Olga I. Zolotareva

Orcid: 0000-0002-9424-8052

According to our database1, Olga I. Zolotareva authored at least 15 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
UnPaSt: unsupervised patient stratification by differentially expressed biclusters in omics data.
CoRR, 2024

Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt.
CoRR, 2024

2022
Cancer driver drug interaction explorer.
Nucleic Acids Res., 2022

Federated Random Forests can improve local performance of predictive models for various healthcare applications.
Bioinform., 2022

2021
Identification of Differentially Expressed Gene Modules in Heterogeneous Diseases
PhD thesis, 2021

Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction.
Nat. Mach. Intell., 2021

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond.
CoRR, 2021

Identification of differentially expressed gene modules in heterogeneous diseases.
Bioinform., 2021

Interpretable Drug Response Prediction using a Knowledge-based Neural Network.
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.
Bioinform., 2020

2019
A Survey of Gene Prioritization Tools for Mendelian and Complex Human Diseases.
J. Integr. Bioinform., 2019

MOLI: multi-omics late integration with deep neural networks for drug response prediction.
Bioinform., 2019

2018
GenCoNet - A Graph Database for the Analysis of Comorbidities by Gene Networks.
J. Integr. Bioinform., 2018

Search for New Candidate Genes Involved in the Comorbidity of Asthma and Hypertension Based on Automatic Analysis of Scientific Literature.
J. Integr. Bioinform., 2018

Molecular Relationships between Bronchial Asthma and Hypertension as Comorbid Diseases.
J. Integr. Bioinform., 2018


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