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Research Topics

Machine Learning & Deep Learning

Machine learning systems act independently and give recommendations based on learned knowledge from large amounts of data. When deep neural networks are used in machine learning, this is referred to as deep learning. The basis for such CPU-intensive methods is the combination of special algorithms, a powerful infrastructure and training data.

News

Projects

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  1. CARE-Wise - Cognitive Assistance for Resilient Elderly care – Wissensgestützte KI-Unterstützung für die Altenpflege

    CARE-Wise Project – AI-Based Assistance for Everyday Nursing Care

    The CARE-Wise project is developing an AI-based assistance system designed to support nursing professionals in situations requiring…

  2. pAIn-awAI - Personalised post-operative pain management using hybrid AI

    .In Germany, nearly 16 million surgical procedures were carried out on an inpatient basis in 2022. Despite rapid medical advances in recent decades, at least one third of patients suffer from severe…

  3. KIwi - Kl-gestützte erklärbare Prozess- und Produktentwicklung in der Luftfahrt durch Fallbasiertes Schließen

    Die Entwicklung neuer Flugzeuge und Luftfahrtsysteme ist ein komplexer und zeitaufwändiger Prozess. Gleichzeitig steht die Luftfahrt vor der Herausforderung, innovative und nachhaltige Technologien…

  4. OptimAIze - OptimAIze – Optimization of Antibiotic Candidates via AI-Assisted Cytotoxicity and Efficacy Prediction

    Antimicrobial resistance is one of the most pressing health threats of our time: an estimated 4.7 million deaths per year are already linked to antibiotic resistance, and this number could more than…

  5. Laborleitstelle - KI-gestützte Simulation zur Erprobung dynamischer Lagen in der Laborleitstelle

    Rettungsleitstellen sind der erste Kontaktpunkt für jedes Hilfeersuchen – und geraten zunehmend unter Druck. Sie koordinieren die Maßnahmen und entscheiden über die Alarmierung von Kräften. Die…