Yan Liu's research while affiliated with Fuda Cancer Hospital and other places
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Publications (104)
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Objective
This study aims to investigate the determinants and the dose–response relationship of fear of cancer recurrence among patients with early‐stage non‐small cell lung cancer (NSCLC), aiming to inform prevention and intervention strategies.
Methods
Employing a cross‐sectional design, we analyzed data from 677 postoperative NSCLC patients who...
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Aim
This study aims to explore the longitudinal predictive effect of self‐awareness on career adaptability in new nurses at a tumor specialty hospital and the mediating mechanisms of work readiness and transition shock.
Background
Career adaptability is crucial for the personal development of nurses and also intricately linked to the retention rat...
In the process operation performance assessment (POPA) of electro-fused magnesium furnace (EFMF), the distribution of testing and training data is inconsistent. Therefore, in order to solve the problem, a new adaptation entropy regularization actor–critic (AERAC) reinforcement learning method is proposed based on the multisource heterogeneous infor...
Background
To identify independent factors of cognitive frailty (CF) and construct a nomogram to predict cognitive frailty risk in patients with lung cancer receiving drug therapy.
Methods
In this cross‐sectional study, patients with lung cancer undergoing drug therapy from October 2022 to July 2023 were enrolled. The data collected includes gener...
Pasteurella multocida is an important bacterial pathogen that can cause diseases in both animals and humans. Its elevated morbidity and mortality rates in animals result in substantial economic repercussions within the livestock industry. The prevention of diseases caused by P. multocida through immunization is impeded by the absence of a safe and...
To improve the accuracy of feature representation and abnormal condition identification, a new abnormal condition identification method, named integrating multiple binary neural networks based on condition-relevant information (CRI-MBNN), is presented for the electro-fused magnesia smelting process in this study. Firstly, the features related to ea...
Purpose
We aimed to investigate cancer patients' experiences of psychological distress after surgery and the factors that influence it, and to analyze the relationship between this and the nursing humanistic care demands.
Methods
This study used a convenience sampling method to survey 432 cancer patients undergoing surgical treatment in the specia...
The process operating performance assessment (POPA) of the flotation process is of great significance for monitoring the flotation operating performance and improving the product quality. Flotation process is a typical industry process with multiple sub-processes, and the sub-processes are interconnected. In addition, due to the feed characteristic...
Background
Rhoptry organelle proteins (ROPs) secreted by apicomplexan parasites play important roles during parasites invasion and survival in host cells, and are potential vaccine candidates against apicomplexan diseases. Eimeria tenella (E. tenella) is one of the most noteworthy apicomplexan species, which causes hemorrhagic pathologies. Although...
The fluctuation of new energy output decreases distribution system reliability and increases the risk of a power outage. Based on this, considering the participation of new energy sources, the influence of load participation demand response on the distribution system is analyzed, the load demand response model is established, and the corresponding...
As an effective way to ensure the economic benefits of enterprises, process operating performance assessment has attracted more and more attention from industry and academia in recent years. In this paper, a stacked performance‐relevant enhanced denoising autoencoder (SPEDAE) network is designed for the operating performance assessment of industria...
Purpose
To identify independent factors of cognitive frailty and construct a nomogram to predict cognitive frailty risk in patients with lung cancer receiving drug therapy.
Methods
This is a cross-sectional study that enrolled patients with lung cancer undergoing drug therapy from October 2022 to July 2023. The collected data includes general demo...
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Aims
To explore the current situation, influencing factors and pathways of safety behaviour of nurses in tumour specialized hospitals, in order to provide a theoretical basis for managers to manage and train nurses, improve their safety behaviour level and ensure medical safety.
Design
An anonymous cross‐sectional survey.
Method
A total of 2147 n...
The advancement in CRISPR-Cas biosensors has transmuted the detection of plant viruses owing to their rapid and higher sensitivity. However, false positives and restricted multiplexing capabilities are still the challenges faced by this technology, demanding the exploration of novel methodologies. In this study, a novel detection system was develop...
The recent pandemic of SARS-CoV-2 has underscored the critical need for rapid and precise viral detection technologies. Point-of-care (POC) technologies, which offer immediate and accurate testing at or near the site of patient care, have become a cornerstone of modern medicine. Prokaryotic Argonaute proteins (pAgo), proficient in recognizing targe...
