Olga Zolotareva

About Olga Zolotareva

Olga Zolotareva, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at Technische Universität München,

His recent articles reflect a diverse array of research interests and contributions to the field:

The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach

Drugst. One-A plug-and-play solution for online systems medicine and network-based drug repurposing

Proteomic meta-study harmonization, mechanotyping and drug repurposing candidate prediction with ProHarMeD

Privacy-aware multi-institutional time-to-event studies

DESMOND 2.0: Identification of differentially expressed biclusters for unsupervised patient stratification

Cancer driver drug interaction explorer

Federated Random Forests can improve local performance of predictive models for various healthcare applications

Flimma: a federated and privacy-aware tool for differential gene expression analysis

Olga Zolotareva Information

University

Position

___

Citations(all)

903

Citations(since 2020)

853

Cited By

265

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

15

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Top articles of Olga Zolotareva

Proteomic meta-study harmonization, mechanotyping and drug repurposing candidate prediction with ProHarMeD

npj Systems Biology and Applications

2023/10/10

Privacy-aware multi-institutional time-to-event studies

PLOS Digital Health

2022/9/6

DESMOND 2.0: Identification of differentially expressed biclusters for unsupervised patient stratification

2022/8/26

Cancer driver drug interaction explorer

Nucleic Acids Research

2022/7/5

Federated Random Forests can improve local performance of predictive models for various healthcare applications

Bioinformatics

2022/4/15

Flimma: a federated and privacy-aware tool for differential gene expression analysis

Genome biology

2021/12/14

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

Nature Machine Intelligence

2021/11

Interpretable Drug Response Prediction using a Knowledge-based Neural Network

2021

Identification of differentially expressed gene modules in heterogeneous diseases

Bioinformatics

2021/6/15

Olga Zolotareva
Olga Zolotareva

H-Index: 7

Martin Ester
Martin Ester

H-Index: 43

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

Bioinformatics

2020/7/13

See List of Professors in Olga Zolotareva University(Technische Universität München)

Co-Authors

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