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ORCIDAnne-Christin Hauschild
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- affiliation: Justus-Liebig University Gießen, Germany
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2020 – today
- 2025
[i5]Anh-Tien Nguyen, Duy Minh Ho Nguyen, Nghiem Tuong Diep, Trung Quoc Nguyen, Nhat Ho, Jacqueline Michelle Metsch, Miriam Cindy Maurer, Daniel Sonntag, Hanibal Bohnenberger, Anne-Christin Hauschild:
MGPATH: Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot WSI Classification. CoRR abs/2502.07409 (2025)- 2024
- [j15]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) - [j14]Stefan Schrod, Helena U. Zacharias, Tim Beißbarth, Anne-Christin Hauschild, Michael Altenbuchinger:
CODEX: COunterfactual Deep learning for the in silico EXploration of cancer cell line perturbations. Bioinform. 40(Supplement_1): i91-i99 (2024) - [j13]Youngjun Park, Anne-Christin Hauschild:
The effect of data transformation on low-dimensional integration of single-cell RNA-seq. BMC Bioinform. 25(1): 171 (2024) - [j12]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: 104600 (2024) - [j11]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): 1848-1859 (2024) - [c4]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: 6597-6604 - [c3]Maryam Moradpour, Zully Ritter, Anne-Christin Hauschild:
Multi-Objective Performance Optimization of Machine Learning Models in Healthcare. MIE 2024: 822-826 - [i4]Youngjun Park, Cord Eric Schmidt, Benedikt Marcel Batton, Anne-Christin Hauschild:
Federated Random Forest for Partially Overlapping Clinical Data. CoRR abs/2405.20738 (2024) - 2023
- [j10]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) - [j9]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): 217-225 (2023) - [c2]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: 45-64 - [d1]Bastian Pfeifer, Hryhorii Chereda, Roman Martin, Anna Saranti, Sandra Clemens, Anne-Christin Hauschild, Tim Beißbarth, Andreas Holzinger, Dominik Heider:
Ensemble-GNN: Source Code and Data. Zenodo, 2023
- 2022
- [j8]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): 325-334 (2022) - [j7]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): 2278-2286 (2022) - [j6]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: 105263 (2022) - [i3]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 abs/2211.01738 (2022) - 2021
- [j5]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): 642-663 (2021) - [i2]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 abs/2105.05734 (2021) - 2020
- [i1]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 abs/2007.11621 (2020)
2010 – 2019
- 2019
- [r1]Anne-Christin Hauschild, Chiara Pastrello, Andrea E. M. Rossos, Igor Jurisica:
Visualization of Biomedical Networks. Encyclopedia of Bioinformatics and Computational Biology (1) 2019: 1016-1035 - 2018
- [j4]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): D360-D370 (2018) - 2017
- [j3]Eudes Barbosa, Richard Röttger, Anne-Christin Hauschild, Siomar de Castro Soares, Sebastian Böcker, Vasco Ariston de Carvalho Azevedo, Jan Baumbach:
LifeStyle-Specific-Islands (LiSSI): Integrated Bioinformatics Platform for Genomic Island Analysis. J. Integr. Bioinform. 14(2) (2017) - 2016
- [b1]Anne-Christin Hauschild:
Computational methods for breath metabolomics in clinical diagnostics. Saarland University, Germany, 2016 - [p1]Fleur Jeanquartier, Claire Jean-Quartier, Max Kotlyar, Tomás Tokár, Anne-Christin Hauschild, Igor Jurisica, Andreas Holzinger:
Machine Learning for In Silico Modeling of Tumor Growth. Machine Learning for Health Informatics 2016: 415-434 - 2014
- [j2]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) - [c1]Eudes Barbosa, Richard Röttger, Anne-Christin Hauschild, Vasco Ariston de Carvalho Azevedo, Jan Baumbach:
On the limits of computational functional genomics for bacterial lifestyle prediction. GCB 2014: 79-84 - 2013
- [j1]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)
Coauthor Index
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