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Aim. The aim of this study was to determine whether the relationship among the nursing work environment, psychological resilience, and transition shock was mediated by nurses’ perceived professional benefits and to explore the associations among these variables. Background. Nurses’ transition shock is an important factor in reducing the nursing sta...
Simple Summary
This study aimed to determine the prevalence of bacterial diseases in pig farms in various regions of Zhejiang Province and surrounding areas. A total of 526 samples were collected from 85 pig farms in Zhejiang Province and surrounding areas. In this study, samples were analyzed using bacterial isolation and purification, Gram staini...
The outer membrane vesicle (OMV) of bacteria is a bilayer membrane vesicle with a diameter of about 10-300 nm that is secreted during the growth of Gram-negative bacteria. OMV is considered as a high-quality vaccine candidate antigen because of its natural immunogenicity and non-replicability. Although the excellent antigenicity of OMV has been wid...
The process operation performance assessment (POPA) of the smelting process of electro‐fused magnesium furnaces (EFMFs) plays a very important role for improving production quality and pursuing the highest economic benefit. Most of the existing methods are based on the assumption of abundant labelled training samples. However, the lack of samples f...
Aim. This paper aimed to examine the current state of nurse safety behavior, and the effect of work engagement on it, and to explore the mediating effect of self-efficacy between work engagement and nurse safety behavior in specialized cancer hospitals. Background. Nurse safety behavior affects the quality of care and outcomes for patients with can...
The operating performance of a process may degenerate due to process interferences and operation errors, which cancel the benefits of technology design and economic production. Traditional operating performance assessment methods are either lack of real-time due to the post-analysis or difficult to distinguish performance grades for process data wi...
Bordetella infection can be efficiently prevented through vaccination. The current study investigated the effects of an extract of Cochinchina momordica seed (ECMS) combined with oil on the immune responses to the inactivated Bordetella vaccine in mice. Serum IgG and IgG1 level was significantly increased in ECMS-oil group compared to any other gro...
Background:
Newly graduated nurses face a dilemma of transitioning from student to clinical nurse roles, resulting in a low level of work readiness. The special professional environment of oncology hospitals requires newly graduated nurses to have specialized and novel theoretical knowledge and nursing skills. Therefore, they are constantly expect...
Objective
To study the fear of cancer recurrence (FCR) of individuals with non-small cell lung cancer (NSCLC); this research focused on developing and validating a prediction model to identify which individuals with NSCLC were at high risk of relapse fear.
Methods
The sociodemographic and clinical variable data of 347 NSCLC patients from the Depar...
The process operation performance assessment (POPA) of electro-fused magnesium furnace (EFMF) plays an irreplaceable role in improving production efficiency and ensuring product quality. The existing methods of POPA seriously rely on a large number of manually marked label data. However, manual marking of all samples will pay a very high price, whi...
This paper investigates the issue of the standard H∞ control for state-constrained switched systems. The characteristics of the switched system are that its subsystems are internal unstable and the state is restricted within the unit hypercube. Firstly, the sufficient conditions for H∞ control based on dwell time switching are given by using the mu...
The purpose of this study was to evaluate the effects of dietary coated lysozyme on growth performance, serum biochemical indexes, antioxidant activity, digestive enzyme activity, intestinal permeability, and the cecal microbiota in weaned piglets. In total, 144 weaned Large White × Landrace piglets were divided into six treatment groups, with 3 re...
Trichophyton mentagrophytes is an important zoonotic dermatophyte, which seriously harms the skin of humans and animals. Chemical drugs are generally used for the prevention and treatment of the disease caused by T. mentagrophytes. Discovering new compounds from natural products is an important approach for new drug development. Trichoderma include...
Purpose
To study the level of fear of cancer recurrence (FCR) in patients receiving surgery for non-small cell lung cancer (NSCLC) and explore related factors that can increase levels of hope in this population, enhance the confidence to defeat the disease, and thus increase the quality of life.
Methods
A total of 327 postoperative NSCLC patients...
Objective To explore the associations between psychological distress and nursing humanistic care demands
Methods
A total of 432 cancer patients were recruited and surveyed using the General Questionnaire, the Distress Management Screening Measure, and Nursing Humanistic Care Demands Questionnaire. Pearson correlation analysis was applied in SPSS.24...
Background
Psychological distress in cancer patients affects patients' treatment and recovery and reduces their quality of life. Humanistic care can improve patients' psychological situation. However, there is no research related to humanistic care demands and the psychological distress of cancer patients.
Methods
A total of 563 tumor patients fro...
