Xiaowen Gong
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View article: Lightweight Decentralized Federated Learning with Arbitrary Client Participation
Lightweight Decentralized Federated Learning with Arbitrary Client Participation Open
View article: Identification of Candidate Genes Related to the Husk Papillae in Foxtail Millet (Setaria italica (L.) P. Beauv)
Identification of Candidate Genes Related to the Husk Papillae in Foxtail Millet (Setaria italica (L.) P. Beauv) Open
Efficient and fast water uptake by seeds, facilitated by optimal soil moisture, plays a critical role in timely germination and early seedling vigor for foxtail millet production in arid and semi-arid regions. The husk, as a unique structu…
View article: Assessment Framework for Infection Prevention and Control Competence in Trained Nurses in Regional Medical Communities: Development and Implementation
Assessment Framework for Infection Prevention and Control Competence in Trained Nurses in Regional Medical Communities: Development and Implementation Open
The study successfully developed a scientifically robust evaluation system for the competence in infection prevention and control among professional nurses. Standardized training significantly enhanced nurses' capabilities, highlighting th…
View article: Research on High-Accuracy, Lightweight, Superfast Model for Nitrogen Diagnosis and Plant Growth in Lettuce (Lactuca sativa L.)
Research on High-Accuracy, Lightweight, Superfast Model for Nitrogen Diagnosis and Plant Growth in Lettuce (Lactuca sativa L.) Open
Nitrogen is a crucial environmental factor influencing lettuce growth, development, and quality formation. This study aimed to determine the relationship between plant growth, nutritional quality formation, and different nitrogen levels of…
View article: Single-Loop Federated Actor-Critic across Heterogeneous Environments
Single-Loop Federated Actor-Critic across Heterogeneous Environments Open
Federated reinforcement learning (FRL) has emerged as a promising paradigm, enabling multiple agents to collaborate and learn a shared policy adaptable across heterogeneous environments. Among the various reinforcement learning (RL) algori…
View article: Optimal proprioceptive training combined with rehabilitation regimen for lower limb dysfunction in stroke patients: a systematic review and network meta-analysis
Optimal proprioceptive training combined with rehabilitation regimen for lower limb dysfunction in stroke patients: a systematic review and network meta-analysis Open
Background This study aims to evaluate the optimal rehabilitation regimen for lower limb dysfunction in stroke patients by analyzing the effects of proprioceptive training (PT) in combination with different rehabilitation interventions. Me…
View article: Single-Loop Federated Actor-Critic across Heterogeneous Environments
Single-Loop Federated Actor-Critic across Heterogeneous Environments Open
Federated reinforcement learning (FRL) has emerged as a promising paradigm, enabling multiple agents to collaborate and learn a shared policy adaptable across heterogeneous environments. Among the various reinforcement learning (RL) algori…
View article: A systematic review on the efficacy of GLP-1 receptor agonists in mitigating psychotropic drug-related weight gain – CORRIGENDUM
A systematic review on the efficacy of GLP-1 receptor agonists in mitigating psychotropic drug-related weight gain – CORRIGENDUM Open
View article: A systematic review on the efficacy of GLP-1 receptor agonists in mitigating psychotropic drug-related weight gain
A systematic review on the efficacy of GLP-1 receptor agonists in mitigating psychotropic drug-related weight gain Open
Objective Many psychotropic drugs are highly associated with related weight gain. Glucagon-like peptide-1 receptor agonists (GLP-1RAs) are established anti-obesity and glucose-lowering agents. Preliminary evidence also indicates they are f…
