Julian O. Matschinske

发表

Towards Query-Driven Data Minimization

Peter K. Schwab, Klaus Meyer-Wegener, Andreas M. Wahl, 2018, LWDA.

Query-Driven Data Minimization with the DataEconomist

Peter K. Schwab, Klaus Meyer-Wegener, Andreas M. Wahl, 2019, EDBT.

Privacy-Preserving Artificial Intelligence Techniques in Biomedicine pdf

Andreas Holzinger, Jan Baumbach, David B. Blumenthal, 2020, Methods of information in medicine.

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond pdf

Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Tobias Frisch, 2021, ArXiv.

Privacy-Preserving Artificial Intelligence Techniques in Biomedicine

Andreas Holzinger, David B. Blumenthal, Reza Nasirigerdeh, 2020, Methods of information in medicine.

Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research

Robert D. Finn, Alex Bateman, Niko Beerenwinkel, 2020, Briefings Bioinform..

Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research

Eric P. Nawrocki, Anton I. Petrov, Joshua B. Singer, 2020, Briefings Bioinform..

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

Julian O. Matschinske, E. Antman, J. Loscalzo, 2022, PLOS digital health.

Federated machine learning for a facilitated implementation of Artificial Intelligence in healthcare – a proof of concept study for the prediction of coronary artery calcification scores

Julian O. Matschinske, J. Baumbach, D. Baumgart, 2022, J. Integr. Bioinform..

Targeting infectious diseases: The CoVex example

David B. Blumenthal, Julian O. Matschinske, A. Stukalov, 2022, Targeting infectious diseases: The CoVex example.

dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning

Julian O. Matschinske, P. Burton, D. Dwyer, 2021, bioRxiv.

Lessons from the COVID-19 pandemic for advancing computational drug repurposing strategies

Julian Matschinske, Julian Späth, Jan Baumbach, 2021, Nature Computational Science.

Exploring the SARS-CoV-2 virus-host-drug interactome for drug repurposing

David B. Blumenthal, Reza Nasirigerdeh, Julian Matschinske, 2020, Nature Communications.

sPLINK: a hybrid federated tool as a robust alternative to meta-analysis in genome-wide association studies

Julian O. Matschinske, D. Rueckert, E. Pitkänen, 2022, Genome biology.

sPLINK: A Federated, Privacy-Preserving Tool as a Robust Alternative to Meta-Analysis in Genome-Wide Association Studies

Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Julian Matschinske, 2020, bioRxiv.

The AIMe registry for artificial intelligence in biomedical research

David B. Blumenthal, Julian O. Matschinske, T. Kacprowski, 2021, Nature Methods.

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

David B. Blumenthal, Julian O. Matschinske, J. Baumbach, 2021, Genome Biology.

Individuating Possibly Repurposable Drugs and Drug Targets for COVID-19 Treatment through Hypothesis-Driven Systems Medicine Using CoVex.

David B. Blumenthal, Julian O. Matschinske, J. Baumbach, 2020, Assay and drug development technologies.

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

Julian O. Matschinske, Andreas Holzinger, J. Baumbach, 2022, Bioinform..

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

David B. Blumenthal, Julian O. Matschinske, J. Baumbach, 2021, Genome Biology.

HyFed: A Hybrid Federated Framework for Privacy-preserving Machine Learning pdf

Daniel Rueckert, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, 2021, ArXiv.

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

David B. Blumenthal, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, 2020, 2010.16403.

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

Gary D Bader, David B. Blumenthal, Julian O. Matschinske, 2023, ArXiv.

The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach

Julian O. Matschinske, Marcus D. Bloice, Nina C. Donner, 2023, Journal of medical Internet research.

Exploring the SARS-CoV-2 virus-host-drug interactome for drug repurposing

David B. Blumenthal, Julian O. Matschinske, J. Baumbach, 2020, Nature Communications.