Background
Psychological distress is receiving increasing clinical attention among cancer patients suffering from symptomatic distress. Humanistic care can improve patients' unpleasant psychological state, and identifying patient-centered reported nursing humanistic care demands is the basis for implementing humanistic care measures. However, there...
Purpose:
The aim of the study is to understand the current status of physical activity in patients with lung cancer surgery, explore its influencing factors, and analyze the correlation between physical activity and exercise self-efficacy and perception of social support.
Methods:
The General Information Questionnaire was designed for 145 patien...
Infectious respiratory diseases caused by Bordetella bronchiseptica (Bb) are seriously endangering the development of the rabbit industry in China. Unfortunately, no licensed vaccines are available for this pathogen. The present study was designed to determine whether the inactivated Bb antigen formulated with vegetable oil adjuvant (named E515) wh...
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Purpose: To study the level of fear of cancer recurrence (FCR) in patients receiving surgery for non-small cell lung cancer (NSCLC) and explore related factors, so as to improve the hope level in this population, help enhance the confidence to defeat the disease and thereby increase the quality of life.
Methods: A total of 327 postoperative NSCLC p...
Indwelling catheter is a routine procedure in surgical patients. Studies have shown that prolonged indwelling urinary catheterization increases the risk of postoperative urinary tract infection. Although early removal of the urinary catheter after operation can reduce the risk of postoperative urinary symptoms and tract infections, it may lead to p...
Objective
To construct a training content system for new nurses in cancer hospitals based on postcompetency and to provide guidance for clinical new nurse training.
Methods
Based on literature review, semistructured interviews, and questionnaire surveys, a new draft of the nurse training content system was initially established, and 17 experts wer...
Purpose
Outer membrane vesicles (OMVs) are spherical nano-sized proteolipids secreted by numerous pathogenic Gram-negative bacteria. Due to the immunostimulatory properties and protective efficacy, OMVs have received increasing attention as a candidate for the vaccine to prevent and treat bacterial infections. However, the immune response remains e...
Purpose
Discuss the application effect of the six-step standard communication process in the communication ability training of newly recruited nurses.
Methods
This is a before and after control study. The control group included 45 newly recruited nurses in our hospital in 2019, and the observation group included 40 newly recruited nurses in our ho...
This study creatively puts forward XGBoosts with correlation-based and knowledge-based function (CK-XGBoost) to design flotation backbone process according to the natural properties of a copper mine. The decision-making of flotation backbone process of copper mine is a multi label problem with high feature dimension and small instance set. The prop...
The process operation performance assessment in the smelting process of electro-fused magnesium furnace (EFMF) plays a very important role in improving production efficiency and economic benefits. Most of the existing methods mainly rely on a large number of labeled data, which is difficult to satisfy in practical application. To solve the problem...
The objective of this study was to assess the effects of dietary supplementation with Clostridium butyricum (CB) and a bacteriophage cocktail (BP) on growth performance, serum biochemical parameters, intestinal digestive and oxidase enzymes, intestinal morphology, immune responses, and the cecum microbiota in rabbits. In total, 108 New Zealand rabb...
Mud layer height of thickener is the key quality index of thickening process which is difficult to achieve real-time detection with existing methods in reality. While the need of developing a soft sensor model which can be used for real-time detection of mud layer height, we proposed an end-to-end mud layer height prediction method with attention m...
The process operating performance assessment is critical for the smelting process of electro-fused magnesium furnaces to improve quality of the magnesia product and pursue optimal comprehensive economic benefit. This paper proposes a new method of multi-source heterogeneous information deep feature fusion (MSHIDFF) to achieve higher accuracy operat...
Cyniclomyces guttulatus is usually recognised as an inhabitant of the gastrointestinal (GI) tract in rabbits. However, large numbers of C. guttulatus are often detected in the faeces of diarrhoeic rabbits. The relationship of C. guttulatus with rabbit diarrhoea needs to be clearly identified. In this study, a C. guttulatus Zhejiang strain was isola...
Background
Trichophyton mentagrophyte (TM), a zoonotic pathogen, has been endangering public health due to emerging drug resistance. Although increased attention is paid to this issue, there is very limited research available on drug resistance in TM. In this study, we studied the gene and proteomic changes, morphological changes, cellular fat loca...