View article: New criteria for estimating numbers of CD34-positive cells in a graft needed for posttransplant bone marrow recovery
New criteria for estimating numbers of CD34-positive cells in a graft needed for posttransplant bone marrow recovery Open
View article: Whether 3.0 g cefuroxime prophylaxis before cardiac surgery diminished postoperative pneumonia and persistent fever compared with 1.5 g: a nested case-control study
Whether 3.0 g cefuroxime prophylaxis before cardiac surgery diminished postoperative pneumonia and persistent fever compared with 1.5 g: a nested case-control study Open
Objectives Whether 3.0 g CXM prophylaxis before cardiac surgery can effectively avoid POP and persistent POFcompared with 1.5 g is debatable, which needs to be confirmed by evidence medical research. Methods A total of 301 patients who und…
View article: Board 211: Building a 'Project-Based Learning for Rural Alabama STEM Middle School Teachers in Machine Learning and Robotics' RET Site (Year 2)
Board 211: Building a 'Project-Based Learning for Rural Alabama STEM Middle School Teachers in Machine Learning and Robotics' RET Site (Year 2) Open
This paper describes results from the second year of a Research Experiences for Teachers (RET) in Engineering and Computer Science grant. The objective of this project is to establish an RET Site under CISE at Auburn University (AU) in Ala…
View article: Board 433: Work in Progress: Building a “Project-Based Learning for Rural Alabama STEM Middle School Teachers in Machine Learning and Robotics” RET Site
Board 433: Work in Progress: Building a “Project-Based Learning for Rural Alabama STEM Middle School Teachers in Machine Learning and Robotics” RET Site Open
This work in progress paper describes results from a Research Experiences for Teachers (RET) in Engineering and Computer Science grant. The objective of this project is to establish a new RET Site under CISE at Auburn University (AU) in Al…
View article: Prevalence and trend of gonorrhea in female sex workers and men having sex with men in China: a systematic review and meta-analysis
Prevalence and trend of gonorrhea in female sex workers and men having sex with men in China: a systematic review and meta-analysis Open
The prevalence of gonorrhea is high in two high-risk groups in China, with extragenital infections requiring particular attention. The findings of this study will provide evidence to formulate national policy and guidance for gonorrhea pre…
View article: Guest Editorial The Nexus Between Edge Computing and AI for 6G Networks
Guest Editorial The Nexus Between Edge Computing and AI for 6G Networks Open
The papers in this special issue focus on the novel area of the interplay between edge computing and artificial intelligence (AI) for 6G mobile communicaton networks. While 5G mobile communication has gradually opened the curtain of intern…
View article: Guest Editorial Special Section on Distributed Edge Learning in Wireless Networks
Guest Editorial Special Section on Distributed Edge Learning in Wireless Networks Open
Distributed machine learning at the network edge has emerged as a promising new paradigm. Various machine learning (ML) technologies will distill Artificial Intelligence (AI) from enormous mobile data to automate future wireless networking…
View article: Fluctuations in waist circumference increase diabetes risk: a 4-year cohort study in 61,587 older adults
Fluctuations in waist circumference increase diabetes risk: a 4-year cohort study in 61,587 older adults Open
View article: The Use of a Three-in-One Practice-Management-Innovation Training Model in the Construction of an Infection Control Team
The Use of a Three-in-One Practice-Management-Innovation Training Model in the Construction of an Infection Control Team Open
After the selection of an infection control management team and the delivery of well-planned training, the quality of infection control management has improved.
