Clinical presentation, disease course and outcome of COVID-19 in hospitalized patients with and without pre-existing cardiac disease–a cohort study across eighteen countries CAPACITY-COVID Collaborative Consortium and LEOSS Study Group, ... MedRxiv, 2021.03. 11.21253106, 2021 | 45 | 2021 |
Discovering and visualizing disease-specific electrocardiogram features using deep learning: proof-of-concept in phospholamban gene mutation carriers RR van de Leur, K Taha, MN Bos, JF van der Heijden, D Gupta, ... Circulation: Arrhythmia and Electrophysiology 14 (2), e009056, 2021 | 36 | 2021 |
Improving explainability of deep neural network-based electrocardiogram interpretation using variational auto-encoders RR van de Leur, MN Bos, K Taha, A Sammani, MW Yeung, ... European Heart Journal-Digital Health 3 (3), 390-404, 2022 | 22 | 2022 |
Automated comprehensive interpretation of 12-lead electrocardiograms using pre-trained exponentially dilated causal convolutional neural networks MN Bos, RR Van De Leur, JF Vranken, DK Gupta, P Van Der Harst, ... 2020 Computing in Cardiology, 1-4, 2020 | 12 | 2020 |
Inherently explainable deep neural network-based interpretation of electrocardiograms using variational auto-encoders RR van de Leur, MN Bos, K Taha, A Sammani, S van Duijvenboden, ... medRxiv, 2022.01. 04.22268759, 2022 | 3 | 2022 |
Automatic Descriptive Scoring of Public Speaking Performance Based on Prosodic Features MN Bos | 3 | 2017 |
PO-631-07 A NOVEL METHOD FOR EXPLAINABLE DEEP NEURAL NETWORK-BASED INTERPRETATION OF ELECTROCARDIOGRAMS USING VARIATIONAL AUTO-ENCODERS: THE FACTORECG R van de Leur, M Bos, RJ Hassink, PA Doevendans, D Gupta, R Van Es Heart Rhythm 19 (5), S170-S171, 2022 | | 2022 |
Clinical presentation, disease course, and outcome of COVID-19 in hospitalized patients with and without pre-existing cardiac disease: a cohort study across 18 countries F Asselbergs, M Linschoten, A Uijl, A Schut, CEM Jakob, LR Romão, ... European Heart Journal 43 (11), 2022 | | 2022 |