Vaccines, in many cases, stimulate only too weak immunogenicity to prevent infection. Therefore, adjuvants are required during their preparation to boost the immune response. We herein developed a PEGylated nano-adjuvant based on Rehmannia glutinosa polysaccharide (RGP). The addition of PEG layer exhibits enhanced immune performance of the nano-RGP...
Bordetella bronchiseptica (B. bronchiseptica) is a gram‐negative bacterium that causes a respiratory disease in rabbits. To determine the proteins of B. bronchiseptica in rabbits related to the disease, differentially accumulated proteins in B. bronchiseptica‐infected cells were identified by comparative proteomic analysis. After challenge for 7 da...
Background: Cyniclomyces guttulatus is a common inhabitant of the gastrointestinal tract in rabbits, and large numbers are often present in feces of diarrheic rabbits. However, its relation with rabbit diarrhea has not been clearly identified. Relationship between C. guttulatus and the rabbit are identified in this paper.
Methods: YPG (pH 1.5) medi...
Background
Rehmannia glutinosa polysaccharide is the main reason that contributes to the immunological function of R. glutinosa. Due to its disadvantages in clinical use, here we designed the PEGylation nano-RGP (pRL) to improve the drug-targeting effect and the immunological function. Our present work aims to establish the optimum condition of pre...
Background Rabbit breeding has developed into a large-scale industry, and as such, the incidence of dermatophytosis in rabbits has become increasingly common. A rabbit model with Trichophyton mentagrophytes infection was established to study the changes within the immune responses after fungal infection. Methods After the T. mentagrophytes challeng...
The operating performance assessment of industrial processes becomes increasingly important in manufacturing production. A novel operating performance assessment method based on performance-relevant kernel independent component analysis is proposed here for nonlinear and non-Gaussian processes. The proposed method accounts for the comprehensive eco...
Background: T. mentagrophytes can infect all mammals, including rabbits, causing serious infections with remarkable economic losses for rabbit farmers. Berberine is an alkaloid that is effective against a variety of microbial infections such as T. mentagrophytes. Growth curve by dry weight determination and in-vivo antifungal assay were carried out...
This paper studies the robust stability analysis of a class of switched positive linear systems with uncertainties in the framework of dwell time switching. The uncertainties refer to interval uncertainties. Two classes of dwell time switching signals are considered in this paper: (i) the first class is confined by a certain pair of upper and lower...
With the pursuit of profit, the operating performance assessment of industrial processes has gradually attracted attention and concentration in modern industrial production. However, owing to the complexity of plant-wide processes, many existing operating performance assessment techniques are lacking in interpretation of the assessment result, and...
Batch processes have been playing a significant role in modern industrial processes. However, even if the operating conditions are normal, the process operating performance may still deteriorate away from optimal level, and this may reduce the benefits of production, so it is crucial to develop an effective operating performance assessment method f...
In this paper, the finite-time stabilization with output-constraint is investigated for a class of high-order nonlinear systems with the powers of positive odd rational numbers by constructing a Barrier Lyapunov function. First, sufficient conditions on characterizing the nonlinear functions of the considered systems are derived. Then, based on the...
Batch processes play a significant role in modern industrial processes. Nevertheless, the process operating performance may degrade from optimal level, which cancels the economic profits of the plant, and effective techniques for operating performance assessment are essential. Although multimodel approaches are proposed to fit its multiphase charac...
Trichophyton mentagrophytes is a fungus that causes skin disease in humans and other animals worldwide. Studies on molecular biology and fluorescent labeling of the fungus are limited. Here, we applied mCherry for the first time in T. mentagrophytes to label the fungus and its organelles. We constructed four expression vectors of mCherry or mCherry...
Phage therapy is a valid weapon that we could use to fight against pathogens. Bacteriophages kill bacteria and self-proliferate in the digestive tract. Furthermore, it was assumed that phage therapy could preserve the existing gut microbiota. In this study, 45 rabbits were equally divided into three groups after they were orally inoculated with pat...
Total OTUs and tags of 16 mixed samples in four groups.
To pursue optimal comprehensive economic benefit, the assessment on the operational performance of the process becomes more and more critical for industrial processes. In this study, a novel assessment method regarding the operating optimality as well as the cause identification strategy are proposed for nonlinear industrial processes based on nonl...
In this study, the adjuvant effects of the extract of Cochinchina momordica seed ECMS + oil, oil alone, ECMS alone, conventional alum adjuvant on inactivated Bordetella bronchiseptica (Bb) vaccine or control using antigen alone without adjuvant were evaluated along with the underlying mechanism. The results in experiment A demonstrated that antibod...
