Frederick Zeiler

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Karolinska Institutet

Sweden

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Recent Grants

Grant: Close

Autocorrelative and Multicollinearity Structures of Mammalian Cerebral Physiologic Data Streams for Future Application in Machine Learning Pipelines

Open Date: 2023-09-01

Close Date:

Grant: Close

Computer Vision for Continuous Pharmacologic Data Digitization in Healthcare: A Market Assessment

Open Date: 2023-07-01

Close Date: 2024-07-01

Grant: Close

Dynamic prediction model for outcome in traumatic brain injury

Open Date: 2023-01-01

Close Date: 2024-01-01

Grant: Open

Semi-Autonomous and autonomous cerebral physiologic artifact management platforms

Open Date: 2022-12-01

Close Date: 2027-11-01

Grant: Close

Computer Vision for Continuous Data Extraction and Digitization in Health Care

Open Date: 2022-11-01

Close Date: 2024-10-01

Articles (20)

Impact of age and mean intracranial pressure on the morphology of intracranial pressure waveform and its association with mortality in traumatic brain injury.

Article Link

Year:

2025

Time-Domain Analysis of Low- and High-Frequency Near-Infrared Spectroscopy Sensor Technologies for Characterization of Cerebral Pressure–Flow and Oxygen Delivery Physiology: A Prospective Observational Study

Article Link

Year:

2025

Relationship Between RAP and Multi-Modal Cerebral Physiological Dynamics in Moderate/Severe Acute Traumatic Neural Injury: A CAHR-TBI Multivariate Analysis

Article Link

Year:

2025

Time-Series Autoregressive Models for Point and Interval Forecasting of Raw and Derived Commercial Near-Infrared Spectroscopy Measures: An Exploratory Cranial Trauma and Healthy Control Analysis

Article Link

Year:

2025

Where is our cerebral blood flow monitor?

Article Link

Year:

2025

Leveraging Function Intersectionality and Multi-Modal Cerebrovascular Reactivity Measures for the Derivation of Individualized Intracranial Pressure Thresholds in Acute Traumatic Neural Injury

Article Link

Year:

2025

Impact of Temporal Resolution on Autocorrelative Features of Cerebral Physiology from Invasive and Non-Invasive Sensors in Acute Traumatic Neural Injury: Insights from the CAHR-TBI Cohort

Article Link

Year:

2025

Commercial NIRS May Not Detect Hemispheric Regional Disparity in Continuously Measured COx/COx-a: An Exploratory Healthy and Cranial Trauma Time-Series Analysis

Article Link

Year:

2025

Relationship Between Signals from Cerebral near Infrared Spectroscopy Sensor Technology and Objectively Measured Cerebral Blood Volume: A Systematic Scoping Review

Article Link

Year:

2025

High-Frequency Analysis of the Cerebral Physiological Impact of Ketamine in Acute Traumatic Neural Injury.

Article Link

Year:

2025

Factorial validity and comparability of the six translations of the Rivermead Post-Concussion Symptoms Questionnaire translations: results from the CENTER-TBI study.

Article Link

Year:

2023

Comparative effectiveness of decompressive craniectomy versus craniotomy for traumatic acute subdural hematoma (CENTER-TBI): an observational cohort study.

Article Link

Year:

2023

Intracranial Pressure Monitoring and Treatment Thresholds in Acute Neural Injury: A Narrative Review of the Historical Achievements, Current State, and Future Perspectives.

Article Link

Year:

2023

Statistical properties of cerebral near infrared and intracranial pressure-based cerebrovascular reactivity metrics in moderate and severe neural injury: a machine learning and time-series analysis.

Article Link

Year:

2023

The impact of sedative and vasopressor agents on cerebrovascular reactivity in severe traumatic brain injury.

Article Link

Year:

2023

Regional disparity in continuously measured time-domain cerebrovascular reactivity indices: a scoping review of human literature

Article Link

Year:

2023

Non-Invasive Mapping of Cerebral Autoregulation Using Near-Infrared Spectroscopy: A Study Protocol

Article Link

Year:

2023

Discrete Fourier Transform Windowing Techniques for Cerebral Physiological Research in Neural Injury: A Practical Demonstration.

Article Link

Year:

2023

The effect of burst suppression on cerebral blood flow and autoregulation: a scoping review of the human and animal literature.

