Outcome prediction in aneurysmal subarachnoid hemorrhage using admission creatinine, c-reactive protein and glucose levels compared to established clinical gradings and ML based prediction models

• Anton Früh,
• Dietmar Frey,
• Adam Hilbert,
• Vince Istvan Madai,
• Peter Vajkoczy,
• Nora Franziska Dengler

Affiliations

Anton Früh

Department of Neurosurgery, Charité Universitätsmedizin Berlin, Berlin, Germany

Dietmar Frey

Department of Neurosurgery, Charité Universitätsmedizin Berlin, Berlin, Germany; CLAIM – Charité Lab for AI in Medicine, Charité Universitätsmedizin Berlin, Berlin, Germany

Adam Hilbert

CLAIM – Charité Lab for AI in Medicine, Charité Universitätsmedizin Berlin, Berlin, Germany

Vince Istvan Madai

CLAIM – Charité Lab for AI in Medicine, Charité Universitätsmedizin Berlin, Berlin, Germany; QUEST Centre for Responsible Research, Berlin Institute for Health, Charité Universitätsmedizin Berlin, Berlin, Germany

Peter Vajkoczy

Department of Neurosurgery, Charité Universitätsmedizin Berlin, Berlin, Germany

Nora Franziska Dengler

Department of Neurosurgery, Charité Universitätsmedizin Berlin, Berlin, Germany