software engineering

A selection of our current projects

The Medical Machine Learning Lab develops Machine Learning solutions in all areas of medicine.

ReMap: Remote Monitoring in Psychiatry

Together with Prof. Dr. Nils Opel from the Department of Psychiatry and Psychotherapy at Jena University Hospital, we aim to advance mental health research and improve the lives of individuals with mental disorders.

PHOTONAI

The machine learning framework photonai is motivated by the rising need to apply multivariate pattern recognition methods to scientific problems without in-depth technical training.

A Python Toolbox for Connectome-Based Predictive Modeling

Confound-Corrected Connectome-Based Predictive Modelling is a Python package for performing connectome-based predictive modeling (CPM).

Automated Clinical Documentation

The creation of medical documentation remains a time-consuming and often repetitive task for healthcare professionals.

Certification for Medical Machine Learning

This project aims to identify regulatory requirements for the use and certification of machine learning algorithms for medical devices.

Pharmacy Expert System for Medication Guidance

Educating patients about medication intake, dosage, and potential side effects is crucial to enhance medication safety and adherence.