Article Link

Year:

2023

Temporal relationship between vasopressor and sedative administration and cerebrovascular response in traumatic brain injury: a time-series analysis

Article Link

Year:

2023

Collaborators (13)

Arthur Ragauskas

University of Tennessee

UNITED STATES

Martin Ejler Fabricius

Senior Consultant, Head of EEG-section

Rigshospitalet

DENMARK

Logan Froese

Karolinska Institutet

SWEDEN

Marina Zeldovich

University of Innsbruck

AUSTRIA

Cecilia Åkerlund

Karolinska Institutet

SWEDEN

Paul Dark

The University of Manchester

UNITED KINGDOM

Veronique De Keyser

Antwerp University Hospital

BELGIUM

Ari Ercole

University of Cambridge

UNITED KINGDOM

Eric Thelin

Karolinska Institutet

SWEDEN

Giuseppe Citerio

Professor

University of Milano-Bicocca

ITALY

Magdalena Kasprowicz

Wrocław University of Scince and Technology

POLAND

Jussi P. Posti

FINLAND

D. James Cooper

MONASH UNIVERSITY

AUSTRALIA

Frederick Zeiler

Research Interests

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Contact this professor

Recent Grants

Articles (20)

Impact of age and mean intracranial pressure on the morphology of intracranial pressure waveform and its association with mortality in traumatic brain injury.

Time-Domain Analysis of Low- and High-Frequency Near-Infrared Spectroscopy Sensor Technologies for Characterization of Cerebral Pressure–Flow and Oxygen Delivery Physiology: A Prospective Observational Study

Relationship Between RAP and Multi-Modal Cerebral Physiological Dynamics in Moderate/Severe Acute Traumatic Neural Injury: A CAHR-TBI Multivariate Analysis

Time-Series Autoregressive Models for Point and Interval Forecasting of Raw and Derived Commercial Near-Infrared Spectroscopy Measures: An Exploratory Cranial Trauma and Healthy Control Analysis

Where is our cerebral blood flow monitor?

Leveraging Function Intersectionality and Multi-Modal Cerebrovascular Reactivity Measures for the Derivation of Individualized Intracranial Pressure Thresholds in Acute Traumatic Neural Injury

Impact of Temporal Resolution on Autocorrelative Features of Cerebral Physiology from Invasive and Non-Invasive Sensors in Acute Traumatic Neural Injury: Insights from the CAHR-TBI Cohort

Commercial NIRS May Not Detect Hemispheric Regional Disparity in Continuously Measured COx/COx-a: An Exploratory Healthy and Cranial Trauma Time-Series Analysis

Relationship Between Signals from Cerebral near Infrared Spectroscopy Sensor Technology and Objectively Measured Cerebral Blood Volume: A Systematic Scoping Review

High-Frequency Analysis of the Cerebral Physiological Impact of Ketamine in Acute Traumatic Neural Injury.

Factorial validity and comparability of the six translations of the Rivermead Post-Concussion Symptoms Questionnaire translations: results from the CENTER-TBI study.

Comparative effectiveness of decompressive craniectomy versus craniotomy for traumatic acute subdural hematoma (CENTER-TBI): an observational cohort study.

Intracranial Pressure Monitoring and Treatment Thresholds in Acute Neural Injury: A Narrative Review of the Historical Achievements, Current State, and Future Perspectives.

Statistical properties of cerebral near infrared and intracranial pressure-based cerebrovascular reactivity metrics in moderate and severe neural injury: a machine learning and time-series analysis.

The impact of sedative and vasopressor agents on cerebrovascular reactivity in severe traumatic brain injury.

Regional disparity in continuously measured time-domain cerebrovascular reactivity indices: a scoping review of human literature

Non-Invasive Mapping of Cerebral Autoregulation Using Near-Infrared Spectroscopy: A Study Protocol

Discrete Fourier Transform Windowing Techniques for Cerebral Physiological Research in Neural Injury: A Practical Demonstration.

The effect of burst suppression on cerebral blood flow and autoregulation: a scoping review of the human and animal literature.

Temporal relationship between vasopressor and sedative administration and cerebrovascular response in traumatic brain injury: a time-series analysis

Collaborators (13)

Arthur Ragauskas

Martin Ejler Fabricius

Logan Froese

Marina Zeldovich

Cecilia Åkerlund

Paul Dark

Veronique De Keyser

Ari Ercole

Eric Thelin

Giuseppe Citerio

Magdalena Kasprowicz

Jussi P. Posti

D. James Cooper

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