“…Light gradient boosting machine (LGB), random forest (RF), and support vector machine (SVM) are employed to classify four stages: awake, light sleep (LS), deep sleep (DS), and rapid eye movement (REM). …”
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“…Each region's activity was quantified using two different metrics—intra‐cerebral evoked related potentials and high gamma activity—at the level of the group, the individual and the recording contact. …”
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“…Arc and Homer1a are induced in neurons in response to waking neuronal activity and accumulate with time spent awake. I suggest that during sleep, Arc and Homer1a drive broad weakening of synapses through homeostatic scaling-down, but in a manner that is sensitive to the plasticity history of individual synapses, based on patterned phosphorylation of synaptic proteins. …”
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“…We recorded single unit spiking activity from the auditory cortex (ACx) of awake mice in response to an array of broadband stimuli with varying central frequencies and bandwidths. …”
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“…The data were analyzed with SPSS/WIN ver. 27.0, using a t-test and repeated-measures ANOVA. (3) Results: The findings showed that there were significant differences in pain (back VAS p = 0.003, leg VAS p = 0.002, PPT p = 0.008), neuropathy (DN4 p = 0.034), and sleep actigraphy (sleep efficiency p = 0.038, number of awake p = 0.001, deep sleep stage p = 0.017). (4) Conclusions: We conclude that AA is an effective, safe, cost-effective, non-invasive nursing intervention that can improve pain, neuropathy, and sleep in patients on PSPS.…”
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“…The number of people staying awake and compensating for lack of sleep has increased in recent years. …”
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“…Here, we describe which parts of the sleep recording yield the lowest agreement and present the first form of an automated method that can reliably distinguish awake from sleep stages and could thus accelerate the time-consuming manual data processing. …”
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“…MATERIAL/METHODS: The 30 patients extubated postoperatively in the TOF group were required to have a TOFR ≥0.9, while the 30 patients in the clinical assessment group were awake and following simple commands and had a 5-second head lift and spontaneous breathing with acceptable oxygenation. …”
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“…At baseline, females spent more time awake (AW) and less time in slow wave sleep (SWS) than males. …”
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“…Experimental data suggest a remarkable influence of MMF on cardiac electrophysiology compared with IF and awake animals. While IF only moderately reduced heart rate, MMF led to significant bradycardia, spontaneous arrhythmias, heart rate variability alterations as well as sinus and AV node dysfunction, and increased inducibility of ventricular arrhythmias. …”
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“…We are collecting evidence of MD–prefrontal cortex neural network communication in awake, behaving male rhesus macaques. Given the prevailing evidence, further studies are needed to identify both broad and specific mechanisms that govern how the MD, anterior thalamus and pulvinar cortico‐thalamocortical interactions support learning, memory and decision‐making. …”
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“…We present one of the first known cases using an RV mechanical support, partial flow pulmonary circulation, oxygenated Veno-venopulmonary (V-VP) strategy resulting in RV recovery, total renal recovery, awake rehabilitation, and recovery.…”
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“…They were instrumented with a nasal mask, 4 intramuscular genioglossus SMU EMG wires and an ear oximeter. They were exposed to 8–12 hypoxia trials (45-60s of 10%O2 followed by one breath of 100%O2) while awake. …”
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“…RESULTS: The median number of hourly polysomnogram reports was 7 (range, 4–8).The hour-to-hour variability of both AHI and ODI, but not of the lowest oxygen saturation, was correlated with the 24-hour pulse pressure, 24-hour systolic BP, and awake systolic BP (p < 0.05 for all). The fully adjusted linear regression analysis indicated that the hour-to-hour variability of AHI and ODI remained associated with the 24-hour pulse pressure (AHI: β coefficient, 0.264 [95% CI, 0.033–0.495],p =0.026; ODI: β coefficient, 0.450 [95% CI, 0.174 - -0.726],p = 0.002). …”
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“…Including only studies with objective sleep measures (5 studies), sleep efficiency was lower in those self-reporting active IBD and time awake post sleep onset was higher in those with active IBD. …”
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“…Based on the multi-parametric regression results, a model was proposed to correct the anesthesia effects in mouse CBF measurements, specifically [Formula: see text] . We also reported awake-state CBF in mice to be 142.0 ± 8.8 mL/100 g/min, which is consistent with the model-predicted value. …”
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“…RESULTS: Five studies involving seven trials showed the efficacy of moderate- or high-dose gefapixant for reducing objective 24-h cough frequency (estimated relative reduction 30.9% and 58.5%, respectively) (i.e. primary outcome) and awake cough frequency (estimated relative reduction 47.3% and 62.8%, respectively). …”
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