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Head movement dynamics in dystonia: a multi-centre retrospective study using visual perceptive deep learning
Dystonia is a neurological movement disorder characterised by abnormal involuntary movements and postures, particularly affecting the head and neck....
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Nonlinear analysis of heart rhythm in preeclampsia: a route for translational clinical applications in neuroinflammation
Preeclampsia is a pregnancy-specific condition which gets detected through hypertension and excessive protein excretion in urine. While preeclampsia...
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Comprehensive linear and nonlinear analysis of the effects of spinning on dynamic balancing ability in Hungarian folk dancers
PurposeIn the case of Hungarian folk dancers, it is crucial to maintain correct posture and promptly respond to imbalances. However, traditional...
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Model-based analysis of the incidence trends and transmission dynamics of COVID-19 associated with the Omicron variant in representative cities in China
BackgroundIn 2022, Omicron outbreaks occurred at multiple sites in China. It is of great importance to track the incidence trends and transmission...
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A hybrid B-spline collocation technique for the Caputo time fractional nonlinear Burgers’ equation
BackgroundThis study proposes an efficient and stable technique based on new hybrid B-spline (HB-spline) functions for the numerical treatment of the...
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Transfer of learned dynamics between different surgical robots and operative configurations
PurposeUsing the da Vinci Research Kit (dVRK), we propose and experimentally demonstrate transfer learning (Xfer) of dynamics between different...
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The applied principles of EEG analysis methods in neuroscience and clinical neurology
Electroencephalography (EEG) is a non-invasive measurement method for brain activity. Due to its safety, high resolution, and hypersensitivity to...
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Applying nonlinear measures to the brain rhythms: an effective method for epilepsy diagnosis
BackgroundEpilepsy is a neurological disorder from which almost 50 million people have been suffering. These statistics indicate the importance of...
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Development of a model for predicting hospital beds shortage and optimal policies using system dynamics approach
BackgroundPolicymakers use simulation-based models to improve system feedback and model the reality of the problems in the system. This study uses...
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The modified homotopy perturbation method and its application to the dynamics of price evolution in Caputo-fractional order Black Scholes model
BackgroundFollowing a financial loss in trades due to lack of risk management in previous models from market practitioners, Fisher Black and Myron...
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Patient–clinician brain concordance underlies causal dynamics in nonverbal communication and negative affective expressivity
Patient–clinician concordance in behavior and brain activity has been proposed as a potential key mediator of mutual empathy and clinical rapport in...
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Leveraging mathematical models of disease dynamics and machine learning to improve development of novel malaria interventions
BackgroundSubstantial research is underway to develop next-generation interventions that address current malaria control challenges. As there is...
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Development of a classifier for [18F]fluorodeoxyglucose extravasation severity using semi-quantitative readings from topically applied detectors
BackgroundRadiotracer extravasations, caused largely by faulty tracer injections, can occur in up to 23% of 18 F-fluorodeoxyglucose (FDG) PET/CT...
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Heart rate variability dynamics in women with urinary incontinence: a systematic review
Introduction and hypothesisSympathetic and parasympathetic pathways of the autonomic nervous system (ANS) regulate the lower urinary tract. The aim...
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Conceptualising Rugby League Performance Within an Ecological Dynamics Framework: Providing Direction for Player Preparation and Development
Across team sports, it is critically important to appropriately define, evaluate and then aptly describe individual and team performance. This is of...
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Too little or too much: nonlinear relationship between sleep duration and daily affective well-being in depressed adults
BackgroundIn addition to having higher negative affect and lower positive affect overall, depressed individuals exhibit heightened affective...
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Novel approach for solving higher-order differential equations with applications to the Van der Pol and Van der Pol–Duffing equations
BackgroundNumerical methods are used to solve differential equations, but few are effective for nonlinear ordinary differential equations (ODEs) of...
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Latent brain state dynamics distinguish behavioral variability, impaired decision-making, and inattention
Children with Attention Deficit Hyperactivity Disorder (ADHD) have prominent deficits in sustained attention that manifest as elevated...
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Restoring glutamate receptosome dynamics at synapses rescues autism-like deficits in Shank3-deficient mice
Shank3 monogenic mutations lead to autism spectrum disorders (ASD). Shank3 is part of the glutamate receptosome that physically links ionotropic NMDA...
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Linear thinking does not reflect the newer 21st-century anesthesia concepts. A narrative review
The brain constitutes a good example of a chaotic, nonlinear biological system where large neuronal networks operate chaotically with random...
