All Articles by Jan Stuecke
News
Apheris Compute Gateway - Let's collaborate.
Apheris Compute Gateway 3.0 provides an end-to-end federated analytics and machine learning solution that enables everyone to collaborate securely on highly sensitive data.
Jan Stuecke
Article
Collaborative AI for Pharma
Secure data collaboration brings new capabilities to the pharama and biotech community. Read about applications, use cases and challenges in collaborative settings and how Apheris can help.
Article
Apheris 3.3 – Improved scalability & Federated Logistic Regression
Great news, everyone! We released Apheris 3.3. With prior releases, we set the foundation for two really useful improvements for our users today — derived Datasets and Multi-Gateway Organizations.
Article
Top 7 Open-Source Frameworks for Federated Learning
Open-source frameworks for federated learning are a great way of getting first hands-on experience. Here are our Top 7 with their respective pro and cons
Article
Computational Governance & healthcare data: pioneering new frontiers within regulatory boundaries
Computational governance enables machine learning on European healthcare data.
European hospitals face a unique challenge, balancing complex regulatory frameworks with the need to make valuable data available for research. Computational governance exists as a solution and enables compliant research on health data.
European hospitals face a unique challenge, balancing complex regulatory frameworks with the need to make valuable data available for research. Computational governance exists as a solution and enables compliant research on health data.
News
Apheris joins the Global Alliance for Genomics & Health
We are excited to announce that Apheris has officially joined the Global Alliance for Genomics & Health (GA4GH) as an organizational member.
Article
Enabling IP-Preserving Computations on Sensitive Data
Machine learning and AI needs domain-specific data to be trained for its various use cases. Often this data is sensitive and falls under various privacy regulations. In this article we will introduce the Apheris Compute Gateway as a solution for contributing sensitive data to ML projects.
Article
Apheris 3.2 released - Federated nnUnet & Cox Regression; Simplified Data Science Experience
Apheris Compute Gateway 3.2 provides a simpler way to create federated computations, adds federated nnUnet and cox regression and streamlines the data science experience.
Article
Apheris Compute Gateway - Let's collaborate.
Apheris Compute Gateway 3.0 provides an end-to-end federated analytics and machine learning solution that enables everyone to collaborate securely on highly sensitive data.
Article
Enlightening Dark Data
There is so much useful data around us. Yet most data is not accessible for machine learning or other large scale analytics. In this article, we will explore why this is and what needs to be in place to enlighten this dark data.