
Publicado 2020

Uncertainty estimation for deep learning-based automated analysis of 12-lead electrocardiograms

por Vranken, Jeroen F, van de Leur, Rutger R, Gupta, Deepak K, Juarez Orozco, Luis E, Hassink, Rutger J, van der Harst, Pim, Doevendans, Pieter A, Gulshad, Sadaf, van Es, René
Publicado 2021

Validation of a novel stand-alone software tool for image guided cardiac catheter therapy

por van Es, René, van den Broek, Hans T., van der Naald, Mira, de Jong, Leon, Nieuwenhuis, Eliane R., Kraaijeveld, Adriaan O., Doevendans, Pieter A., Chamuleau, Steven A. J., van Slochteren, Frebus J.
Publicado 2019

Safety and feasibility study of non-invasive robot-assisted high-intensity focused ultrasound therapy for the treatment of atherosclerotic plaques in the femoral artery: protocol f...

por Simons, Michelle V, Groen, Marijn H A, de Borst, Gert J, Leiner, Tim, Doevendans, Pieter A F, Ebbini, Emad, Slieker, Fons J B, van Es, René, Hazenberg, Constantijn E V B
Publicado 2022

High-frequency irreversible electroporation for cardiac ablation using an asymmetrical waveform

por van Es, René, Konings, Maurits K., Du Pré, Bastiaan C., Neven, Kars, van Wessel, Harry, van Driel, Vincent J. H. M., Westra, Albert H., Doevendans, Pieter A. F., Wittkampf, Fred H. M.
Publicado 2019

Multielectrode Contact Measurement Can Improve Long-Term Outcome of Pulmonary Vein Isolation Using Circular Single-Pulse Electroporation Ablation

por Groen, Marijn H.A., van Driel, Vincent J.H.M., Neven, Kars, van Wessel, Harry, de Bakker, Jacques M.T., Doevendans, Pieter A.F., Wittkampf, Fred H.M., Loh, Peter, van Es, René
Publicado 2022

Discovering and Visualizing Disease-Specific Electrocardiogram Features Using Deep Learning: Proof-of-Concept in Phospholamban Gene Mutation Carriers

por van de Leur, Rutger R., Taha, Karim, Bos, Max N., van der Heijden, Jeroen F., Gupta, Deepak, Cramer, Maarten J., Hassink, Rutger J., van der Harst, Pim, Doevendans, Pieter A., Asselbergs, Folkert W., van Es, René
Publicado 2021

Big Data and Artificial Intelligence: Opportunities and Threats in Electrophysiology

por van de Leur, Rutger R, Boonstra, Machteld J, Bagheri, Ayoub, Roudijk, Rob W, Sammani, Arjan, Taha, Karim, Doevendans, Pieter AFM, van der Harst, Pim, van Dam, Peter M, Hassink, Rutger J, van Es, René, Asselbergs, Folkert W
Publicado 2020

Improving explainability of deep neural network-based electrocardiogram interpretation using variational auto-encoders( )

por van de Leur, Rutger R, Bos, Max N, Taha, Karim, Sammani, Arjan, Yeung, Ming Wai, van Duijvenboden, Stefan, Lambiase, Pier D, Hassink, Rutger J, van der Harst, Pim, Doevendans, Pieter A, Gupta, Deepak K, van Es, René
Publicado 2022

A systematic comparison of cardiovascular magnetic resonance and high resolution histological fibrosis quantification in a chronic porcine infarct model

por Gho, Johannes M. I. H., van Es, René, van Slochteren, Frebus J., Jansen of Lorkeers, Sanne J., Hauer, Allard J., van Oorschot, Joep W. M., Doevendans, Pieter A., Leiner, Tim, Vink, Aryan, Asselbergs, Folkert W., Chamuleau, Steven A. J.
Publicado 2017

Life-threatening ventricular arrhythmia prediction in patients with dilated cardiomyopathy using explainable electrocardiogram-based deep neural networks( )

por Sammani, Arjan, van de Leur, Rutger R, Henkens, Michiel T H M, Meine, Mathias, Loh, Peter, Hassink, Rutger J, Oberski, Daniel L, Heymans, Stephane R B, Doevendans, Pieter A, Asselbergs, Folkert W, te Riele, Anneline S J M, van Es, René
Publicado 2022

High Resolution Systematic Digital Histological Quantification of Cardiac Fibrosis and Adipose Tissue in Phospholamban p.Arg14del Mutation Associated Cardiomyopathy

por Gho, Johannes M. I. H., van Es, René, Stathonikos, Nikolas, Harakalova, Magdalena, te Rijdt, Wouter P., Suurmeijer, Albert J. H., van der Heijden, Jeroen F., de Jonge, Nicolaas, Chamuleau, Steven A. J., de Weger, Roel A., Asselbergs, Folkert W., Vink, Aryan
Publicado 2014

Electrocardiogram-based deep learning improves outcome prediction following cardiac resynchronization therapy

por Wouters, Philippe C, van de Leur, Rutger R, Vessies, Melle B, van Stipdonk, Antonius M W, Ghossein, Mohammed A, Hassink, Rutger J, Doevendans, Pieter A, van der Harst, Pim, Maass, Alexander H, Prinzen, Frits W, Vernooy, Kevin, Meine, Mathias, van Es, René
Publicado 2022

Deep neural network-based clustering of deformation curves reveals novel disease features in PLN pathogenic variant carriers

por Taha, Karim, van de Leur, Rutger R., Vessies, Melle, Mast, Thomas P., Cramer, Maarten J., Cauwenberghs, Nicholas, Verstraelen, Tom E., de Brouwer, Remco, Doevendans, Pieter A., Wilde, Arthur, Asselbergs, Folkert W., van den Berg, Maarten P., D’hooge, Jan, Kuznetsova, Tatiana, Teske, Arco J., van Es, René
Publicado 2023