Olga I. Zolotareva

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Gene Expression

Differentially Expressed

Top Venues

J. Integr. Bioinform.

Publications

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 (2024)
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) (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)
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) (2021)
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)
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)
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) (2021)
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) (2020)
Olga I. Zolotareva, Maren Kleine
A Survey of Gene Prioritization Tools for Mendelian and Complex Human Diseases. J. Integr. Bioinform. 16 (4) (2019)
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) (2019)
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)
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)
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)