publications
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Word Cloud created from abstracts of my accepted papers (wordle.net/)
2024
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Non-invasive pulse arrival time is associated with cardiac index in pediatric heart transplant patients with normal ejection fraction. Physiological Measurement, 45(7), 07NT01, 2024.
2023
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Suboptimal Cerebral Perfusion is Associated with Ischemia After Intracerebral Hemorrhage. Neurocritical Care, 2023, pp. 1–10.
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Heart rate and heart rate variability as a prognosticating feature for functional outcome after cardiac arrest: A scoping review. Resuscitation Plus, 15, 100450, 2023.
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Automatic identification of intracranial pressure waveform during external ventricular drainage clamping: segmentation via wavelet analysis. Physiological Measurement, 44(6), 064002, 2023.
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A Deep Learning Framework for Deriving Noninvasive Intracranial Pressure Waveforms from Transcranial Doppler. Annals of Neurology, 94(1), 196–202, 2023.
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The oxygen reactivity index indicates disturbed local perfusion regulation after aneurysmal subarachnoid hemorrhage: an observational cohort study. Critical Care, 27(1), 235, 2023.
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Mathematical model of SARS-CoV-2 immunity predicts Paxlovid rebound. Journal of Critical Care, 74, 154210, 2023.
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A Deep Learning Framework for Deriving Non‑Invasive Intracranial Pressure Waveforms from Transcranial Doppler. Annals of Neurology, 2023.
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Classification of Level of Consciousness in a Neurological ICU Using Physiological Data. Neurocritical Care, 38(1), 118–128, Feb 2023.
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Optimal cerebral perfusion pressure and brain tissue oxygen in aneurysmal subarachnoid hemorrhage. Stroke, 54(1), 189–197, Jan 2023.
2022
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Heart rate variability and adrenal size provide clues to sudden cardiac death in hospitalized COVID‑19 patients. Journal of Critical Care, Oct 2022.
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Intraarterial nimodipine versus induced hypertension for delayed cerebral ischemia: a modified treatment protocol. Stroke, 53(8), 2607–2616, 2022.
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Predicting Shunt Dependency from the Effect of Cerebrospinal Fluid Drainage on Ventricular Size. Neurocritical Care, 2022.
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Vector Angle Analysis of Multimodal Neuromonitoring Data for Continuous Prediction of Delayed Cerebral Ischemia. Neurocritical Care, 2022, pp. 1–7.
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Optimal Cerebral Perfusion Pressure During Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage. Critical Care Medicine, 50(2), 183–191, 2022.
2021
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Dynamic Intracranial Pressure Waveform Morphology Predicts Ventriculitis. Neurocritical Care, 2021, pp. 1–8.
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Identification of endotypes of hospitalized COVID‑19 patients. Frontiers in Medicine, 8, 2021.
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Dynamic Detection of Delayed Cerebral Ischemia: A Study in Three Centers. Stroke, 52(4), 1370–1379, 2021.
2020
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The Association Between Peri‑Hemorrhagic Metabolites and Cerebral Hemodynamics in Comatose Patients With Spontaneous Intracerebral Hemorrhage: An International Multicenter Pilot Study Analysis. Frontiers in Neurology, Sep 2020.
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Machine learning to predict delayed cerebral ischemia and outcomes in subarachnoid hemorrhage. Neurology, 2020.
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Harnessing Big Data in Neurocritical Care in the Era of Precision Medicine. Current Treatment Options in Neurology, 22(5), 2020.
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Surface Point Cloud Ultrasound with Transcranial Doppler: Coregistration of Surface Point Cloud Ultrasound with Magnetic Resonance Angiography for Improved Reproducibility, Visualization, and Navigation in Transcranial Doppler Ultrasound. Journal of Digital Imaging, 2020, pp. 1–7.
2019
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Hyperemia in subarachnoid hemorrhage patients is associated with an increased risk of seizures. Journal of Cerebral Blood Flow & Metabolism, 2019.
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Detection of Brain Activation in Unresponsive Patients with Acute Brain Injury. New England Journal of Medicine, 380, 2497–2505, 2019.
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Heart Rate Variability as a Biomarker of Neurocardiogenic Injury after Subarachnoid Hemorrhage. Neurocritical Care, 2019.
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Deep structural brain lesions associated with consciousness impairment early after hemorrhagic stroke. Scientific Reports, 9(1), 4174, 2019.
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Use of Clustering to Investigate Changes in Intracranial Pressure Waveform Morphology in Patients with Ventriculitis. Physiological Measurement, 40(1), 015002, Jan 2019.
2018
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An active learning framework for enhancing identification of non‑artifactual intracranial pressure waveforms. Physiological Measurement, Dec 2018.
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Predicting Delayed Cerebral Ischemia after Subarachnoid Hemorrhage Using High Frequency Physiological Data. Journal of Clinical and Medical Computing, 2018.
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Incorporating High Frequency Physiologic Data Using Computational Dictionary Learning Improves Prediction of Delayed Cerebral Ischemia Compared to Existing Methods. Frontiers in Neurology, Feb 2018.
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Deriving the PRx and CPPopt from 0.2‑Hz Data: Establishing Generalizability to Bedmaster Users. In: Heldt T. (ed.) Intracranial Pressure & Neuromonitoring XVI, Acta Neurochirurgica Supplement, vol 126. Springer, Cham, 2018.
2017
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Deployment of Mobile EEG Technology in an Art Museum Setting: Evaluation of Signal Quality and Usability. Frontiers in Human Neuroscience, Nov 2017.
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Morphological Constraint Spectral Unmixing of Biological Tissues Using Confocal Microscopy. Bioinformatics, 2017.
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Binge Alcohol Alters Exercise‑Driven Neuroplasticity. Neuroscience, 343, Feb 2017.
2015
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Your Brain on Art: Emergent Cortical Dynamics During Aesthetic Experiences. Frontiers in Human Neuroscience, Nov 2015.
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Population‑scale Three‑dimensional Reconstruction and Quantitative Profiling of Microglia Arbors. Bioinformatics, 31, 2190–2198, Feb 2015.
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Unsupervised Profiling of Microglial Arbor Morphologies and Distribution Using a Nonparametric Bayesian Approach. IEEE Journal of Selected Topics in Signal Processing, Jan 2015.
2014
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Large‑scale Automated Image Analysis for Computational Profiling of Brain Tissue Surrounding Implanted Neuroprosthetic Devices Using Python. Frontiers in Neuroinformatics, 8(39), Apr 2014.