View article: Fluctuations in Waist Circumference Increase the Risk of Diabetes in 61,587 Older Adults: 4 Years’ Chort Study
Fluctuations in Waist Circumference Increase the Risk of Diabetes in 61,587 Older Adults: 4 Years’ Chort Study Open
Purpose: To evaluate the effect of fluctuations in waist circumference (WC), weight, body mass index (BMI) on diabetes incidence in older adults. Patients and methods: We examined a prospective cohort of 61,587 older adults (age, 60-96 yea…
View article: EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles
EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles Open
Edge computing-enhanced Internet of Vehicles (EC-IoV) enables ubiquitous data processing and content sharing among vehicles and terrestrial edge computing (TEC) infrastructures (e.g., 5G base stations and roadside units) with little or no …
View article: The application of multivariate adaptive regression splines in exploring the influencing factors and predicting the prevalence of HbA1c improvement
The application of multivariate adaptive regression splines in exploring the influencing factors and predicting the prevalence of HbA1c improvement Open
Given the interaction between factors affecting HbA1c improvement, medical staff should conduct comprehensive interventions to further reduce HbA1c levels in patients. In this study, the MARS model was superior to the traditional logistic …
View article: When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network
When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network Open
Ultra-dense edge computing (UDEC) has great potential, especially in the 5G era, but it still faces challenges in its current solutions, such as the lack of: i) efficient utilization of multiple 5G resources (e.g., computation, communicati…
View article: The Challenge of Potential Drug–Drug Interactions Among People Living With HIV on Antiretroviral Therapy: A Cross-Sectional Study in Selected Provinces in China
The Challenge of Potential Drug–Drug Interactions Among People Living With HIV on Antiretroviral Therapy: A Cross-Sectional Study in Selected Provinces in China Open
Potential DDIs and inappropriate medications constitute a burden for people living with HIV in China. The knowledge of DDIs patterns and the scan for DDIs is crucial. Indeed, they can help to prevent drug-related adverse outcomes in such i…
View article: Delay-Optimal Distributed Edge Computing in Wireless Edge Networks
Delay-Optimal Distributed Edge Computing in Wireless Edge Networks Open
By integrating edge computing with parallel computing, distributed edge computing (DEC) makes use of distributed devices in edge networks to perform computing in parallel, which can substantially reduce service delays. In this paper, we ex…
View article: A novel model for malaria prediction based on ensemble algorithms
A novel model for malaria prediction based on ensemble algorithms Open
A novel ensemble model based on the robustness of structured prediction and model combination through stacking was developed. The findings suggest that the predictive performance of the final model is superior to that of the other four sub…
View article: Cost-effectiveness analysis of comprehensive intervention programs to control blood glucose in overweight and obese type 2 diabetes mellitus patients based on a real-world setting: Markov modeling
Cost-effectiveness analysis of comprehensive intervention programs to control blood glucose in overweight and obese type 2 diabetes mellitus patients based on a real-world setting: Markov modeling Open
The comprehensive intervention program for blood glucose management of overweight and obese patients with diabetes is cost-effective for the middle-aged male group and elderly female group, respectively. Moreover, the male group was more f…
View article: The characteristics of internet‐based venue sex‐seeking and mobility among money boys in Tianjin, China
The characteristics of internet‐based venue sex‐seeking and mobility among money boys in Tianjin, China Open
Objectives Internet‐based venue sex‐seeking is prevalent among money boys (MBs), as is a high degree of mobility, which is crucial for HIV transmission in key populations with high risks of HIV infection. However, correlation studies in MB…
View article: Role of physical performance measures for identifying functional disability among Chinese older adults: Data from the China Health and Retirement Longitudinal Study
Role of physical performance measures for identifying functional disability among Chinese older adults: Data from the China Health and Retirement Longitudinal Study Open
We developed the hierarchical cut-off values of handgrip strength and gait speed for identifying and stratifying the functional disability among Chinese adults over 60 years old. The speed test was superior to handgrip strength in identify…
View article: Recent Advances in Cloud-Aware Mobile Fog Computing
Recent Advances in Cloud-Aware Mobile Fog Computing Open
Mobile fog computing (MFC) is an emerging paradigm that extends cloud computing (CC) by adding a new layer between the cloud and its end users.With the cloud-aware MFC, the cloud can pre-push certain important resources to the fog to reduc…
View article: Risk factors and clinical significance of acute kidney injury after on-pump or off-pump coronary artery bypass grafting: a propensity score-matched study
Risk factors and clinical significance of acute kidney injury after on-pump or off-pump coronary artery bypass grafting: a propensity score-matched study Open
The use of CPB was a risk factor for mild AKI that did not affect the 30-day death rate of CABG whereas moderate to severe AKI caused by prolonged CPB time associated with surgical complexity affected the 30-day death rate. AKI may indicat…