Dominik Heider

ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 33

Top Venues

Journal of neurology

NAR genomics and bioinformatics

Nature communications

BioData mining

Philipps-Universität Marburg

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Philipps-Universität Marburg

Germany

Professor :: Mathematics and Computer Science

Publications

Dominik Heider, Henning R Stetefeld, Andreas Meisel, Julian Bösel, Marie Artho, Ralf Linker, Klemens Angstwurm, Bernhard Neumann, null null
POLAR: prediction of prolonged mechanical ventilation in patients with myasthenic crisis. Journal of neurology 271 (5) (2024)
Dominik Heider, Henning R Stetefeld, Andreas Meisel, Julian Bösel, Marie Artho, Ralf Linker, Klemens Angstwurm, Bernhard Neumann, null null
POLAR: prediction of prolonged mechanical ventilation in patients with myasthenic crisis. Journal of neurology 271 (5) (2024)
Dominik Heider, Henning R Stetefeld, Andreas Meisel, Julian Bösel, Marie Artho, Ralf Linker, Klemens Angstwurm, Bernhard Neumann, null null
POLAR: prediction of prolonged mechanical ventilation in patients with myasthenic crisis. Journal of neurology (2024)
Dominik Heider, Henning R Stetefeld, Andreas Meisel, Julian Bösel, Marie Artho, Ralf Linker, Klemens Angstwurm, Bernhard Neumann, null null
POLAR: prediction of prolonged mechanical ventilation in patients with myasthenic crisis. Journal of neurology 271 (5) (2024)
Dominik Heider, Henning R Stetefeld, Andreas Meisel, Julian Bösel, Marie Artho, Ralf Linker, Klemens Angstwurm, Bernhard Neumann, null null
POLAR: prediction of prolonged mechanical ventilation in patients with myasthenic crisis. Journal of neurology 271 (5) (2024)
Dominik Heider, Henning R Stetefeld, Andreas Meisel, Julian Bösel, Marie Artho, Ralf Linker, Klemens Angstwurm, Bernhard Neumann, null null
POLAR: prediction of prolonged mechanical ventilation in patients with myasthenic crisis. Journal of neurology 271 (5) (2024)
Sebastian Spänig, Alexander Michel, Dominik Heider
Unsupervised encoding selection through ensemble pruning for biomedical classification. BioData mining 16 (1) (2023)
Sebastian Spänig, Alexander Michel, Dominik Heider
Unsupervised encoding selection through ensemble pruning for biomedical classification. BioData mining 16 (1) (2023)
Marius Welzel, Peter Michael Schwarz, Hannah Franziska Löchel, Tolganay Kabdullayeva, Sandra Clemens, Anke Becker, Bernd Freisleben, Dominik Heider
DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage. Nature communications 14 (1) (2023)
Marius Welzel, Peter Michael Schwarz, Hannah Franziska Löchel, Tolganay Kabdullayeva, Sandra Clemens, Anke Becker, Bernd Freisleben, Dominik Heider
DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage. Nature communications 14 (1) (2023)
Georges Hattab, Aleksandar Anžel, Sebastian Spänig, Nils Neumann, Dominik Heider
A parametric approach for molecular encodings using multilevel atomic neighborhoods applied to peptide classification. NAR genomics and bioinformatics 5 (1) (2023)
Marius Welzel, Peter Michael Schwarz, Hannah Franziska Löchel, Tolganay Kabdullayeva, Sandra Clemens, Anke Becker, Bernd Freisleben, Dominik Heider
DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage. Nature communications 14 (1) (2023)
Marius Welzel, Peter Michael Schwarz, Hannah Franziska Löchel, Tolganay Kabdullayeva, Sandra Clemens, Anke Becker, Bernd Freisleben, Dominik Heider
DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage. Nature communications 14 (1) (2023)
Fatemeh Arabi-Jeshvaghani, Fatemeh Javadi-Zarnaghi, Hannah Franziska Löchel, Roman Martin, Dominik Heider
LAMPPrimerBank, a manually curated database of experimentally validated loop-mediated isothermal amplification primers for detection of respiratory pathogens. Infection (2023)
Mohammad Tajabadi, Linus B Grabenhenrich, Adèle Helena Ribeiro, Michael Leyer, Dominik Heider
Sharing Data With Shared Benefits: Artificial Intelligence Perspective. Journal of medical Internet research 25 (2023)
Georges Hattab, Aleksandar Anžel, Sebastian Spänig, Nils Neumann, Dominik Heider
A parametric approach for molecular encodings using multilevel atomic neighborhoods applied to peptide classification. NAR genomics and bioinformatics 5 (1) (2023)
