André Karch

14 papers Misc 3Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A rule-based clinical decision support system for detection of acute kidney injury after pediatric cardiac surgery.
Comput. Biol. Medicine
Janice Wachenbrunner, Marcel Mast, Julia Böhnke, Nicole Rübsamen, Louisa Bode, André Karch, Henning Rathert, Alexander Horke, Philipp Beerbaum, Michael Marschollek, Thomas Jack, Martin Böhne
2025 J jnl
An attention-based bidirectional LSTM-CNN architecture for the early prediction of sepsis.
Int. J. Data Sci. Anal.
Pronaya Prosun Das, Lena Wiese, Marcel Mast, Julia Böhnke, Antje Wulff, Michael Marschollek, Louisa Bode, Henning Rathert, Thomas Jack, Sven Schamer, Philipp Beerbaum, Nicole Rübsamen, André Karch, Christian Groszweski-Anders, Andreas Haller, Torsten Frank
2025 J jnl
Can synthetic data reproduce real-world findings in epidemiology? A replication study using tree-based generative AI.
CoRR
Jan Kapar, Kathrin Günther, Lori Ann Vallis, Klaus Berger, Nadine Binder, Hermann Brenner, Stefanie Castell, Beate Fischer, Volker Harth, Bernd Holleczek, Timm Intemann, Till Ittermann, André Karch, Thomas Keil, Lilian Krist, Berit Lange, Michael F. Leitzmann, Katharina Nimptsch, Nadia Obi, Iris Pigeot, Tobias Pischon, Tamara Schikowski, Börge Schmidt, Carsten Oliver Schmidt, Anja M. Sedlmair, Justine Tanoey, Harm Wienbergen, Andreas Wienke, Claudia Wigmann, Marvin N. Wright
2024 Misc conf
A Standardized Framework for Modeling Non-Pharmaceutical Interventions in Individual-Based Infectious Disease Simulations.
WSC
Johannes Ponge, Janik Suer, Bernd Hellingrath, André Karch
2023 J jnl
Estimating fine age structure and time trends in human contact patterns from coarse contact data: The Bayesian rate consistency model.
PLoS Comput. Biol.
Shozen Dan, Yu Chen, Yining Chen, Mélodie Monod, Veronika K. Jaeger, Samir Bhatt, André Karch, Oliver Ratmann
2023 Misc conf
Evaluating Parallelization Strategies for Large-Scale Individual-based Infectious Disease Simulations.
WSC
Johannes Ponge, Dennis Horstkemper, Bernd Hellingrath, Lukas Bayer, Wolfgang Bock, André Karch
2021 J jnl
Clinical evaluation of an interoperable clinical decision-support system for the detection of systemic inflammatory response syndrome in critically ill children.
BMC Medical Informatics Decis. Mak.
Antje Wulff, Sara Montag, Nicole Rübsamen, Friederike Dziuba, Michael Marschollek, Philipp Beerbaum, André Karch, Thomas Jack
2021 — conf
Developing a Data Driven Approach for Early Detection of SIRS in Pediatric Intensive Care Using Automatically Labeled Training Data.
ICIMTH
Marcel Mast, Michael Marschollek, Louisa Bode, Antje Wulff, Sven Schamer, Henning Rathert, Thomas Jack, Philipp Beerbaum, Nicole Rübsamen, Julia Böhnke, André Karch, Pronaya Prosun, Lena Wiese, Christian Groszewski-Anders, Andreas Haller, Mathias Slawik, Torsten Frank
2021 J jnl
Effects of incomplete inter-hospital network data on the assessment of transmission dynamics of hospital-acquired infections.
PLoS Comput. Biol.
Hanjue Xia, Johannes Horn, Monika J. Piotrowska, Konrad Sakowski, André Karch, Hannan Tahir, Mirjam E. Kretzschmar, Rafael T. Mikolajczyk
2021 Misc conf
Generating Synthetic Populations Based On German Census Data.
WSC
Johannes Ponge, Malte Enbergs, Michael Schüngel, Bernd Hellingrath, André Karch, Stephan Ludwig
2021 J jnl
Relevance of intra-hospital patient movements for the spread of healthcare-associated infections within hospitals - a mathematical modeling study.
PLoS Comput. Biol.
Hannan Tahir, Luis Eduardo López-Cortés, Axel Kola, Dafna Yahav, André Karch, Hanjue Xia, Johannes Horn, Konrad Sakowski, Monika J. Piotrowska, Leonard Leibovici, Rafael T. Mikolajczyk, Mirjam E. Kretzschmar
2020 J jnl
Modelling pathogen spread in a healthcare network: Indirect patient movements.
PLoS Comput. Biol.
Monika J. Piotrowska, Konrad Sakowski, André Karch, Hannan Tahir, Johannes Horn, Mirjam E. Kretzschmar, Rafael T. Mikolajczyk
2020 J jnl
Modelling pathogen spread in a healthcare network: indirect patient movements.
CoRR
Monika J. Piotrowska, Konrad Sakowski, André Karch, Hannan Tahir, Johannes Horn, Mirjam E. Kretzschmar, Rafael T. Mikolajczyk
2018 — conf
Interactive Feedback of Data Quality in Clinical Research. A Case Study from an Infectious Diseases Cohort.
GMDS
Stephan Glöckner, Daniela Schindler, André Karch