Singular value decomposition for feature selection in gene chips. - Dirk Klingbiel; Henning Witt; Boris Ivandic; Dieter Weichenhan; Hugo A. Katus; Patricia Ruiz; Lutz Dümbgen (German Conference on Bioinformatics, 2003)

Quantitative Analyse und Visualisierung der Herzfunktionen. - Anne Sauer; Tobias Schwarz; Nicole Engel; Mathias Seitel; Hannes Kenngott; Carsten Mohrhardt; Dirk Loßnitzer; Evangelos Giannitsis; Hugo A. Katus; Hans-Peter Meinzer (Bildverarbeitung für die Medizin, 2009)

Data-driven computational models of heart anatomy, mechanics and hemodynamics: An integrated framework. - Tommaso Mansi; Viorel Mihalef; Puneet Sharma; Bogdan Georgescu; Xudong Zheng; Saikiran Rapaka; Ali Kamen; Derliz Mereles; Henning Steen; Benjamin Meder; Hugo A. Katus; Dorin Comaniciu (ISBI, 2012)

miRTrail - a comprehensive webserver for analyzing gene and miRNA patterns to enhance the understanding of regulatory mechanisms in diseases. - Cedric Laczny; Petra Leidinger; Jan Haas; Nicole Ludwig 001; Christina Backes; Andreas Gerasch; Michael Kaufmann 001; Britta Vogel; Hugo A. Katus; Benjamin Meder; Cord Stähler; Eckart Meese; et al. (BMC Bioinform., 2012)

From Medical Images to Fast Computational Models of Heart Electromechanics: An Integrated Framework towards Clinical Use. - Oliver Zettinig; Tommaso Mansi; Bogdan Georgescu; Saikiran Rapaka; Ali Kamen; Jan Haas; Karen S. Frese; Farbod Sedaghat-Hamedani; Elham Kayvanpour; Ali Amr; Stefan Hardt; Derliz Mereles; et al. (FIMH, 2013)

Fast Data-Driven Calibration of a Cardiac Electrophysiology Model from Images and ECG. - Oliver Zettinig; Tommaso Mansi; Bogdan Georgescu; Elham Kayvanpour; Farbod Sedaghat-Hamedani; Ali Amr; Jan Haas; Henning Steen; Benjamin Meder; Hugo A. Katus; Nassir Navab; Ali Kamen; et al. (MICCAI (1), 2013)

Automatic image-to-model framework for patient-specific electromechanical modeling of the heart. - Dominik Neumann; Tommaso Mansi; Sasa Grbic; Ingmar Voigt; Bogdan Georgescu; Elham Kayvanpour; Ali Amr; Farbod Sedaghat-Hamedani; Jan Haas; Hugo A. Katus; Benjamin Meder; Joachim Hornegger; et al. (ISBI, 2014)

Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data. - Dominik Neumann; Tommaso Mansi; Bogdan Georgescu; Ali Kamen; Elham Kayvanpour; Ali Amr; Farbod Sedaghat-Hamedani; Jan Haas; Hugo A. Katus; Benjamin Meder; Joachim Hornegger; Dorin Comaniciu (MICCAI (2), 2014)

Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images. - Philipp Seegerer; Tommaso Mansi; Marie-Pierre Jolly; Dominik Neumann; Bogdan Georgescu; Ali Kamen; Elham Kayvanpour; Ali Amr; Farbod Sedaghat-Hamedani; Jan Haas; Hugo A. Katus; Benjamin Meder; et al. (STACOM, 2014)

Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals. - Oliver Zettinig; Tommaso Mansi; Dominik Neumann; Bogdan Georgescu; Saikiran Rapaka; Philipp Seegerer; Elham Kayvanpour; Farbod Sedaghat-Hamedani; Ali Amr; Jan Haas; Henning Steen; Hugo A. Katus; et al. (Medical Image Anal., 2014)

Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling. - Dominik Neumann; Tommaso Mansi; Lucian Mihai Itu; Bogdan Georgescu; Elham Kayvanpour; Farbod Sedaghat-Hamedani; Jan Haas; Hugo A. Katus; Benjamin Meder; Stefan Steidl; Joachim Hornegger; Dorin Comaniciu (MICCAI (2), 2015)

Pathogenicity prediction of non-synonymous single nucleotide variants in dilated cardiomyopathy. - Sabine C. Mueller; Christina Backes; Jan Haas; Hugo A. Katus; Benjamin Meder; Eckart Meese; Andreas Keller (Briefings Bioinform., 2015)

Cor/log BAN BT a Wearable Battery Powered mHealth Data Logger and Telemetry Unit for Multiple Vital Sign Monitoring. - Thomas Hilbel; Sven Feilner; Matthias Struck; Sven Hofmann; Andreas Heinig; Hugo A. Katus (CinC, 2016)

Medical Classification and Terminology Systems in a Secondary Use Context: Challenges and Perils. - Hauke Hund; Sven Gerth; Hugo A. Katus; Christian Fegeler (MIE, 2016)

Personalized Computer Simulation of Diastolic Function in Heart Failure. - Ali Amr; Elham Kayvanpour; Farbod Sedaghat-Hamedani; Tiziano Passerini; Viorel Mihalef; Alan Lai; Dominik Neumann; Bogdan Georgescu; Sebastian Buss; Derliz Mereles; Edgar Zitron; Andreas E. Posch; et al. (Genom. Proteom. Bioinform., 2016)

Computational Cardiology - A New Discipline of Translational Research. - Benjamin Meder; Hugo A. Katus; Andreas Keller (Genom. Proteom. Bioinform., 2016)

A self-taught artificial agent for multi-physics computational model personalization. - Dominik Neumann; Tommaso Mansi; Lucian Mihai Itu; Bogdan Georgescu; Elham Kayvanpour; Farbod Sedaghat-Hamedani; Ali Amr; Jan Haas; Hugo A. Katus; Benjamin Meder; Stefan Steidl; Joachim Hornegger; et al. (Medical Image Anal., 2016)

Deep Learning Approaches Outperform Conventional Strategies in De-Identification of German Medical Reports. - Phillip Richter-Pechanski; Ali Amr; Hugo A. Katus; Christoph Dieterich (GMDS, 2019)

Abstract: C-MORE: A High-content Single-cell Morphology Recognition Methodology for Liquid Biopsies Toward Personalized Cardiovascular Medicine. - Jennifer Furkel; Maximilian Knoll; Shabana Din; Nicolai V. Bogert; Timon Seeger; Norbert Frey; Amir Abdollahi; Hugo A. Katus; Mathias H. Konstandin (Bildverarbeitung für die Medizin, 2022)

A head-to-head comparison of fast-SENC and feature tracking to LV long axis strain for assessment of myocardial deformation in chest pain patients. - Deborah Siry; Johannes Riffel; Janek Salatzki; Florian André; Lukas Damian Weberling; Marco Ochs; Noura A. Atia; Elizabeth Hillier; David Albert; Hugo A. Katus; Evangelos Giannitsis; Norbert Frey; et al. (BMC Medical Imaging, 2022)

SLM2 Is A Novel Cardiac Splicing Factor Involved in Heart Failure due to Dilated Cardiomyopathy. - Jes-Niels Boeckel; Maximilian Möbius-Winkler; Marion Müller; Sabine Rebs; Nicole Eger; Laura Schoppe; Rewati Tappu; Karoline E. Kokot; Jasmin M. Kneuer; Susanne Gaul; Diana M. Bordalo; Alan Lai; et al. (Genom. Proteom. Bioinform., 2022)