Due to inappropriate operating or other uncertainties, process operating performance may deteriorate from the optimal state, which leads to a disappointing comprehensive economic index. However, sufficient attention has not yet been paid and few studies have been reported in this area so far. In this study, a novel operating optimality assessment a...
As a novel research issue, the operating performance assessment for industrial processes has received growing interest in recent years. In this study, a multiple hypotheses testing-based operating optimality assessment and nonoptimal cause identification method is proposed to handle the online assessment of the batch processes with multiphase and u...
In industrial processes, the process operating performance may deteriorate with time from optimal performance due to process disturbances, noise, and other uncertainties, which prompts the development of process operating optimality assessment. In this study, a novel online operating optimality assessment method based on optimality related variatio...
In this study, a novel online operating optimality assessment based on optimality related variations and nonoptimal cause identification method is proposed for industrial processes. The optimality related variations are extracted from each steady performance grade by analyzing the common and unique variations among steady performance grades, which...
Generally, process operating performance affects the economic benefits of enterprises, which prompts the development of process operating performance assessment. In this study, a novel operating optimality assessment and nonoptimal cause identification strategy is proposed for non-Gaussian multimode processes. Compared with the reported methods, th...
This paper is concerned with the finite-time stabilization with output constraint for a class of uncertain nonlinear systems. The systems under consideration admit a structure which includes the one dominated by lower triangular form as a special case. We give some sufficient conditions that enable our design by characterizing the nonlinear functio...
The Gram-negative pathogen Bordetella bronchiseptica causes acute and chronic respiratory infection in a variety of animals. Currently, there is no vaccine to prevent these infections. To identify useful candidate antigens for such a vaccine, five B. bronchiseptica genes including amino acid ATP-binding cassette transporter substrate-binding protei...
Phellodendron amurense, exhibits antifungal activity mainly by bioactive components including berberine hydrochloride and palmatine hydrochloride. This study was conducted to evaluate the antifungal effects of berberine hydrochloride, palmatine hydrochloride, and a mixture of both substances against Microsporum canis in vivo and in vitro.
The minim...
Background:
Fur is an important genetically-determined characteristic of domestic rabbits; rabbit furs are of great economic value. We used the Solexa sequencing technology to assess gene expression in skin tissues from full-sib Rex rabbits of different phenotypes in order to explore the molecular mechanisms associated with fur determination.
Met...
Berberine, a natural isoquinoline alkaloid of many medicinal herbs, has an active function against a variety of microbial infections including Microsporum canis (M. canis). However, the underlying mechanisms are poorly understood. To study the effect of berberine chloride on M. canis infection, a Digital Gene Expression (DGE) tag profiling was cons...
For many multimode processes, the process operating performance may deteriorate with time from optimal state due to process disturbances, noise, and other uncertainties, and it is important to develop an effective operating optimality assessment method, however, it has not yet been paid sufficient attention and few researches have been reported in...
Total projection to latent structures (T-PLS) has been used for quality-related process monitoring. Compared to PLS, the T-PLS is more effectively in detecting the quality-related abnormal situations for linear and static processes. To describe the nonlinear and dynamic process characteristics, a new monitoring approach, dynamic total kernel projec...
In this paper, we will study the global exponential stabilization (GES) under arbitrary switchings for a class of switched nonlinear systems in power integrator triangular form, whose subsystems have chained integrators with the powers of positive odd numbers. Unlike the existing results on systems where the powers are assumed to be identical inẋi-...
Although industrial processes are usually operated at the optimal point in the early stage of the production, the operating performance may deteriorate with time due to process disturbances. In order to pursue optimal comprehensive economic benefit (CEB), online process operating performance assessment on optimality has become a key issue. However,...
Bordetella bronchiseptica is a Gram-negative pathogen that causes acute and chronic respiratory infection in a variety of animals. To identify useful antigen candidates for diagnosis and subunit vaccine of B. bronchiseptica, immunoproteomic analysis was adopted to analyse outer membrane proteins of it. The outer membrane proteins extracted from B....
This article investigates the global finite-time stabilization (GFS) for a class of switched nonlinear systems in non-triangular form, whose subsystems have chained integrators with the powers of positive odd rational numbers (i.e., numerators and denominators of the powers are all positive odd integers). All subsystems are not assumed to be stabil...
