Collection
Big Data in Neurocritical Care
- Submission status
- Open
- Open for submission from
- 04 August 2022
- Submission deadline
- Ongoing
Editors
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Rajat Dhar
Professor of Neurology in the Section of Neurocritical Care at Washington University School of Medicine and Neuro-Intensivist at Barnes-Jewish Hospital in Saint Louis, Missouri. His NIH-funded research focuses on integrating imaging approaches to quantifying brain injury after stroke with genetics to better understand disease processes such as cerebral edema. He is ex-chair of the Translational Science Committee for the Neurocritical Care Society annual meeting and director of an annual workshop on bioinformatics at this meeting.
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Geert Meyfroidt
Professor of Medicine at the University of Leuven & Consultant Intensivist at the University Hospitals Leuven in Belgium. He is funded by the Flemish Government as Senior Clinical Investigator. Current research projects include: data mining and predictive modeling in neuro-intensive care and acute kidney injury; clinical and laboratory studies on cerebrovascular autoregulation; ketamine and brain injury. He is past-President of the Belgian Society of Intensive Care Medicine, past-Chair of the Neuro-Intensive Care section of the European Society of Intensive Care Medicine, and Section Editor of Intensive Care Medicine.
Articles (22 in this collection)
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Navigating the Ocean of Big Data in Neurocritical Care
Authors
- Rajat Dhar
- Geert Meyfroidt
- Content type: Editorial
- Published: 08 July 2022
- Pages: 157 - 159
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Neurocritical Care Performance Measures Derived from Electronic Health Record Data are Feasible and Reveal Site-Specific Variation: A CHoRUS Pilot Project
Authors (first, second and last of 15)
- Sophie E. Ack
- Shamelia Y. Loiseau
- Eric S. Rosenthal
- Content type: Big Data in Neurocritical Care
- Published: 10 June 2022
- Pages: 276 - 290
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Harmonization of Physiological Data in Neurocritical Care: Challenges and a Path Forward
Authors (first, second and last of 5)
- Richard Moberg
- Ethan Jacob Moyer
- Brandon Foreman
- Content type: Big Data in Neurocritical Care
- Published: 01 June 2022
- Pages: 202 - 205
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Blood Pressure Variability Indices for Outcome Prediction After Thrombectomy in Stroke by Using High-Resolution Data
Authors (first, second and last of 8)
- Corinne Inauen
- Jens M. Boss
- Emanuela Keller
- Content type: Big Data in Neurocritical Care
- Open Access
- Published: 23 May 2022
- Pages: 220 - 229
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Natural Language Processing of Radiology Reports to Detect Complications of Ischemic Stroke
Authors (first, second and last of 20)
- Matthew I. Miller
- Agni Orfanoudaki
- Charlene J. Ong
- Content type: Big Data in Neurocritical Care
- Published: 09 May 2022
- Pages: 291 - 302
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Demystifying the Black Box: The Importance of Interpretability of Predictive Models in Neurocritical Care
Authors (first, second and last of 5)
- Laura Moss
- David Corsar
- Christopher Hawthorne
- Content type: Big Data in Neurocritical Care
- Open Access
- Published: 06 May 2022
- Pages: 185 - 191
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Modern Learning from Big Data in Critical Care: Primum Non Nocere
Authors
- Benjamin Y. Gravesteijn
- Ewout W. Steyerberg
- Hester F. Lingsma
- Content type: Big Data in Neurocritical Care
- Open Access
- Published: 05 May 2022
- Pages: 174 - 184
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Big Data and Artificial Intelligence in Intensive Care Unit: From “Bla, Bla, Bla” to the Incredible Five V’s
Authors (first, second and last of 5)
- Valentina Bellini
- Marina Valente
- Elena Bignami
- Content type: Letters to the editor
