Volume 37, Issue 2 supplement

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August 2022

Big Data in Neurocritical Care

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22 articles in this issue

Navigating the Ocean of Big Data in Neurocritical Care
Rajat Dhar
Geert Meyfroidt
Editorial 08 July 2022 Pages: 157 - 159
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Pro: Neurocritical Care Big Data and AI: It’s About Expertise
J. Claude Hemphill III
Big Data in Neurocritical Care 24 January 2022 Pages: 160 - 162
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Big Data and Artificial Intelligence for Precision Medicine in the Neuro-ICU: Bla, Bla, Bla
Giuseppe Citerio
Big Data in Neurocritical Care Open access 12 January 2022 Pages: 163 - 165
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Big Data/AI in Neurocritical Care: Maybe/Summary
Jose I. Suarez
Big Data in Neurocritical Care 29 December 2021 Pages: 166 - 169
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Big Data and Artificial Intelligence in Intensive Care Unit: From “Bla, Bla, Bla” to the Incredible Five V’s
Valentina Bellini
Marina Valente
Elena Bignami
Letters to the editor 12 April 2022 Pages: 170 - 172
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
The Noise of Bla, Bla, Bla, and the Missing Sound of Facts
Giuseppe Citerio
Response to Letter To The Editor 05 March 2022 Pages: 173 - 173
Part of 2 collections:

Big Data in Neurocritical Care

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
Big Data in Neurocritical Care Open access 05 May 2022 Pages: 174 - 184
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Demystifying the Black Box: The Importance of Interpretability of Predictive Models in Neurocritical Care
Laura Moss
David Corsar
Christopher Hawthorne
Big Data in Neurocritical Care Open access 06 May 2022 Pages: 185 - 191
Part of 2 collections:

Big Data in Neurocritical Care

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
Ewout W. Steyerberg
Big Data in Neurocritical Care 18 March 2022 Pages: 192 - 201
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Harmonization of Physiological Data in Neurocritical Care: Challenges and a Path Forward
Richard Moberg
Ethan Jacob Moyer
Brandon Foreman
Big Data in Neurocritical Care 01 June 2022 Pages: 202 - 205
Part of 2 collections:

Big Data in Neurocritical Care

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
Neeraj Badjatia
Big Data in Neurocritical Care 12 April 2022 Pages: 206 - 219
Part of 2 collections:

Big Data in Neurocritical Care

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
Emanuela Keller
Big Data in Neurocritical Care Open access 23 May 2022 Pages: 220 - 229
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Vector Angle Analysis of Multimodal Neuromonitoring Data for Continuous Prediction of Delayed Cerebral Ischemia
Murad Megjhani
Miriam Weiss
Soojin Park
Big Data in Neurocritical Care 30 March 2022 Pages: 230 - 236
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Precision Care in Cardiac Arrest: ICECAP (PRECICECAP) Study Protocol and Informatics Approach
Jonathan Elmer
Zihuai He
the PRECICECAP Study Team
Big Data in Neurocritical Care 01 March 2022 Pages: 237 - 247
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Outcome Prediction of Postanoxic Coma: A Comparison of Automated Electroencephalography Analysis Methods
Stanley D. T. Pham
Hanneke M. Keijzer
Marleen C. Tjepkema-Cloostermans
Big Data in Neurocritical Care Open access 02 March 2022 Pages: 248 - 258
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Endotypes and the Path to Precision in Moderate and Severe Traumatic Brain Injury
Tej D. Azad
Pavan P. Shah
Robert D. Stevens
Big Data in Neurocritical Care 21 March 2022 Pages: 259 - 266
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Prolonged Automated Robotic TCD Monitoring in Acute Severe TBI: Study Design and Rationale
Shraddha Mainali
Danilo Cardim
Lori Shutter
Big Data in Neurocritical Care 06 April 2022 Pages: 267 - 275
Part of 2 collections:

Big Data in Neurocritical Care

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
Eric S. Rosenthal
Big Data in Neurocritical Care 10 June 2022 Pages: 276 - 290
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Natural Language Processing of Radiology Reports to Detect Complications of Ischemic Stroke
Matthew I. Miller
Agni Orfanoudaki
Charlene J. Ong
Big Data in Neurocritical Care 09 May 2022 Pages: 291 - 302
Part of 2 collections:

Big Data in Neurocritical Care

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
Stein Silva
Big Data in Neurocritical Care Open access 25 July 2022 Pages: 303 - 312
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Hospital Length of Stay and 30-Day Mortality Prediction in Stroke: A Machine Learning Analysis of 17,000 ICU Admissions in Brazil
Pedro Kurtz
Igor Tona Peres
Fernando A. Bozza
Big Data in Neurocritical Care 06 April 2022 Pages: 313 - 321
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care
Predicting Early Seizures After Intracerebral Hemorrhage with Machine Learning
Gabrielle Bunney
Julianne Murphy
Andrew M. Naidech
Big Data In Neurocritical Care 14 March 2022 Pages: 322 - 327
Part of 2 collections:

Big Data in Neurocritical Care

Big Data in Neurocritical Care

Volume 37, Issue 2 supplement

Navigating the Ocean of Big Data in Neurocritical Care

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

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

Big Data/AI in Neurocritical Care: Maybe/Summary

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Hospital Length of Stay and 30-Day Mortality Prediction in Stroke: A Machine Learning Analysis of 17,000 ICU Admissions in Brazil

Predicting Early Seizures After Intracerebral Hemorrhage with Machine Learning

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