Prehospital Guidelines for the Management of Traumatic Brain Injury – 3rd Edition

Prehospital Emergency Care · 2023 · 78 citations

• Medicine
• Medical emergency
• Emergency medicine

Phenotyping the Spectrum of Traumatic Brain Injury: A Review and Pathway to Standardization

Journal of Neurotrauma · 2021 · 58 citations

• Computer Science
• Neuroscience
• Medicine

It is widely appreciated that the spectrum of traumatic brain injury (TBI), mild through severe, contains distinct clinical presentations, variably referred to as subtypes, phenotypes, and/or clinical profiles. As part of the Brain Trauma Blueprint TBI State of the Science, we review the current literature on TBI phenotyping with an emphasis on unsupervised methodological approaches, and describe five phenotypes that appear similar across reports. However, we also find the literature contains divergent analysis strategies, inclusion criteria, findings, and use of terms. Further, whereas some studies delineate phenotypes within a specific severity of TBI, others derive phenotypes across the full spectrum of severity. Together, these facts confound direct synthesis of the findings. To overcome this, we introduce PhenoBench, a freely available code repository for the standardization and evaluation of raw phenotyping data. With this review and toolset, we provide a pathway toward robust, data-driven phenotypes that can capture the heterogeneity of TBI, enabling reproducible insights and targeted care.

Efficacy of levetiracetam, fosphenytoin, and valproate for established status epilepticus by age group (ESETT): a double-blind, responsive-adaptive, randomised controlled trial

The Lancet · 2020 · 231 citations

• Medicine
• Anesthesia
• Pediatrics