Optical Wireless Communication tailored for Healthcare Applications

We present cutting-edge LiFi tech for medical applications, enhancing wireless communication through optical transmission. LiFi complements radio in EMI-sensitive settings, meeting safety standards. Collaborating on initiatives like 5G COMPASS, LINCNET and OWIMED, we innovate for the future of healthcare connectivity.

Protecting Patient Privacy in Healthcare with Secure Federated Learning

We present the use of Secure Federated Learning for collaborative training of ML models for healthcare applications. Our live demonstration will show the training an Alzheimer’s Disease Detection model using Fraunhofer HHI’s Distributed Learning Framework (DLFi). Unlike traditional ML approaches that centralize data, potentially compromising patient privacy, DLFi establishes a remote training environment where data doesn't need to be transferred, ensuring confidentiality while enabling ML model training for healthcare applications.