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Research Topics

Data Management & Analysis

Data is one of the most valuable resources in today's age. This data, collected in ever-increasing quantities from a wide variety of sensors and sources in almost all areas of life and work, provides the basis for knowledge-based systems and machine learning. Its full potential can only be exploited by intelligent analysis methods based on the latest methods and effective tools in combination with state-of-the-art hardware.

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. SPIRAKI - Spiroergometry analysis using hybrid AI

    Spiroergometry (SE) is an important diagnostic procedure for objectively assessing physical performance in terms of respiration, cardiovascular function and metabolism, as well as motivation and…

  4. 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…

  5. curACell - curACell

    curACell aims to establish a trustworthy AI research environment at the German Research Center for Artificial Intelligence (DFKI) in Kaiserslautern, enabling the secure processing, analysis, and…