Publications
- Tanish Baranwal, Jan Lebert, Jan Christoph, Dreaming of Electrical Waves: Generative Modeling of Cardiac Excitation Waves using Diffusion Models, arxiv:2312.14830, 2023 (Link)
- Jan Christoph, Crystal Ripplinger, Paralysis by Analysis: Overcoming Cardiac Contraction with Computer Vision, PNAS, 2023 (Link)
- Shrey Chowdhary, Jan Lebert, Shai Dickman, Jan Christoph, Panoramic Voltage-Sensitive Optical Mapping of Contracting Hearts using Cooperative Multi-View Motion Tracking with 12 to 24 Cameras, arxiv:2307.07943, 2023 (Link)
- Jan Lebert, Daniel Deng, Lei Fan, Lik Chuan Lee, Jan Christoph, Deep Learning-based Prediction of Electrical Arrhythmia Circuits from Cardiac Motion: An In-Silico Study, arXiv:2305.07822, 2023 (Link)
- Vineesh Kappadan, Anies Sohi, Ulrich Parlitz, Stefan Luther, Ilija Uzelac, Flavio Fenton, Nicholas S Peters, Jan Christoph, Fu Siong Ng, Optical Mapping of Contracting Hearts, The Journal of Physiology, 2023 (Link)
- Jan Lebert, Meenakshi Mittal, Jan Christoph, Reconstruction of Three-dimensional Scroll Waves in Excitable Media from Two-Dimensional Observations using Deep Neural Networks, Physical Review E, 2023 (Link)
- Paula Münkler, Niklas Klatt, Katharina Scherschel, Pawel Kuklik, Christiane Jungen, Ersin Cavus, Christian Eickholt, Jan Christoph, Marc D Lemoine, Torsten Christ, Stephan Willems, René Riedel, Paulus Kirchhof, Christian Meyer, Repolarization indicates electrical instability in ventricular arrhythmia originating from papillary muscle, Europace, 2022 (Link)
- Amir Molavi Tabrizi, Ata Mesgarnejad, Maher Bazzi, Stefan Luther, Jan Christoph, Alain Karma, Spatiotemporal Organization of Electromechanical Phase Singularities during High-Frequency Cardiac Arrhythmias, Physical Review X, 2022 (Link)
- Jan Lebert, Namita Ravi, George Kensah, Jan Christoph, Real-Time Optical Mapping of Contracting Cardiac Tissues with GPU-accelerated Numerical Motion Tracking, Frontiers in Cardiovascular Medicine, 2022 (Link)
- Jan Christoph, Johannes Schröder-Schetelig, Ulrich Parlitz, Stefan Luther, Electromechanic Imaging of the Heart, Zipes and Jalife's Cardiac Electrophysiology: From Cell to Bedside, 2022 (Link)
- Jan Lebert, Namita Ravi, Flavio Fenton, Jan Christoph, Rotor Localization and Phase Mapping of Cardiac Excitation Waves using Deep Neural Networks, Frontiers in Physiology, Section Cardiac Electrophysiology, Research Topic 'Nonlinear Analysis and Machine Learning in Cardiology', 2021 (Link)
- Markus Vogt, Benjamin Schulz, Ahmed Wagdi, Jan Lebert, Gijsbert J. van Belle, Jan Christoph, Tobias Brügmann, Robert Patejdl, Direct optogenetic stimulation of smooth muscle cells to control gastric contractility, Theranostics, 2021 (Link)
- Jan Christoph, Jan Lebert, Inverse Mechano-Electrical Reconstruction of Cardiac Excitation Wave Patterns from Mechanical Deformation using Deep Learning, Chaos: An Interdisciplinary Journal of Nonlinear Science, 2020 (Link)
- Vineesh Kappadan, Saba Telele, Ilija Uzelac, Flavio H. Fenton, Ulrich Parlitz , Stefan Luther, Jan Christoph, High-Resolution Optical Measurement of Cardiac Restitution, Contraction and Fibrillation Dynamics in Beating versus Blebbistatin-uncoupled Isolated Rabbit Hearts, Frontiers in Physiology, 2020 (Link)
- Jan Lebert, Jan Christoph, Synchronization-based Reconstruction of Electromechanical Wave Dynamics in Elastic Excitable Media, Chaos: An Interdisciplinary Journal of Nonlinear Science, 2019 (Link)
- Jan Christoph, Mohammed Chebbok, Claudia Richter, Johannes Schröder-Schetelig, Philip Bittihn, Sebastian Stein, Ilija Uzelac, Flavio H. Fenton, Gerd Hasenfuß, Robert Gilmour Jr., Stefan Luther, Electromechanical Vortex Filaments during Cardiac Fibrillation, Nature, 2018 (Link)
- Jan Christoph, Stefan Luther, Marker-free Tracking for Motion Artifact Compensation and Deformation Measurements in Optical Mapping Videos of Contracting Hearts, Frontiers in Physiology, 2018 (Link)
- Jan Christoph, Johannes Schröder-Schetelig, Stefan Luther, Electromechanical Optical Mapping, Progress in Biophysics and Molecular Biology, Focus Issue Cardiac Mechano-Electric Coupling and Arrhythmias, 2017 (Link)
- Thomas Lilienkamp, Jan Christoph, Ulrich Parlitz, Features of Chaotic Transients in Excitable Media Governed by Spiral and Scroll Waves, Physical Review Letters, 2017 (Link)
- Claudia Richter, Jan Christoph, Stephan Lehnart, Stefan Luther, Optogenetic light-crafting tools for the control of cardiac arrhythmias, Optogenetics, Springer, 2016