The increased usage of cyber-physical systems (CPS) has gained the focus cybercriminals, particularly with involvement internet, provoking an attack surface. these generates heavy data flows, which must be analyzed to ensure security. In particular, machine learning (ML) and deep (DL) algorithms have shown feasibility promising results fulfill security requirement through adoption intelligence....

The title compound, (C(2)H(10)N(2))[In(HPO(4))(2)(OH)]·H(2)O, was synthesized under hydro-thermal conditions. The structure of this hybrid compound consists of isolated inorganic chains with composition (∞)[In(HPO(4))(4/2)(OH)(2/2)] running along [010]. The coordination of the In(III) atom is distorted octa-hedral. The ethyl-enediammonium cation and the disordered water mol-ecule (site-occupati...

background and objective: magnetic resonance imaging (mri) is the most sensitive technique to detect multiple sclerosis (ms) plaques in central nervous system. in some cases, the patients who were suspected to ms, whereas mri images are normal, but whether patients don’t have ms plaques or mri images are not enough optimized enough in order to show ms plaques? the aim of the current study is ev...

The detection of diabetic retinopathy (DR) in millions patients across the globe is a challenging problem. Diagnosis lengthy and tedious process, requiring medical professional to assess individual fundus images patient's retina. This process can be automated by applying deep learning (DL) technology given huge dataset. problems associated with DL are unavailability large dataset their higher t...

In part I of this review, an overview of the designs of hypothalamic-pituitary-adrenal (HPA) axis studies in the setting of inhaled corticosteroids (ICS) or intranasal corticosteroids (INS) use was discussed. Part II provides detailed discussion on the HPA axis evaluation results for each common ICS and INS, and how these results are possibly affected by the factors of study design. Significant...

Activity of the hypothalamic-pituitary-adrenal axis had been studied for the past half century, when some researchers noted that some patients with Cushing's syndrome and severe mood disorders had high baseline cortisol levels, which resulted in an inhibited response in the 1mg dexamethasone suppression test. Altered dexamethasone suppression test results were subsequently found in many psychia...

Suppression of the hypothalamic-pituitary-adrenal (HPA) axis has been shown to occur during cholestatic liver injury. Furthermore, we have demonstrated that in a model of cholestasis, serum bile acids gain entry into the brain via a leaky blood brain barrier and that hypothalamic bile acid content is increased. Therefore, the aim of the current study was to determine the effects of bile acid si...

This paper presents a slew maneuver control design of three-axis rotational flexible spacecraft. The focus of the work is to investigate the nonlinear effect of the three axis maneuver for a flexible spacecraft when a vibration suppression technique for linear systems such as input shaping is used in the control design. A simple method of slewing three-axis rotational spacecraft using input sha...

Malware classification is a well-known problem in computer security. Hyper-parameter optimisation (HPO) using covering arrays (CAs) novel approach that can enhance machine learning classifier accuracy. The tuning of (ML) classifiers to increase accuracy needed nowadays, especially with newly evolving malware. Four techniques were tuned cAgen, tool for generating arrays. results show cAgen an ef...

OBJECTIVE A growing body of data suggests that a significantly enhanced salivary cortisol response to waking may indicate an enduring tendency to abnormal cortisol regulation. Our objective was to apply the response test to a population already known to have long-term hypothalamo-pituitary-adrenocortical (HPA) axis dysregulation. We hypothesized that the free cortisol response to waking, believ...