Anne-Christin Hauschild

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 18

Top Topics

Partially Overlapping

Machine Learning

Prostate Cancer

Data Integration

Top Venues

Briefings Bioinform.

Nucleic Acids Res.

Publications

Theresa Bender, Jacqueline Michelle Beinecke, Dagmar Krefting, Carolin Müller, Henning Dathe, Tim Seidler, Nicolai Spicher, Anne-Christin Hauschild
Analysis of a Deep Learning Model for 12-Lead ECG Classification Reveals Learned Features Similar to Diagnostic Criteria. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Youngjune Park, Nils P. Muttray, Anne-Christin Hauschild
Species-agnostic transfer learning for cross-species transcriptomics data integration without gene orthology. Briefings Bioinform. 25 (2) (2024)
Youngjun Park, Anne-Christin Hauschild
The effect of data transformation on low-dimensional integration of single-cell RNA-seq. BMC Bioinform. 25 (1) (2024)
Miriam Cindy Maurer, Jacqueline Michelle Metsch, Philip Hempel, Theresa Bender, Nicolai Spicher, Anne-Christin Hauschild
Explainable Artificial Intelligence on Biosignals for Clinical Decision Support. KDD (2024)
Jacqueline Michelle Metsch, Anna Saranti, Alessa Angerschmid, Bastian Pfeifer, Vanessa Klemt, Andreas Holzinger, Anne-Christin Hauschild
CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks. J. Biomed. Informatics 150 (2024)
Youngjun Park, Cord Eric Schmidt, Benedikt Marcel Batton, Anne-Christin Hauschild
Federated Random Forest for Partially Overlapping Clinical Data. CoRR (2024)
Bastian Pfeifer, Hryhorii Chereda, Roman Martin, Anna Saranti, Sandra Clemens, Anne-Christin Hauschild, Tim Beißbarth, Andreas Holzinger, Dominik Heider
Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification. Bioinform. 39 (10) (2023)
Anne-Christin Hauschild, Chiara Pastrello, Gitta Kirana Anindya Ekaputeri, Dylan Bethune-Waddell, Mark Abovsky, Zuhaib Ahmed, Max Kotlyar, Richard Lu, Igor Jurisica
MirDIP 5.2: tissue context annotation and novel microRNA curation. Nucleic Acids Res. 51 (D1) (2023)
Andreas Holzinger, Anna Saranti, Anne-Christin Hauschild, Jacqueline Michelle Beinecke, Dominik Heider, Richard Röttger, Heimo Müller, Jan Baumbach, Bastian Pfeifer
Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning. CD-MAKE (2023)
Jacqueline Michelle Beinecke, Patrick Anders, Tino Schurrat, Dominik Heider, Markus Luster, Damiano Librizzi, Anne-Christin Hauschild
Evaluation of machine learning strategies for imaging confirmed prostate cancer recurrence prediction on electronic health records. Comput. Biol. Medicine 143 (2022)
Theresa Bender, Jacqueline Michelle Beinecke, Dagmar Krefting, Carolin Müller, Henning Dathe, Tim Seidler, Nicolai Spicher, Anne-Christin Hauschild
Analysis of a Deep Learning Model for 12-Lead ECG Classification Reveals Learned Features Similar to Diagnostic Criteria. CoRR (2022)
Yunxiao Ren, Trinad Chakraborty, Swapnil Doijad, Linda Falgenhauer, Jane Falgenhauer, Alexander Goesmann, Anne-Christin Hauschild, Oliver Schwengers, Dominik Heider
Prediction of antimicrobial resistance based on whole-genome sequencing and machine learning. Bioinform. 38 (2) (2022)
Anne-Christin Hauschild, Marta Lemanczyk, Julian O. Matschinske, Tobias Frisch, Olga I. Zolotareva, Andreas Holzinger, Jan Baumbach, Dominik Heider
Federated Random Forests can improve local performance of predictive models for various healthcare applications. Bioinform. 38 (8) (2022)
