Machine learning-based dynamic mortality prediction after traumatic brain injury

• Evaluation of CT and MRI Radiomics for an Early Assessment of Diffuse Axonal Injury in Patients with Traumatic Brain Injury Compared to Conventional Radiological Diagnosis

  2025 Clinical Neuroradiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  5

  citations
• Exploration of simultaneous transients between cerebral hemodynamics and the autonomic nervous system using windowed time-lagged cross-correlation matrices: a CENTER-TBI study

  2024 Acta Neurochirurgica article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  3

  citations
• Mining the contribution of intensive care clinical course to outcome after traumatic brain injury

  2023 npj Digital Medicine article Computer Science Machine Learning in Healthcare Open access

  21

  citations
• Mining the contribution of intensive care clinical course to outcome after traumatic brain injury

  2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access

  2

  citations
• The leap to ordinal: Detailed functional prognosis after traumatic brain injury with a flexible modelling approach

  2022 PLoS ONE article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  26

  citations
• Foundations of Time Series Analysis

  2021 Acta neurochirurgica. Supplementum book-chapter Computer Science Time Series Analysis and Forecasting

  5

  citations
• “Omics” in traumatic brain injury: novel approaches to a complex disease

  2021 Acta Neurochirurgica article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  17

  citations
• Big Data Collection and Traumatic Brain Injury

  2021 Springer eBooks book-chapter Medicine Traumatic Brain Injury and Neurovascular Disturbances

  0

  citations

8 results