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ORCIDOlga I. Zolotareva
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2020 – today
- 2024
[i3]Yuliya Burankova, Miriam Abele, Mohammad Bakhtiari, Christine von Törne, Teresa Barth, Lisa Schweizer, Pieter Giesbertz, Johannes R. Schmidt, Stefan Kalkhof, Janina Müller-Deile, Peter A. van Veelen, Yassene Mohammed, Elke Hammer, Lis Arend, Klaudia Adamowicz, Tanja Laske, Anne Hartebrodt, Tobias Frisch, Chen Meng, Julian O. Matschinske, Julian Späth, Richard Röttger, Veit Schwämmle, Stefanie M. Hauck, Stefan Lichtenthaler, Axel Imhof, Matthias Mann, Christina Ludwig, Bernhard Küster, Jan Baumbach, Olga I. Zolotareva:
Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt. CoRR abs/2407.15220 (2024)- [i2]Michael Hartung, Andreas Maier, Fernando Delgado-Chaves, Yuliya Burankova, Olga I. Isaeva, Fábio Malta de Sá Patroni, Daniel He, Casey Shannon, Katharina Kaufmann, Jens Lohmann, Alexey Savchik, Anne Hartebrodt, Zoe Chervontseva, Farzaneh Firoozbakht, Niklas Probul, Evgenia Zotova, Olga Tsoy, David B. Blumenthal, Martin Ester, Tanja Laske, Jan Baumbach, Olga I. Zolotareva:
UnPaSt: unsupervised patient stratification by differentially expressed biclusters in omics data. CoRR abs/2408.00200 (2024) - 2022
- [j10]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) - [j9]Michael Hartung, Elisa Anastasi, Zeinab M. Mamdouh, Cristian Nogales, Harald H. H. W. Schmidt, Jan Baumbach, Olga I. Zolotareva, Markus List:
Cancer driver drug interaction explorer. Nucleic Acids Res. 50(W1): 138-144 (2022) - 2021
- [j8]Olga I. Zolotareva, Sahand Khakabimamaghani, Olga I Isaeva, Zoe Chervontseva, Alexey Savchik, Martin Ester:
Identification of differentially expressed gene modules in heterogeneous diseases. Bioinform. 37(12): 1691-1698 (2021) - [j7]Hossein Sharifi-Noghabi, Parsa Alamzadeh Harjandi, Olga I. Zolotareva, Colin C. Collins, Martin Ester:
Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction. Nat. Mach. Intell. 3(11): 962-972 (2021) - [c1]Oliver Snow, Hossein Sharifi-Noghabi, Jialin Lu, Olga I. Zolotareva, Mark Lee, Martin Ester:
Interpretable Drug Response Prediction using a Knowledge-based Neural Network. KDD 2021: 3558-3568 - [i1]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
- [j6]Hossein Sharifi-Noghabi, Shuman Peng, Olga I. Zolotareva, Colin C. Collins, Martin Ester:
AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics. Bioinform. 36(Supplement-1): i380-i388 (2020)
2010 – 2019
- 2019
- [j5]Hossein Sharifi-Noghabi, Olga I. Zolotareva, Colin C. Collins, Martin Ester:
MOLI: multi-omics late integration with deep neural networks for drug response prediction. Bioinform. 35(14): i501-i509 (2019) - [j4]Olga I. Zolotareva, Maren Kleine:
A Survey of Gene Prioritization Tools for Mendelian and Complex Human Diseases. J. Integr. Bioinform. 16(4) (2019) - 2018
- [j3]Elena Yu. Bragina, Irina A. Goncharova, Anna F. Garaeva, Evgeniy V. Nemerov, Anastasija A. Babovskaya, Andrey B. Karpov, Yulia V. Semenova, Irina Z. Zhalsanova, Densema E. Gomboeva, Olga V. Saik, Olga I. Zolotareva, Vladimir A. Ivanisenko, Victor E. Dosenko, Ralf Hofestädt, Maxim B. Freidin:
Molecular Relationships between Bronchial Asthma and Hypertension as Comorbid Diseases. J. Integr. Bioinform. 15(4) (2018) - [j2]Olga V. Saik, Pavel S. Demenkov, Timofey V. Ivanisenko, Elena Yu. Bragina, Maxim B. Freidin, Victor E. Dosenko, Olga I. Zolotareva, Evgeniy L. Choynzonov, Ralf Hofestädt, Vladimir A. Ivanisenko:
Search for New Candidate Genes Involved in the Comorbidity of Asthma and Hypertension Based on Automatic Analysis of Scientific Literature. J. Integr. Bioinform. 15(4) (2018) - [j1]Alban Shoshi, Ralf Hofestädt, Olga I. Zolotareva, Marcel Friedrichs, Alex Maier, Vladimir A. Ivanisenko, Victor E. Dosenko, Elena Yu. Bragina:
GenCoNet - A Graph Database for the Analysis of Comorbidities by Gene Networks. J. Integr. Bioinform. 15(4) (2018)
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