Olga I. Zolotareva

According to our database, Olga I. Zolotareva authored at least 15 papers between 2018 and 2024.

Collaborative distances:

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

2024

UnPaSt: unsupervised patient stratification by differentially expressed biclusters in omics data.

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

CoRR, 2024

Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt.

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

CoRR, 2024

2022

Cancer driver drug interaction explorer.

Michael Hartung, Elisa Anastasi, Zeinab M. Mamdouh, Cristian Nogales, Harald H. H. W. Schmidt, Jan Baumbach, Olga I. Zolotareva, Markus List

Nucleic Acids Res., 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

Identification of Differentially Expressed Gene Modules in Heterogeneous Diseases

Olga I. Zolotareva

PhD thesis, 2021

Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction.

Hossein Sharifi-Noghabi, Parsa Alamzadeh Harjandi, Olga I. Zolotareva, Colin C. Collins, Martin Ester

Nat. Mach. Intell., 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

Identification of differentially expressed gene modules in heterogeneous diseases.

Olga I. Zolotareva, Sahand Khakabimamaghani, Olga I Isaeva, Zoe Chervontseva, Alexey Savchik, Martin Ester

Bioinform., 2021

Interpretable Drug Response Prediction using a Knowledge-based Neural Network.

Oliver Snow, Hossein Sharifi-Noghabi, Jialin Lu, Olga I. Zolotareva, Mark Lee, Martin Ester

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics.

Hossein Sharifi-Noghabi, Shuman Peng, Olga I. Zolotareva, Colin C. Collins, Martin Ester

Bioinform., 2020

2019

A Survey of Gene Prioritization Tools for Mendelian and Complex Human Diseases.

Olga I. Zolotareva, Maren Kleine

J. Integr. Bioinform., 2019

MOLI: multi-omics late integration with deep neural networks for drug response prediction.

Hossein Sharifi-Noghabi, Olga I. Zolotareva, Colin C. Collins, Martin Ester

Bioinform., 2019

2018

GenCoNet - A Graph Database for the Analysis of Comorbidities by Gene Networks.

Alban Shoshi, Ralf Hofestädt, Olga I. Zolotareva, Marcel Friedrichs, Alex Maier, Vladimir A. Ivanisenko, Victor E. Dosenko, Elena Yu. Bragina

J. Integr. Bioinform., 2018

Search for New Candidate Genes Involved in the Comorbidity of Asthma and Hypertension Based on Automatic Analysis of Scientific Literature.

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

J. Integr. Bioinform., 2018

Molecular Relationships between Bronchial Asthma and Hypertension as Comorbid Diseases.

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

J. Integr. Bioinform., 2018