#SwarmLearning

Harnessing digital power for better medical care

Machine Learning and Artificial Intelligence are our tools to develop data-driven solutions in precision medicine, while emphasizing the importance of data protection, privacy and ethics.

A team dedicated to taking precision medicine to the next level.

Our multidisciplinary group brings together top-ranked scientists in Immunology, Infectious Diseases, Clinical Research, Statistics, Data Science and Population Research.

Together, we want to ensure a deep understanding of relevant biological questions, using multi-omics strategies with strong support from streamlined algorithms.

Renowned researchers

Competent team

International network

Reliable infrastructure

Projects

Improving multi-omics analysis in multiple fronts

Custom-made applications are built to determine the correct outcome for genomics, transcriptomics, proteomics and single-cell sequencing platforms.

Global Swarm

Erat ipsum justo amet duo et elitr dolor, est duo duo eos lorem sed diam stet diam sed stet lorem.

COVIM Immunohub 2.0

Erat ipsum justo amet duo et elitr dolor, est duo duo eos lorem sed diam stet diam sed stet lorem.

Pandemic Preparedness

Erat ipsum justo amet duo et elitr dolor, est duo duo eos lorem sed diam stet diam sed stet lorem.

NeuroCOV

Erat ipsum justo amet duo et elitr dolor, est duo duo eos lorem sed diam stet diam sed stet lorem.

Together and stronger

Collaborative work across multiple top-ranked institutions

Aliqu diam amet diam et eos labore. Clita erat ipsum et lorem et sit, sed stet no labore lorem sit. Sanctus clita duo justo et tempor

Research centers

University hospitals

Clinical stations

1986

participants

2912

datapoints

Swarm learning is a decentralized machine learning approach where multiple nodes collaborate to train models without sharing raw data, preserving privacy and data security. It is a technique that leverages permissioned blockchain technology to coordinate and validate the learning process across distributed participants.

A permissioned blockchain is a type of blockchain network that restricts access to authorized participants only, ensuring that only verified entities can join and perform transactions. This type of blockchain provides greater control over network governance and data privacy compared to public blockchains.

No. Only insights and learnings are used for the Swarm models, meaning that the data remains with you, all the time.

Yes.

Using the HIFIS Authentication platform, login into your Swarm-User area to access your dashboard.

Click here to access the decision tree which will give you the standard metadata format for your specific needs.

Click here to visit our Wiki page for assistance.

Our Team

Meet Our Experienced Team Members

Tempor erat elitr rebum at clita. Diam dolor diam ipsum et tempor sit. Aliqu diam amet diam et eos labore. Clita erat ipsum et lorem et sit, sed stet no labore lorem sit. Sanctus clita duo justo et tempor eirmod magna dolore erat amet

Prof. Dr. Joachim L. Schultze

Group Leader

Dr. Hartmut Schultze

Machine Learning Specialist

Dr. Stefanie Warnat-Herrestal

Young Group Leader

Anna Aschenbrenner

Group Leader

Testimonial

Meet our coordinators!

The Swarm Learning counts with the knowledge of several experts in Biology, Medicine and Data Science. Here are their thoughts on Swarm Learning.

Aliqu diam amet diam et eos labore. Clita erat ipsum et lorem et sit, sed stet no labore lorem sit. Sanctus clita duo justo et tempor eirmod magna dolore erat amet

Univ.-Prof. Dr. med. Leif Erik Sander

Charité - Universitätsmedizin Berlin

Aliqu diam amet diam et eos labore. Clita erat ipsum et lorem et sit, sed stet no labore lorem sit. Sanctus clita duo justo et tempor eirmod magna dolore erat amet

Prof. Dr. Martina Sester

Universität des Saarlandes

Aliqu diam amet diam et eos labore. Clita erat ipsum et lorem et sit, sed stet no labore lorem sit. Sanctus clita duo justo et tempor eirmod magna dolore erat amet

Prof. Dr. Florian Klein

Uniklinik Köln

Swarm Learning.Hub

Artificial Intelligence and Machine Learning for Precision Medicine are no longer a topic of the future.

They are our present.

DZNE Swarm Learning Hub

Venusberg-Campus 1, Building 99 - 53127 Bonn, Germany

+49 228 433020

swarmlearning@dzne.de

Our Projects

Global Swarm Pandemic Preparedness COVIM Immunohub 2.0 NeuroCOV (...)

Harnessing digital power for better medical care

A team dedicated to taking precision medicine to the next level.

Renowned researchers

Competent team

International network

Reliable infrastructure