- Published: 12 April 2022
- Pages: 170 - 172
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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
Authors (first, second and last of 10)
- Jamie Podell
- Melissa Pergakis
- Neeraj Badjatia
- Content type: Big Data in Neurocritical Care
- Published: 12 April 2022
- Pages: 206 - 219
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Hospital Length of Stay and 30-Day Mortality Prediction in Stroke: A Machine Learning Analysis of 17,000 ICU Admissions in Brazil
Authors (first, second and last of 5)
- Pedro Kurtz
- Igor Tona Peres
- Fernando A. Bozza
- Content type: Big Data in Neurocritical Care
- Published: 06 April 2022
- Pages: 313 - 321
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Prolonged Automated Robotic TCD Monitoring in Acute Severe TBI: Study Design and Rationale
Authors (first, second and last of 7)
- Shraddha Mainali
- Danilo Cardim
- Lori Shutter
- Content type: Big Data in Neurocritical Care
- Published: 06 April 2022
- Pages: 267 - 275
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Vector Angle Analysis of Multimodal Neuromonitoring Data for Continuous Prediction of Delayed Cerebral Ischemia
Authors (first, second and last of 14)
- Murad Megjhani
- Miriam Weiss
- Soojin Park
- Content type: Big Data in Neurocritical Care
- Published: 30 March 2022
- Pages: 230 - 236
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Endotypes and the Path to Precision in Moderate and Severe Traumatic Brain Injury
Authors (first, second and last of 4)
- Tej D. Azad
- Pavan P. Shah
- Robert D. Stevens
- Content type: Big Data in Neurocritical Care
- Published: 21 March 2022
- Pages: 259 - 266
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Opportunities and Challenges in High-Quality Contemporary Data Collection in Traumatic Brain Injury: The CENTER-TBI Experience
Authors (first, second and last of 5)
- Andrew I. R. Maas
- Ari Ercole
- Ewout W. Steyerberg
- Content type: Big Data in Neurocritical Care
- Published: 18 March 2022
- Pages: 192 - 201
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Predicting Early Seizures After Intracerebral Hemorrhage with Machine Learning
Authors (first, second and last of 7)
- Gabrielle Bunney
- Julianne Murphy
- Andrew M. Naidech
- Content type: Big Data In Neurocritical Care
- Published: 14 March 2022
- Pages: 322 - 327
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The Noise of Bla, Bla, Bla, and the Missing Sound of Facts
Authors
- Giuseppe Citerio
- Content type: Response to Letter To The Editor
- Published: 05 March 2022
- Pages: 173 - 173
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Outcome Prediction of Postanoxic Coma: A Comparison of Automated Electroencephalography Analysis Methods
Authors (first, second and last of 14)
- Stanley D. T. Pham
- Hanneke M. Keijzer
- Marleen C. Tjepkema-Cloostermans
- Content type: Big Data in Neurocritical Care
- Open Access
- Published: 02 March 2022
- Pages: 248 - 258
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Precision Care in Cardiac Arrest: ICECAP (PRECICECAP) Study Protocol and Informatics Approach
Authors (first, second and last of 11)
- Jonathan Elmer
- Zihuai He
- the PRECICECAP Study Team
- Content type: Big Data in Neurocritical Care
- Published: 01 March 2022
- Pages: 237 - 247
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Pro: Neurocritical Care Big Data and AI: It’s About Expertise
Authors
- J. Claude Hemphill III
- Content type: Big Data in Neurocritical Care
- Published: 24 January 2022
- Pages: 160 - 162
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Big Data and Artificial Intelligence for Precision Medicine in the Neuro-ICU: Bla, Bla, Bla
Authors
- Giuseppe Citerio
- Content type: Big Data in Neurocritical Care
- Open Access
- Published: 12 January 2022
- Pages: 163 - 165
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Big Data/AI in Neurocritical Care: Maybe/Summary
Authors
- Jose I. Suarez
- Content type: Big Data in Neurocritical Care
- Published: 29 December 2021
- Pages: 166 - 169