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Updated: Apr 5, 2026

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
Published on: April 12, 2021
Knowledge-based immunosuppressive therapy for kidney transplant patients--from theoretical model to clinical
Walter Seeling1, Max Plischke2, Jeroen S de Bruin1
1Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria.
Abstract:
Immunosuppressive therapy is a risky necessity after a patient received a kidney transplant. To reduce risks, a knowledge-based system was developed that determines the right dosage of the immunosuppresive agent Tacrolimus. A theoretical model, to classify medication blood levels as well as medication adaptions, was created using data from almost 500 patients, and over 13.000 examinations. This model was then translated into an Arden Syntax knowledge base, and integrated directly into the hospital information system of the Vienna General Hospital. In this paper we give an overview of the construction and integration of such a system.
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