Franziska Hufsky, Kevin Lamkiewicz, Alexandre Almeida, Abdel Aouacheria, Cecilia N. Arighi, Alex Bateman, Jan Baumbach, Niko Beerenwinkel, Christian Brandt, Marco Cacciabue, Sara Chuguransky, Oliver Drechsel, Robert D. Finn, Adrian Fritz, Stephan Fuchs, Georges Hattab, Anne-Christin Hauschild, Dominik Heider, Marie Hoffmann, Martin Hölzer, Stefan Hoops, Lars Kaderali, Ioanna Kalvari, Max von Kleist, Renó Kmiecinski, Denise Kühnert, Gorka Lasso, Pieter Libin, Markus List, Hannah F. Löchel, Maria Jesus Martin, Roman Martin, Julian O. Matschinske, Alice C. McHardy, Pedro Mendes, Jaina Mistry, Vincent Navratil, Eric P. Nawrocki, Áine Niamh O'toole, Nancy Ontiveros-Palacios, Anton I. Petrov, Guillermo Rangel-Pineros, Nicole Redaschi, Susanne Reimering, Knut Reinert, Alejandro Reyes, Lorna J. Richardson, David L. Robertson, Sepideh Sadegh, Joshua B. Singer, Kristof Theys, Chris Upton, Marius Welzel, Lowri Williams, Manja Marz
Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research. Briefings Bioinform. 22 (2) (2021)
Julian O. Matschinske, Julian Späth, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balázs Orbán, Sándor Fejér, Olga I. Zolotareva, Mohammad Bakhtiari, Béla Bihari, Marcus D. Bloice, Nina C. Donner, Walid Fdhila, Tobias Frisch, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Jan Hospes, Tim Kacprowski, Markus Kastelitz, Markus List, Rudolf Mayer, Mónika Moga, Heimo Müller, Anastasia Pustozerova, Richard Röttger, Anna Saranti, Harald H. H. W. Schmidt, Christof Tschohl, Nina Kerstin Wenke, Jan Baumbach
The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond. CoRR (2021)
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, David B. Blumenthal, Tim Kacprowski, Markus List, Julian O. Matschinske, Julian Späth, Nina Kerstin Wenke, Béla Bihari, Tobias Frisch, Anne Hartebrodt, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Markus Kastelitz, Rudolf Mayer, Cristian Nogales, Anastasia Pustozerova, Richard Röttger, Harald H. H. W. Schmidt, Ameli Schwalber, Christof Tschohl, Andrea Wohner, Jan Baumbach
Privacy-preserving Artificial Intelligence Techniques in Biomedicine. CoRR (2020)
Tomás Tokár, Chiara Pastrello, Andrea E. M. Rossos, Mark Abovsky, Anne-Christin Hauschild, Mike Tsay, Richard Lu, Igor Jurisica
mirDIP 4.1 - integrative database of human microRNA target predictions. Nucleic Acids Res. 46 (Database-Issue) (2018)
Eudes Barbosa, Richard Röttger, Anne-Christin Hauschild, Siomar de Castro Soares, Sebastian Böcker, Vasco Azevedo, Jan Baumbach
LifeStyle-Specific-Islands (LiSSI): Integrated Bioinformatics Platform for Genomic Island Analysis. J. Integr. Bioinform. 14 (2) (2017)
Markus List, Anne-Christin Hauschild, Qihua Tan, Torben Arvid Kruse, Jan Mollenhauer, Jan Baumbach, Richa Batra
Classification of Breast Cancer Subtypes by combining Gene Expression and DNA Methylation Data. J. Integr. Bioinform. 11 (2) (2014)
Eudes Barbosa, Richard Röttger, Anne-Christin Hauschild, Vasco Azevedo, Jan Baumbach
On the limits of computational functional genomics for bacterial lifestyle prediction. GCB (2014)
Till Schneider, Anne-Christin Hauschild, Jörg Ingo Baumbach, Jan Baumbach
An Integrative Clinical Database and Diagnostics Platform for Biomarker Identification and Analysis in Ion Mobility Spectra of Human Exhaled Air. J. Integr. Bioinform. 10 (2) (2013)