A proof-of-concept study on mortality prediction with machine learning algorithms using burn intensive care data

• Main Authors: Jian Fransén (Author), Johan Lundin (Author), Filip Fredén (Author), Fredrik Huss (Author)
• Format: Book
• Published: SAGE Publishing, 2022-02-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Introduction Burn injuries are a common traumatic injury. Large burns have high mortality requiring intensive care and accurate mortality predictions. To assess if machine learning (ML) could improve predictions, ML algorithms were tested and compared with the original and revised Baux score. Method...