Evaluation of a clinical decision support system for detection of patients at risk after kidney transplantation

• Main Authors: Roland Roller (Author), Manuel Mayrdorfer (Author), Wiebke Duettmann (Author), Marcel G. Naik (Author), Danilo Schmidt (Author), Fabian Halleck (Author), Patrik Hummel (Author), Aljoscha Burchardt (Author), Sebastian Möller (Author), Peter Dabrock (Author), Bilgin Osmanodja (Author), Klemens Budde (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Patient care after kidney transplantation requires integration of complex information to make informed decisions on risk constellations. Many machine learning models have been developed for detecting patient outcomes in the past years. However, performance metrics alone do not determine practical ut...