Multimodal Neuromonitoring and Artificial Intelligence

• Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury

  2020 Journal of Clinical Epidemiology article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  198

  citations
• Clustering identifies endotypes of traumatic brain injury in an intensive care cohort: a CENTER-TBI study

  2022 Critical Care article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access cited by 1 patent

  90

  citations
• Optimal Cerebral Perfusion Pressure and Brain Tissue Oxygen in Aneurysmal Subarachnoid Hemorrhage

  2022 Stroke article Medicine Intracranial Aneurysms: Treatment and Complications Open access

  56

  citations
• The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients

  2021 Critical Care article Health Professions Electronic Health Records Systems Open access

  44

  citations
• Development and External Validation of a Machine Learning Model for the Early Prediction of Doses of Harmful Intracranial Pressure in Patients with Severe Traumatic Brain Injury

  2022 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  42

  citations
• Opportunities and Challenges in High-Quality Contemporary Data Collection in Traumatic Brain Injury: The CENTER-TBI Experience

  2022 Neurocritical Care article Medicine Traumatic Brain Injury Research

  12

  citations

6 results