Big Data in Neurocritical Care

ISSN: 1541-6933 (Print) 1556-0961 (Online)

In this topical collection (22 articles)

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  1. Editorial

    Navigating the Ocean of Big Data in Neurocritical Care

    Rajat Dhar, Geert Meyfroidt Pages 157-159
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    Big Data in Neurocritical Care

    Pro: Neurocritical Care Big Data and AI: It’s About Expertise

    J. Claude Hemphill III Pages 160-162

  3. Big Data in Neurocritical Care

    Big Data and Artificial Intelligence for Precision Medicine in the Neuro-ICU: Bla, Bla, Bla

    Giuseppe Citerio Pages 163-165
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    Big Data in Neurocritical Care

    Big Data/AI in Neurocritical Care: Maybe/Summary

    Jose I. Suarez Pages 166-169

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    Letters to the editor

    Big Data and Artificial Intelligence in Intensive Care Unit: From “Bla, Bla, Bla” to the Incredible Five V’s

    Valentina Bellini, Marina Valente, Paolo Pelosi, Paolo Del Rio… Pages 170-172

  6. Response to Letter To The Editor

    The Noise of Bla, Bla, Bla, and the Missing Sound of Facts

    Giuseppe Citerio Page 173
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  7. Big Data in Neurocritical Care

    Modern Learning from Big Data in Critical Care: Primum Non Nocere

    Benjamin Y. Gravesteijn, Ewout W. Steyerberg, Hester F. Lingsma Pages 174-184
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  8. Big Data in Neurocritical Care

    Demystifying the Black Box: The Importance of Interpretability of Predictive Models in Neurocritical Care

    Laura Moss, David Corsar, Martin Shaw, Ian Piper… Pages 185-191
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    Big Data in Neurocritical Care

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

    Andrew I. R. Maas, Ari Ercole, Veronique De Keyser, David K. Menon… Pages 192-201

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    Big Data in Neurocritical Care

    Harmonization of Physiological Data in Neurocritical Care: Challenges and a Path Forward

    Richard Moberg, Ethan Jacob Moyer, DaiWai Olson, Eric Rosenthal… Pages 202-205

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    Big Data in Neurocritical Care

    Leveraging Continuous Vital Sign Measurements for Real-Time Assessment of Autonomic Nervous System Dysfunction After Brain Injury: A Narrative Review of Current and Future Applications

    Jamie Podell, Melissa Pergakis, Shiming Yang, Ryan Felix… Pages 206-219

  12. Big Data in Neurocritical Care

    Blood Pressure Variability Indices for Outcome Prediction After Thrombectomy in Stroke by Using High-Resolution Data

    Corinne Inauen, Jens M. Boss, Mira Katan, Andreas R. Luft… Pages 220-229
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    Big Data in Neurocritical Care

    Vector Angle Analysis of Multimodal Neuromonitoring Data for Continuous Prediction of Delayed Cerebral Ischemia

    Murad Megjhani, Miriam Weiss, Soon Bin Kwon, Jenna Ford… Pages 230-236

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    Big Data in Neurocritical Care

    Precision Care in Cardiac Arrest: ICECAP (PRECICECAP) Study Protocol and Informatics Approach

    Jonathan Elmer, Zihuai He, Teresa May, Elizabeth Osborn… Pages 237-247

  15. Big Data in Neurocritical Care

    Outcome Prediction of Postanoxic Coma: A Comparison of Automated Electroencephalography Analysis Methods

    Stanley D. T. Pham, Hanneke M. Keijzer, Barry J. Ruijter… Pages 248-258
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    Big Data in Neurocritical Care

    Endotypes and the Path to Precision in Moderate and Severe Traumatic Brain Injury

    Tej D. Azad, Pavan P. Shah, Han B. Kim, Robert D. Stevens Pages 259-266

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    Big Data in Neurocritical Care

    Prolonged Automated Robotic TCD Monitoring in Acute Severe TBI: Study Design and Rationale

    Shraddha Mainali, Danilo Cardim, Aarti Sarwal, Lisa H. Merck… Pages 267-275

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    Big Data in Neurocritical Care

    Neurocritical Care Performance Measures Derived from Electronic Health Record Data are Feasible and Reveal Site-Specific Variation: A CHoRUS Pilot Project

    Sophie E. Ack, Shamelia Y. Loiseau, Guneeti Sharma… Pages 276-290

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    Big Data in Neurocritical Care

    Natural Language Processing of Radiology Reports to Detect Complications of Ischemic Stroke

    Matthew I. Miller, Agni Orfanoudaki, Michael Cronin, Hanife Saglam… Pages 291-302

  20. Big Data in Neurocritical Care

    Multimodal MRI-Based Whole-Brain Assessment in Patients In Anoxoischemic Coma by Using 3D Convolutional Neural Networks

    Giulia Maria Mattia, Benjamine Sarton, Edouard Villain, Helene Vinour… Pages 303-312
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