Search Results - "Zhou, David W"

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    Machine learning of EEG spectra classifies unconsciousness during GABAergic anesthesia by Abel, John H, Badgeley, Marcus A, Meschede-Krasa, Benyamin, Schamberg, Gabriel, Garwood, Indie C, Lecamwasam, Kimaya, Chakravarty, Sourish, Zhou, David W, Keating, Matthew, Purdon, Patrick L, Brown, Emery N

    Published in PloS one (06-05-2021)
    “…In current anesthesiology practice, anesthesiologists infer the state of unconsciousness without directly monitoring the brain. Drug- and patient-specific…”
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    Journal Article
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    ICU delirium burden predicts functional neurologic outcomes by Paixao, Luis, Sun, Haoqi, Hogan, Jacob, Hartnack, Katie, Westmeijer, Mike, Neelagiri, Anudeepthi, Zhou, David W, McClain, Lauren M, Kimchi, Eyal Y, Purdon, Patrick L, Akeju, Oluwaseun, Westover, M Brandon

    Published in PloS one (02-12-2021)
    “…We investigated the effect of delirium burden in mechanically ventilated patients, beginning in the ICU and continuing throughout hospitalization, on…”
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    Journal Article
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    Patient-Specific Classification of ICU Sedation Levels From Heart Rate Variability by Nagaraj, Sunil B., Biswal, Siddharth, Boyle, Emily J., Zhou, David W., McClain, Lauren M., Bajwa, Ednan K., Quraishi, Sadeq A., Akeju, Oluwaseun, Barbieri, Riccardo, Purdon, Patrick L., Westover, M. Brandon

    Published in Critical care medicine (01-07-2017)
    “…OBJECTIVE:To develop a personalizable algorithm to discriminate between sedation levels in ICU patients based on heart rate variability. DESIGN:Multicenter,…”
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    Journal Article
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    Automated tracking of level of consciousness and delirium in critical illness using deep learning by Sun, Haoqi, Kimchi, Eyal, Akeju, Oluwaseun, Nagaraj, Sunil B., McClain, Lauren M., Zhou, David W., Boyle, Emily, Zheng, Wei-Long, Ge, Wendong, Westover, M. Brandon

    Published in NPJ digital medicine (09-09-2019)
    “…Over- and under-sedation are common in the ICU, and contribute to poor ICU outcomes including delirium. Behavioral assessments, such as Richmond…”
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    Journal Article
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    Age-Dependent Changes in the Propofol-Induced Electroencephalogram in Children With Autism Spectrum Disorder by Walsh, Elisa C, Lee, Johanna M, Terzakis, Kristina, Zhou, David W, Burns, Sara, Buie, Timothy M, Firth, Paul G, Shank, Erik S, Houle, Timothy T, Brown, Emery N, Purdon, Patrick L

    Published in Frontiers in systems neuroscience (22-06-2018)
    “…Patients with autism spectrum disorder (ASD) often require sedation or general anesthesia. ASD is thought to arise from deficits in GABAergic signaling leading…”
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    Journal Article
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    Percolation Model of Sensory Transmission and Loss of Consciousness Under General Anesthesia by Zhou, David W, Mowrey, David D, Tang, Pei, Xu, Yan

    Published in Physical review letters (04-09-2015)
    “…Neurons communicate with each other dynamically; how such communications lead to consciousness remains unclear. Here, we present a theoretical model to…”
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    Journal Article
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    Electrophysiological correlates of thalamocortical function in acute severe traumatic brain injury by Curley, William H., Bodien, Yelena G., Zhou, David W., Conte, Mary M., Foulkes, Andrea S., Giacino, Joseph T., Victor, Jonathan D., Schiff, Nicholas D., Edlow, Brian L.

    Published in Cortex (01-07-2022)
    “…Tools assaying the neural networks that modulate consciousness may facilitate tracking of recovery after acute severe brain injury. The ABCD framework…”
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    Journal Article
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    Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition by Nagaraj, Sunil Belur, McClain, Lauren M., Boyle, Emily J., Zhou, David W., Ramaswamy, Sowmya M., Biswal, Siddharth, Akeju, Oluwaseun, Purdon, Patrick L., Westover, M. Brandon

    “…Objective: This study was performed to evaluate how well states of deep sedation in 'CU patients can be detected from the frontal electroencephalogram (EEG)…”
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    Journal Article
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    Automatic Classification of Sedation Levels in ICU Patients Using Heart Rate Variability by Nagaraj, Sunil B., McClain, Lauren M., Zhou, David W., Biswal, Siddharth, Rosenthal, Eric S., Purdon, Patrick L., Westover, M. Brandon

    Published in Critical care medicine (01-09-2016)
    “…OBJECTIVE:To explore the potential value of heart rate variability features for automated monitoring of sedation levels in mechanically ventilated ICU…”
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    Journal Article
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    Heart rate variability as a biomarker for sedation depth estimation in ICU patients by Nagaraj, Sunil B., Ramaswamy, Sowmya M., Biswal, Siddharth, Boyle, Emily J., Zhou, David W., Mcclain, Lauren M., Rosenthal, Eric S., Purdon, Patrick L., Westover, M. Brandon

    “…An automated patient-specific system to classify the level of sedation in ICU patients using heart rate variability signal is presented in this paper. ECG from…”
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    Conference Proceeding Journal Article
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    Structures and mechanism for the design of highly potent glucocorticoids by He, Yuanzheng, Yi, Wei, Suino-Powell, Kelly, Zhou, X Edward, Tolbert, W David, Tang, Xiaobo, Yang, Jing, Yang, Huaiyu, Shi, Jingjing, Hou, Li, Jiang, Hualiang, Melcher, Karsten, Xu, H Eric

    Published in Cell research (01-06-2014)
    “…The evolution of glucocorticoid drugs was driven by the demand of lowering the unwanted side effects, while keep ing the beneficial antiinflammatory effects…”
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    Journal Article
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