Search Results - "Garcia Molina, Gary"

Performance Evaluation of a Smart Bed Technology against Polysomnography by Siyahjani, Farzad, Garcia Molina, Gary, Barr, Shawn, Mushtaq, Faisal

“…The Sleep Number smart bed uses embedded ballistocardiography, together with network connectivity, signal processing, and machine learning, to detect heart…”
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A Survey of Stimulation Methods Used in SSVEP-Based BCIs by Zhu, Danhua, Bieger, Jordi, Garcia Molina, Gary, Aarts, Ronald M.

“…Brain-computer interface (BCI) systems based on the steady-state visual evoked potential (SSVEP) provide higher information throughput and require shorter…”
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Enhancement of sleep slow waves: underlying mechanisms and practical consequences by Bellesi, Michele, Riedner, Brady A, Garcia-Molina, Gary N, Cirelli, Chiara, Tononi, Giulio

“…Even modest sleep restriction, especially the loss of sleep slow wave activity (SWA), is invariably associated with slower electroencephalogram (EEG) activity…”
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Feasibility of Unobtrusively Estimating Blood Pressure Using Load Cells under the Legs of a Bed by Garcia-Molina, Gary

“…The ability to monitor blood pressure unobtrusively and continuously, even during sleep, may promote the prevention of cardiovascular diseases, enable the…”
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Recurrent Deep Neural Networks for Real-Time Sleep Stage Classification From Single Channel EEG by Bresch, Erik, Großekathöfer, Ulf, Garcia-Molina, Gary

“…We investigate the design of deep recurrent neural networks for detecting sleep stages from single channel EEG signals recorded at home by non-expert users. We…”
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SSVEP phase synchronies and propagation during repetitive visual stimulation at high frequencies by Tsoneva, Tsvetomira, Garcia-Molina, Gary, Desain, Peter

“…Steady-state visual evoked potentials (SSVEPs), the brain response to visual flicker stimulation, have proven beneficial in both research and clinical…”
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Electrophysiological model of human temporal contrast sensitivity based on SSVEP by Tsoneva, Tsvetomira, Garcia-Molina, Gary, Desain, Peter

“…The present study aims to connect the psychophysical research on the human visual perception of flicker with the neurophysiological research on steady-state…”
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Heart rate variability increases following automated acoustic slow wave sleep enhancement by Diep, Charmaine, Ftouni, Suzanne, Drummond, Sean P. A., Garcia‐Molina, Gary, Anderson, Clare

“…Acoustic stimulation has been shown to enhance slow wave sleep and in turn, cognition, and now cardiac outcomes in young adults. With the emergence of…”
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Unobtrusive Skin Temperature Estimation on a Smart Bed by Garcia-Molina, Gary, Winger, Trevor, Makaram, Nikhil, Rao, Megha Rajam, Chernega, Pavlo, Shcherbakov, Yehor, McGhee, Leah, Chellamuthu, Vidhya, Veneros, Erwin, Mills, Raj, Aloia, Mark, Reid, Kathryn J

“…The transition from wakefulness to sleep occurs when the core body temperature decreases. The latter is facilitated by an increase in the cutaneous blood flow,…”
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Fine tuned personalized machine learning models to detect insomnia risk based on data from a smart bed platform by Winger, Trevor, Chellamuthu, Vidhya, Guzenko, Dmytro, Aloia, Mark, Barr, Shawn, DeFranco, Susan, Gorski, Brandon, Mushtaq, Faisal, Garcia-Molina, Gary

“…Insomnia causes serious adverse health effects and is estimated to affect 10-30% of the worldwide population. This study leverages personalized fine-tuned…”
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Spatial filters to detect steady-state visual evoked potentials elicited by high frequency stimulation: BCI application by Molina, Gary Garcia, Mihajlovic, Vojkan

“…Brain-computer interfaces (BCIs) based on steady-state visual evoked potentials (SSVEPs) require minimal user training and can offer higher information…”
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Binary Biometrics: An Analytic Framework to Estimate the Performance Curves Under Gaussian Assumption by Kelkboom, Emile J C, Molina, Gary Garcia, Breebaart, Jeroen, Veldhuis, Raymond N J, Kevenaar, Tom A M, Jonker, Willem

“…In recent years, the protection of biometric data has gained increased interest from the scientific community. Methods such as the fuzzy commitment scheme,…”
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0208 Daytime alertness quantification and modelling: results from a large observational study by Barr, Shawn, Garcia-Molina, Gary

“…Abstract Introduction Subjective alertness variations throughout the day can be characterized using the two-process model (TPM) of sleep regulation, which…”
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Interbeat interval-based sleep staging: work in progress toward real-time implementation by Garcia-Molina, Gary, Jiang, Jiewei

“… Cardiac activity changes during sleep enable real-time sleep staging. We developed a deep neural network (DNN) to detect sleep stages using interbeat…”
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Hybrid in-phase and continuous auditory stimulation significantly enhances slow wave activity during sleep by Garcia-Molina, Gary, Tsoneva, Tsvetomira, Neff, Adam, Salazar, Jesse, Bresch, Erik, Grossekathofer, Ulf, Pastoor, Sander, Aquino, Antonio

“…Recent evidence has shown that enhancing slow-wave activity (SWA) during sleep has positive effects on cognitive, metabolic, and autonomic function. We have…”
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0295 Influence of Sleep Regularity, Chronotype, and Sleep Duration on Daytime Sleepiness Caused by Sleep Disorders by Chellamuthu, Vidhya, Gorski, Brandon, Mills, Rajasi, McGhee, Leah, DeFranco, Susan, Aloia, Mark, Molina, Gary Garcia

“…Abstract Introduction Excessive daytime sleepiness is characterized by the difficulty of staying awake during daytime. The goal of this research is to examine…”
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0323 Is Snoring Associated with Lower Sleep Quality? If Yes, Does the Association Depend on Sleep Apnea? by Molina, Gary Garcia, Chellamuthu, Vidhya, Gorski, Brandon, Mills, Rajasi, McGhee, Leah, DeFranco, Susan, Aloia, Mark

“…Abstract Introduction Snoring, as a common manifestation of sleep apnea, has often been used as a surrogate parameter for apnea. Significant associations were…”
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Acoustic enhancement of slow wave sleep on consecutive nights improves alertness and attention in chronically short sleepers by Diep, Charmaine, Garcia-Molina, Gary, Jasko, Jeff, Manousakis, Jessica, Ostrowski, Lynn, White, David, Anderson, Clare

“…Chronic sleep restriction has been linked to occupational errors and motor vehicle crashes. Enhancing slow wave sleep may alleviate some of the cognitive…”
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0368 Vulnerability to influenza-like illness is associated with insomnia severity by Guzenko, Dmytro, Winger, Trevor, Chellamuthu, Vidhya, Barr, Shawn, DeFranco, Susan, Gorski, Brandon, Molina, Gary Garcia

“…Abstract Introduction Decreased immune function is associated with sleep disorders, including insomnia. Our goal was to evaluate the vulnerability to…”
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0086 Unobtrusive Sensing of Skin Temperature During Sleep Using a Mattress Sensor by Makaram, Nikhil, Chernega, Pavlo, Rao, Megha Rajam, Ashrith, Sai, Shcherbakov, Yehor, Barr, Shawn, Garcia-Molina, Gary

“…Abstract Introduction Sleep is associated with temperature changes in the human body. At sleep onset, distal (hands and feet) and proximal (abdomen)…”
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