Citations
... For instance, Helicobacter pylori-derived OMVs induced human peripheral blood mononuclear cells to produce the anti-inflammatory cytokine IL-10, which limited inflammation and promoted bacterial survival [15]. Sun et al. reported that Pasteurella multocida-derived OMVs could trigger the secretion of pro-inflammatory cytokines (IL-1β, IL-6, and TNF-α,) and antiinflammatory cytokines (IL-10 and TGF-β1) in RAW264.7 cells [16]. ...
![[object Object]](https://i1.rgstatic.net/ii/profile.image/346097135439872-1459527395079_Q64/Yee-Huang.jpg)
... It may act as a mediator between stress and psychological well-being, where higher self-efficacy helps to mitigate the negative effects of job stress [42]. Furthermore, it has been found that both job burnout and job engagement can be influenced by self-efficacy, highlighting its role in moderating the impact of job stress and enhancing resilience in the face of job stress [43,44]. ...
... The detections of DNA by Pf Ago-mediated systems were usually realized by two steps of cleavage: the first step of cleavage guided by two primers, with the product of this cleavage guiding subsequent cleavage targeting the specific probes. Pf Ago can work without amplification steps with low sensitivity, but the sensitivity can be improved by combining it with conventional PCR, RPA, or LAMP [14][15][16][17][18]. Interestingly, because of the programmable function for DNA-guided cleavage, Pf Ago was used to connect to an ultrashort PCR to rapidly and highly sensitively detect viruses from clinical samples [19]. ...
![[object Object]](https://i1.rgstatic.net/ii/profile.image/11431281181794312-1692175789800_Q64/Sun-Kai-6.jpg)
... Several studies have found that nurses' perceived professional beneft can directly infuence retention intention and strengthen the willingness of continuing in nursing work [29,30]. Nursing interns are in an important period of professional adjustment and transition, and their professional perceptions have a signifcant impact on future career choices and professional development [31,32]. Currently, little research has been conducted that examines the relationship between intern nursing students' perceived professional beneft and their willingness to stay in the nursing profession. ...
... In a study from China for A. pleuropneumoniae, there were six antibiotics with associated resistance rates of 50% or higher: streptomycin (53.57%); amikacin (53.57%); kanamycin (53.57%); tilmicosin (85.71%); lincomycin (96.43%); and compound trimoxazole (57.14%). Cephalosporins had the highest sensitivity, with resistance rates of 0% for cephalothin, 7.14% for ceftiofur, and 3.57% for cefotaxime [23]. This report shows a higher resistance to tilmicosin compared to our study. ...
... In this study, the Wilcoxon signed-rank, Kruskall-Wallis, and posthoc Dunn statistical tests revealed the system's high performance. 36 Simi and colleagues addressed the environmental problem of groundwater pollution, and the Wilcoxon rank sum statistical test was used for efficacy evaluation. 37 Elseify et al., in their studies on the optimization of renewable energy sources, statistically evaluated the algorithms' performance and tried to determine which algorithm is the most effective. ...
... This performance can be modulated by both personal and work-related factors, such as depression and professional selfefficacy. This underlines the need to investigate and promote safe behaviors that improve the quality of care (53). On the other hand, it has been shown that high job performance, along with job satisfaction and organizational commitment, can have a positive impact on nurses' performance and on the quality of care provided to patients (54). ...
... As an up-and-coming ML algorithm, slow feature analysis (SFA) has been widely applied in control performance evaluation [36,37] and the detection of process faults [38][39][40][41]. SFA is mainly used to extract SFs from time series data ...
![[object Object]](https://i1.rgstatic.net/ii/profile.image/278948333277185-1443517873426_Q64/Chao-Shang-2.jpg)
... In their study, the detection results from the multi-source are individually predicted by each branch and then fused together with a support vector machine. Bu et al. [45] further applied a CNN and a Multi-Layer Perceptron (MLP) to extract the image feature and current feature, respectively, and then used these features to predict anomalies. However, the above linear fusion scheme neglects the correlation between the modalities, resulting in the underutilization of multi-modal information. ...
... This immune system link is considered the body's front line of defense, represented by numerous factors and systems, including lysozyme [17]. Lysozyme, also known as muramidase or 1,4-β-N-acetylmuramidase, serves as one of the key humoral factors of innate immunity and performs important biological functions in the body (bactericidal properties, stimulating effect on phagocytosis, neutralization of some microbial toxins, and anti-inflammatory effect) [18]. ...
