Jan Christoph, PhD, MSc
Assistant Professor
Cardiology
Jan Christoph studies the heart from a complex and dynamical systems perspective. He is interested in arrhythmia mechanisms and the coupling between electrophysiology and tissue mechanics, as well as electromechanical feedback. He uses computational methods, artificial intelligence and high-resolution imaging to study the heart.
Honors and Awards
- 1DP2HL168071-01, National Institutes of Health, 2022-2027
Websites
Publications
Baranwal T, Lebert J, Christoph J. Dreaming of electrical waves: Generative modeling of cardiac excitation waves using diffusion models. APL machine learning 2024. PMID: 39364376
Baranwal T, Lebert J, Christoph J. Dreaming of Electrical Waves: Generative Modeling of Cardiac Excitation Waves using Diffusion Models. arXiv 2024. PMID: 38883235
Christoph J, Ripplinger CM. Paralysis by analysis: Overcoming cardiac contraction with computer vision. Proceedings of the National Academy of Sciences of the United States of America 2023. PMID: 37792520
Kappadan V, Sohi A, Parlitz U, Luther S, Uzelac I, Fenton F, Peters NS, Christoph J, Ng FS. Optical mapping of contracting hearts. The Journal of physiology 2023. PMID: 36866700
M?nkler P, Klatt N, Scherschel K, Kuklik P, Jungen C, Cavus E, Eickholt C, Christoph J, Lemoine MD, Christ T, Willems S, Riedel R, Kirchhof P, Meyer C. Repolarization indicates electrical instability in ventricular arrhythmia originating from papillary muscle. Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology 2023. PMID: 35989424
Lebert J, Mittal M, Christoph J. Reconstruction of three-dimensional scroll waves in excitable media from two-dimensional observations using deep neural networks. Physical review. E 2023. PMID: 36797900
Lebert J, Ravi N, Kensah G, Christoph J. Real-Time Optical Mapping of Contracting Cardiac Tissues With GPU-Accelerated Numerical Motion Tracking. Frontiers in cardiovascular medicine 2022. PMID: 35686036
Lebert J, Ravi N, Fenton FH, Christoph J. Rotor Localization and Phase Mapping of Cardiac Excitation Waves Using Deep Neural Networks. Frontiers in physiology 2021. PMID: 34975536
Vogt M, Schulz B, Wagdi A, Lebert J, van Belle GJ, Christoph J, Bruegmann T, Patejdl R. Direct optogenetic stimulation of smooth muscle cells to control gastric contractility. Theranostics 2021. PMID: 33859764
Christoph J, Lebert J. Inverse mechano-electrical reconstruction of cardiac excitation wave patterns from mechanical deformation using deep learning. Chaos (Woodbury, N.Y.) 2020. PMID: 33380038
Kappadan V, Telele S, Uzelac I, Fenton F, Parlitz U, Luther S, Christoph J. High-Resolution Optical Measurement of Cardiac Restitution, Contraction, and Fibrillation Dynamics in Beating vs. Blebbistatin-Uncoupled Isolated Rabbit Hearts. Frontiers in physiology 2020. PMID: 32528304
Lebert J, Christoph J. Synchronization-based reconstruction of electromechanical wave dynamics in elastic excitable media. Chaos (Woodbury, N.Y.) 2019. PMID: 31575136
Christoph J, Luther S. Marker-Free Tracking for Motion Artifact Compensation and Deformation Measurements in Optical Mapping Videos of Contracting Hearts. Frontiers in physiology 2018. PMID: 30450053
Christoph J, Chebbok M, Richter C, Schröder-Schetelig J, Bittihn P, Stein S, Uzelac I, Fenton FH, Hasenfuß G, Gilmour RF, Luther S. Electromechanical vortex filaments during cardiac fibrillation. Nature 2018. PMID: 29466325
Christoph J, Schröder-Schetelig J, Luther S. Electromechanical optical mapping. Progress in biophysics and molecular biology 2017. PMID: 28947080
Lilienkamp T, Christoph J, Parlitz U. Features of Chaotic Transients in Excitable Media Governed by Spiral and Scroll Waves. Physical review letters 2017. PMID: 28949756
Richter C, Christoph J, Lehnart SE, Luther S. Optogenetic Light Crafting Tools for the Control of Cardiac Arrhythmias. Methods in molecular biology (Clifton, N.J.) 2016. PMID: 26965131