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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. 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…

  2. 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…

  3. 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…

  4. MoReEye - MOvie-informed REports for EYE surgery

    Partners

    MARIS Healthcare GmbH,

    Knappschaft Kliniken Saar GmbH

     

  5. TRUST - TRUST - Supporting and Valuing EU Regulatory Compliance with a Seal of TRUST and Co-designed Online Services based on Trustable LLM

    With over 188,000 active EU normative acts, regulatory compliance has become one of the greatest challenges for European SMEs, who frequently lack internal legal resources. While AI offers a potential…