Anne-Christin Hauschild

According to our database, Anne-Christin Hauschild authored at least 24 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The effect of data transformation on low-dimensional integration of single-cell RNA-seq.

Youngjun Park, Anne-Christin Hauschild

BMC Bioinform., December, 2024

Analysis of a Deep Learning Model for 12-Lead ECG Classification Reveals Learned Features Similar to Diagnostic Criteria.

Theresa Bender, Jacqueline Michelle Beinecke, Dagmar Krefting, Carolin Müller, Henning Dathe, Tim Seidler, Nicolai Spicher, Anne-Christin Hauschild

IEEE J. Biomed. Health Informatics, April, 2024

Species-agnostic transfer learning for cross-species transcriptomics data integration without gene orthology.

Youngjune Park, Nils P. Muttray, Anne-Christin Hauschild

Briefings Bioinform., January, 2024

CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks.

Jacqueline Michelle Metsch, Anna Saranti, Alessa Angerschmid, Bastian Pfeifer, Vanessa Klemt, Andreas Holzinger, Anne-Christin Hauschild

J. Biomed. Informatics, 2024

Federated Random Forest for Partially Overlapping Clinical Data.

Youngjun Park, Cord Eric Schmidt, Benedikt Marcel Batton, Anne-Christin Hauschild

CoRR, 2024

Explainable Artificial Intelligence on Biosignals for Clinical Decision Support.

Miriam Cindy Maurer, Jacqueline Michelle Metsch, Philip Hempel, Theresa Bender, Nicolai Spicher, Anne-Christin Hauschild

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification.

Bastian Pfeifer, Hryhorii Chereda, Roman Martin, Anna Saranti, Sandra Clemens, Anne-Christin Hauschild, Tim Beißbarth, Andreas Holzinger, Dominik Heider

Bioinform., October, 2023

Ensemble-GNN: Source Code and Data.

Bastian Pfeifer, Hryhorii Chereda, Roman Martin, Anna Saranti, Sandra Clemens, Anne-Christin Hauschild, Tim Beißbarth, Andreas Holzinger, Dominik Heider

Dataset, August, 2023

MirDIP 5.2: tissue context annotation and novel microRNA curation.

Anne-Christin Hauschild, Chiara Pastrello, Gitta Kirana Anindya Ekaputeri, Dylan Bethune-Waddell, Mark Abovsky, Zuhaib Ahmed, Max Kotlyar, Richard Lu, Igor Jurisica

Nucleic Acids Res., January, 2023

Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning.

Andreas Holzinger, Anna Saranti, Anne-Christin Hauschild, Jacqueline Michelle Beinecke, Dominik Heider, Richard Röttger, Heimo Müller, Jan Baumbach, Bastian Pfeifer

Proceedings of the Machine Learning and Knowledge Extraction, 2023

2022

Evaluation of machine learning strategies for imaging confirmed prostate cancer recurrence prediction on electronic health records.

Jacqueline Michelle Beinecke, Patrick Anders, Tino Schurrat, Dominik Heider, Markus Luster, Damiano Librizzi, Anne-Christin Hauschild

Comput. Biol. Medicine, 2022

Prediction of antimicrobial resistance based on whole-genome sequencing and machine learning.

Yunxiao Ren, Trinad Chakraborty, Swapnil Doijad, Linda Falgenhauer, Jane Falgenhauer, Alexander Goesmann, Anne-Christin Hauschild, Oliver Schwengers, Dominik Heider

Bioinform., 2022

Federated Random Forests can improve local performance of predictive models for various healthcare applications.

Anne-Christin Hauschild, Marta Lemanczyk, Julian O. Matschinske, Tobias Frisch, Olga I. Zolotareva, Andreas Holzinger, Jan Baumbach, Dominik Heider

Bioinform., 2022

2021

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond.

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

CoRR, 2021

Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research.

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

Briefings Bioinform., 2021

2020

Privacy-preserving Artificial Intelligence Techniques in Biomedicine.

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

CoRR, 2020

2019

Visualization of Biomedical Networks.

Anne-Christin Hauschild, Chiara Pastrello, Andrea E. M. Rossos, Igor Jurisica

Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

2018

mirDIP 4.1 - integrative database of human microRNA target predictions.

Tomás Tokár, Chiara Pastrello, Andrea E. M. Rossos, Mark Abovsky, Anne-Christin Hauschild, Mike Tsay, Richard Lu, Igor Jurisica

Nucleic Acids Res., 2018

2017

LifeStyle-Specific-Islands (LiSSI): Integrated Bioinformatics Platform for Genomic Island Analysis.

Eudes Barbosa, Richard Röttger, Anne-Christin Hauschild, Siomar de Castro Soares, Sebastian Böcker, Vasco Ariston de Carvalho Azevedo, Jan Baumbach

J. Integr. Bioinform., 2017

2016

Machine Learning for In Silico Modeling of Tumor Growth.

Fleur Jeanquartier, Claire Jean-Quartier, Max Kotlyar, Tomás Tokár, Anne-Christin Hauschild, Igor Jurisica, Andreas Holzinger

Proceedings of the Machine Learning for Health Informatics, 2016

Computational methods for breath metabolomics in clinical diagnostics.

Anne-Christin Hauschild

PhD thesis, 2016

2014

Classification of Breast Cancer Subtypes by combining Gene Expression and DNA Methylation Data.

Markus List, Anne-Christin Hauschild, Qihua Tan, Torben Arvid Kruse, Jan Mollenhauer, Jan Baumbach, Richa Batra

J. Integr. Bioinform., 2014

On the limits of computational functional genomics for bacterial lifestyle prediction.

Eudes Barbosa, Richard Röttger, Anne-Christin Hauschild, Vasco Ariston de Carvalho Azevedo, Jan Baumbach

Proceedings of the German conference on bioinformatics 2014, September 28, 2014

2013

An Integrative Clinical Database and Diagnostics Platform for Biomarker Identification and Analysis in Ion Mobility Spectra of Human Exhaled Air.

Till Schneider, Anne-Christin Hauschild, Jörg Ingo Baumbach, Jan Baumbach

J. Integr. Bioinform., 2013