Explainable AI for the Third, Digital Level of Care

Establishing a third digital level of healthcare provision in Europe is essential to address the increasing demands of an aging population while compensating for the shortages in healthcare professionals. Digital solutions can alleviate the burden on overworked doctors by optimizing resource management and streamlining processes, reducing inefficiencies and enhancing patient care.

In current national projects, we embed the predictions of AI in decision support systems, which we then examine for applicability, acceptance and effectiveness in clinical operations. We pay particular attention to the explainability of the forecasts (XAI), their visualization and the user-friendliness of the overall system. In this context, XITASO contributes its proven expertise in innovative software engineering with agile development methods, particularly in the healthcare sector.

To successfully implement these initiatives, we are actively seeking strong partnerships with clinical and academic institutions. Collaborating with experts in healthcare and scientific research will enable us to refine and validate our human-centered AI methods, ensuring they meet the highest standards of applicability and effectiveness in clinical practice. Together, we aim to drive innovation and improve patient outcomes through cutting-edge technology and interdisciplinary cooperation.