Julian Matschinske, Julian Späth, Mohammad Bakhtiari, Niklas Probul, Mohammad Mahdi Kazemi Majdabadi, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balazs-Attila Orban, Sándor-József Fejér, Olga I Zolotareva, Supratim Das, Linda Baumbach, Josch Konstantin Pauling, Olivera Tomašević, Béla Bihari, Marcus D Bloice, Nina C Donner, Walid Fdhila, Tobias Frisch, Anne-Christin Hauschild, Dominik Heider, Andreas Philipp Hassler, Walter Hötzendorfer, Jan Hospes, Tim Kacprowski, Markus Kastelitz, Markus List, Rudolf Mayer, Mónika Moga, Heimo Müller, Anastasia Pustozerova, Richard Röttger, Christina C Saak, Anna Saranti, Harald H H W Schmidt, Christof Tschohl, Nina Kerstin Wenke, Jan Baumbach
The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach. Journal of medical Internet research 25 (2023)
Alex El-Shaikh, Marius Welzel, Dominik Heider, Bernhard Seeger
High-scale random access on DNA storage systems. NAR genomics and bioinformatics 4 (1) (2022)
Hannah Franziska Löchel, Marius Welzel, Georges Hattab, Anne-Christin Hauschild, Dominik Heider
Fractal construction of constrained code words for DNA storage systems. Nucleic acids research 50 (5) (2022)
James M Roberts, Dominik Heider, Lina Bergman, Kent L Thornburg
Vision for Improving Pregnancy Health: Innovation and the Future of Pregnancy Research. Reproductive sciences (Thousand Oaks, Calif.) 29 (10) (2022)
Shinichi Namba, Yuki Saito, Yasunori Kogure, Tatsuo Masuda, Melissa L Bondy, Puya Gharahkhani, Ines Gockel, Dominik Heider, Axel Maximilian Hillmer, Janusz A Jankowski, Stuart Macgregor, Carlo Maj, Beatrice Melin, Quinn T Ostrom, Claire Palles, Johannes Schumacher, Ian P M Tomlinson, David C Whiteman, Yukinori Okada, Keisuke Kataoka
Common germline risk variants impact somatic alterations and clinical features across cancers. Cancer research (2022)
Yunxiao Ren, Trinad Chakraborty, Swapnil Prakash Doijad, Linda Falgenhauer, Jane Falgenhauer, Alexander Goesmann, Oliver Schwengers, Dominik Heider
Deep Transfer Learning Enables Robust Prediction of Antimicrobial Resistance for Novel Antibiotics. Antibiotics (Basel, Switzerland) 11 (11) (2022)
Michael Jahn, Mustafa K Özçürümez, Sebastian Dolff, Hana Rohn, Dominik Heider, Alexander Dechêne, Peter Lemmer, Peter M Rath, Antonios Katsounas
A Multipathogen Bile Sample-based PCR Assay Can Guide Empirical Antimicrobial Strategies in Cholestatic Liver Diseases. Journal of clinical and translational hepatology 10 (5) (2022)
Theodor Sperlea, Nico Kreuder, Daniela Beisser, Georges Hattab, Jens Boenigk, Dominik Heider
Quantification of the covariation of lake microbiomes and environmental variables using a machine learning-based framework. Molecular ecology 30 (9) (2021)
Roman Martin, Thomas Hackl, Georges Hattab, Matthias G Fischer, Dominik Heider
MOSGA: Modular Open-Source Genome Annotator. Bioinformatics (Oxford, England) 36 (22-23) (2021)
Sebastian Spänig, Siba Mohsen, Georges Hattab, Anne-Christin Hauschild, Dominik Heider
A large-scale comparative study on peptide encodings for biomedical classification. NAR genomics and bioinformatics 3 (2) (2021)
Jacqueline Beinecke, Dominik Heider
Gaussian noise up-sampling is better suited than SMOTE and ADASYN for clinical decision making. BioData mining 14 (1) (2021)
Youngjun Park, Anne-Christin Hauschild, Dominik Heider
Transfer learning compensates limited data, batch effects and technological heterogeneity in single-cell sequencing. NAR genomics and bioinformatics 3 (4) (2021)
Youngjun Park, Dominik Heider, Anne-Christin Hauschild
Integrative Analysis of Next-Generation Sequencing for Next-Generation Cancer Research toward Artificial Intelligence. Cancers 13 (13) (2021)
Thomas Hackl, Roman Martin, Karina Barenhoff, Sarah Duponchel, Dominik Heider, Matthias G Fischer
Four high-quality draft genome assemblies of the marine heterotrophic nanoflagellate Cafeteria roenbergensis. Scientific data 7 (1) (2020)
Georges Hattab, Theresa-Marie Rhyne, Dominik Heider
Ten simple rules to colorize biological data visualization. PLoS computational biology 16 (10) (2020)
Hannah F Löchel, Dominik Heider
Comparative analyses of error handling strategies for next-generation sequencing in precision medicine. Scientific reports 10 (1) (2020)
Theodor Sperlea, Lea Muth, Roman Martin, Christoph Weigel, Torsten Waldminghaus, Dominik Heider
gammaBOriS: Identification and Taxonomic Classification of Origins of Replication in Gammaproteobacteria using Motif-based Machine Learning. Scientific reports 10 (1) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dominik Heider