Software Application Profile: Opal and Mica: open-source software solutions for epidemiological data management, harmonization and dissemination

• Use of Federated Learning for validating and updating privacy-preserving decentralized multi-study prognostic models in Traumatic Brain Injury

  2026 medRxiv preprint Computer Science Privacy-Preserving Technologies in Data Open access

  0

  citations
• TILTomorrow today: dynamic factors predicting changes in intracranial pressure treatment intensity after traumatic brain injury

  2025 Scientific Reports article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  7

  citations
• TILTomorrow today: dynamic factors predicting changes in intracranial pressure treatment intensity after traumatic brain injury

  2024 medRxiv preprint Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  0

  citations
• Multi-omics subgroups associated with glycaemic deterioration in type 2 diabetes: an IMI-RHAPSODY Study

  2024 Frontiers in Endocrinology article Medicine Diabetes, Cardiovascular Risks, and Lipoproteins Open access

  7

  citations
• Therapy Intensity Level Scale for Traumatic Brain Injury: Clinimetric Assessment on Neuro-Monitored Patients Across 52 European Intensive Care Units

  2023 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  15

  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
• The Therapy Intensity Level scale for traumatic brain injury: clinimetric assessment on neuro-monitored patients across 52 European intensive care units

  2023 medRxiv preprint Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  0

  citations
• The lower limit of reactivity as a potential individualised cerebral perfusion pressure target in traumatic brain injury: a CENTER-TBI high-resolution sub-study analysis

  2023 Critical Care article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  70

  citations
• Towards autoregulation-oriented management after traumatic brain injury: increasing the reliability and stability of the CPPopt algorithm

  2023 Journal of Clinical Monitoring and Computing article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  57

  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
• Applying the FAIR principles to data in a hospital: challenges and opportunities in a pandemic

  2022 Journal of Biomedical Semantics article Computer Science Research Data Management Practices Open access

  67

  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
• Applying the FAIR principles to data in a hospital: challenges and opportunities in a pandemic

  2021 medRxiv preprint Computer Science Research Data Management Practices Open access

  5

  citations
• Imputation strategies for missing baseline neurological assessment covariates after traumatic brain injury: A CENTER-TBI study

  2021 PLoS ONE article Mathematics Statistical Methods and Bayesian Inference Open access

  24

  citations
• Imputation strategies for missing baseline neurological assessment covariates after traumatic brain injury: A CENTER-TBI study

  2021 medRxiv preprint Mathematics Statistical Methods and Bayesian Inference Open access

  2

  citations
• dsSwissKnife : An R package for federated data analysis

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Privacy-Preserving Technologies in Data Open access

  9

  citations
• Systemic Markers of Injury and Injury Response Are Not Associated with Impaired Cerebrovascular Reactivity in Adult Traumatic Brain Injury: A Collaborative European Neurotrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) Study

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

  20

  citations
• Descriptive analysis of low versus elevated intracranial pressure on cerebral physiology in adult traumatic brain injury: a CENTER-TBI exploratory study

  2020 Acta Neurochirurgica article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  21

  citations
• Statistical Cerebrovascular Reactivity Signal Properties after Secondary Decompressive Craniectomy in Traumatic Brain Injury: A CENTER-TBI Pilot Analysis

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

  54

  citations

20 results