Search Results - "Goparaju, Balaji"

Potential Underestimation of Sleep Apnea Severity by At-Home Kits: Rescoring In-Laboratory Polysomnography Without Sleep Staging by Bianchi, Matt T, Goparaju, Balaji

“…Home sleep apnea testing (HSAT) is increasingly available for diagnosing obstructive sleep apnea (OSA). One key limitation of most HSAT involves the lack of…”
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Sleep–wake misperception in sleep apnea patients undergoing diagnostic versus titration polysomnography by Castillo, Jelina, Goparaju, Balaji, Bianchi, Matt T

“…Abstract Objective Insomnia is commonly co-morbid with obstructive sleep apnea. Among patients reporting insomnia symptoms, sleep misperception occurs when…”
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1114 Evidence for Deep Sleep Homeostasis in Real World Sleep Tracking Data by Goparaju, Balaji, Bianchi, Matt

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1116 Naturalistic Sleep Tracking in a Longitudinal Cohort: How Long Is Long Enough? by Goparaju, Balaji, DePalma, Glen, Bianchi, Matt

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Expert-level sleep scoring with deep neural networks by Biswal, Siddharth, Sun, Haoqi, Goparaju, Balaji, Westover, M Brandon, Sun, Jimeng, Bianchi, Matt T

“…Scoring laboratory polysomnography (PSG) data remains a manual task of visually annotating 3 primary categories: sleep stages, sleep disordered breathing, and…”
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Large-Scale Automated Sleep Staging by Sun, Haoqi, Jia, Jian, Goparaju, Balaji, Huang, Guang-Bin, Sourina, Olga, Bianchi, Matt Travis, Westover, M Brandon

“…Automated sleep staging has been previously limited by a combination of clinical and physiological heterogeneity. Both factors are in principle addressable…”
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Sleep staging from electrocardiography and respiration with deep learning by Sun, Haoqi, Ganglberger, Wolfgang, Panneerselvam, Ezhil, Leone, Michael J, Quadri, Syed A, Goparaju, Balaji, Tesh, Ryan A, Akeju, Oluwaseun, Thomas, Robert J, Westover, M Brandon

“…Abstract Study Objectives Sleep is reflected not only in the electroencephalogram but also in heart rhythms and breathing patterns. We hypothesized that it is…”
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Brain age from the electroencephalogram of sleep by Sun, Haoqi, Paixao, Luis, Oliva, Jefferson T., Goparaju, Balaji, Carvalho, Diego Z., van Leeuwen, Kicky G., Akeju, Oluwaseun, Thomas, Robert J., Cash, Sydney S., Bianchi, Matt T., Westover, M. Brandon

“…The human electroencephalogram (EEG) of sleep undergoes profound changes with age. These changes can be conceptualized as “brain age (BA),” which can be…”
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Automated identification of epileptic seizures in EEG signals based on phase space representation and statistical features in the CEEMD domain by Jia, Jian, Goparaju, Balaji, Song, JiangLing, Zhang, Rui, Westover, M. Brandon

“…•We present an automated method for detecting epileptic seizures in electroencephalogram (EEG) signals based on complete ensemble empirical mode…”
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Sleep Fragmentation Does Not Explain Misperception of Latency or Total Sleep Time by Saline, Austin, Goparaju, Balaji, Bianchi, Matt T

“…Perception of sleep-wake times may differ from objective measures, although the mechanisms remain elusive. Quantifying the misperception phenotype involves two…”
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A computational study of whole-brain connectivity in resting state and task fMRI by Goparaju, Balaji, Rana, Kunjan D, Calabro, Finnegan J, Vaina, Lucia Maria

“…We compared the functional brain connectivity produced during resting-state in which subjects were not actively engaged in a task with that produced while they…”
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Consumer sleep monitors: is there a baby in the bathwater? by Russo, Kathryn, Goparaju, Balaji, Bianchi, Matt T

“…The rapid expansion of consumer sleep devices is outpacing the validation data necessary to assess the potential use of these devices in clinical and research…”
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Periodic limb movements of sleep: empirical and theoretical evidence supporting objective at-home monitoring by Moro, Marilyn, Goparaju, Balaji, Castillo, Jelina, Alameddine, Yvonne, Bianchi, Matt T

“…Periodic limb movements of sleep (PLMS) may increase cardiovascular and cerebrovascular morbidity. However, most people with PLMS are either asymptomatic or…”
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Heart rate phenotypes and clinical correlates in a large cohort of adults without sleep apnea by Huang, Zhaoyang, Goparaju, Balaji, Chen, He, Bianchi, Matt T

“…Normal sleep is associated with typical physiological changes in both the central and autonomic nervous systems. In particular, nocturnal blood pressure…”
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Big data in sleep medicine: prospects and pitfalls in phenotyping by Bianchi, Matt T, Russo, Kathryn, Gabbidon, Harriett, Smith, Tiaundra, Goparaju, Balaji, Westover, M Brandon

“…Clinical polysomnography (PSG) databases are a rich resource in the era of "big data" analytics. We explore the uses and potential pitfalls of clinical data…”
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Alternative remedies for insomnia: a proposed method for personalized therapeutic trials by Romero, Kate, Goparaju, Balaji, Russo, Kathryn, Westover, M Brandon, Bianchi, Matt T

“…Insomnia is a common symptom, with chronic insomnia being diagnosed in 5-10% of adults. Although many insomnia patients use prescription therapy for insomnia,…”
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Sleep Staging from Electrocardiography and Respiration with Deep Learning by Sun, Haoqi, Ganglberger, Wolfgang, Panneerselvam, Ezhil, Leone, Michael J, Quadri, Syed A, Goparaju, Balaji, Tesh, Ryan A, Akeju, Oluwaseun, Thomas, Robert J, Westover, M. Brandon

“…Study Objective: Sleep is reflected not only in the electroencephalogram but also in heart rhythms and breathing patterns. Therefore, we hypothesize that it is…”
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SLEEPNET: Automated Sleep Staging System via Deep Learning by Biswal, Siddharth, Kulas, Joshua, Sun, Haoqi, Goparaju, Balaji, Westover, M Brandon, Bianchi, Matt T, Sun, Jimeng

“…Sleep disorders, such as sleep apnea, parasomnias, and hypersomnia, affect 50-70 million adults in the United States (Hillman et al., 2006). Overnight…”
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Brain Age from the Electroencephalogram of Sleep by Sun, Haoqi, Paixao, Luis, Oliva, Jefferson T, Goparaju, Balaji, Carvalho, Diego Z, van Leeuwen, Kicky G, Akeju, Oluwaseun, Thomas, Robert Joseph, Cash, Sydney S, Bianchi, Matt T, Westover, M. Brandon

“…Neurobiology of aging 74 (2019): 112-120 The human electroencephalogram (EEG) of sleep undergoes profound changes with age. These changes can be conceptualized…”
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