A5101992519- Sleep and related disorders
- COVID-19 and Mental Health
- Neuroscience of respiration and sleep
- Obstructive Sleep Apnea Research
- Robotic Path Planning Algorithms
- Advanced Technologies in Various Fields
- Nanoparticles: synthesis and applications
- COVID-19 diagnosis using AI
- Orthopaedic implants and arthroplasty
- Network Packet Processing and Optimization
- Antimicrobial Resistance in Staphylococcus
- Industrial Vision Systems and Defect Detection
- Health disparities and outcomes
- Smart Parking Systems Research
- Nanoparticle-Based Drug Delivery
- COVID-19 and healthcare impacts
- Biomedical Ethics and Regulation
- Autonomous Vehicle Technology and Safety
- Acute Ischemic Stroke Management
- Vehicle License Plate Recognition
- Speech Recognition and Synthesis
- Microbial Metabolism and Applications
- SARS-CoV-2 and COVID-19 Research
- Music and Audio Processing
- Sleep and Work-Related Fatigue
Fujian Medical University
2023-2024
National Center for Chronic and Noncommunicable Disease Control and Prevention
2023-2024
Shanghai First People's Hospital
2023
Shanghai Jiao Tong University
2023
Zhengzhou Business University
2022
Guangdong Polytechnic of Science and Technology
2022
Beijing Institute of Technology
2022
Pace University
2022
Zhuhai Institute of Advanced Technology
2022
Shandong University
2022
Long Short-Term Memory (LSTM) is widely used in speech recognition. In order to achieve higher prediction accuracy, machine learning scientists have built larger and models. Such large model both computation intensive memory intensive. Deploying such bulky results high power consumption leads total cost of ownership (TCO) a data center. speedup the make it energy efficient, we first propose load-balance-aware pruning method that can compress LSTM size by 20x (10x from 2x quantization) with...
COVID-19 has been reported to affect the sleep quality of Chinese residents; however, epidemic's effects on college students during closed-loop management remain unclear, and a screening tool is lacking.This study aimed understand in Fujian Province epidemic determine sensitive variables, order develop an efficient prediction model for early problems students.From April 5 16, 2022, cross-sectional internet-based survey was conducted. The Pittsburgh Sleep Quality Index (PSQI) scale,...
Age, gender, body mass index (BMI), and mean heart rate during sleep were found to be risk factors for obstructive apnea (OSA), a variety of methods have been applied predict the occurrence OSA. This study aimed develop evaluate OSA prediction models using simple accessible parameters, combined with multiple machine learning algorithms, integrate them into cloud-based mobile medicine management platform clinical use. The data obtained from records 610 patients who underwent polysomnography...
Previous studies show that B vitamins and homocysteine (Hcy) may be associated with mental disorders, but the accurate causal relationship remains unclear. This study aimed to elucidate potential of serum Hcy levels five common disorders through a two-sample Mendelian randomization (MR) study. In this MR analysis, 50 single-nucleotide polymorphisms (SNPs)-13 related folate, 17 vitamin B6, 8 B12 12 Hcy-were obtained from large-scale Genome-Wide Association Studies (GWAS) database employed as...
Abstract Introduction Whether the coronavirus disease‐2019 (COVID‐19) pandemic is associated with a long‐term negative impact on acute stroke care remains uncertain. This study aims to compare timing of key aspects codes between patients before and after COVID‐19 pandemic. Methods retrospective cohort was conducted at an academic hospital in Shanghai, China included all adult ischemic hospitalized via emergency department (ED) pathway during 24 months since outbreak (COVID‐19: January 1,...
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been spreading globally for over years, causing serious contagious disease and incalculable damage. The introduction of vaccines slowed the spread SARS-CoV-2 to some extent, but there remains a need specific effective treatment. high chemical diversity safety profiles natural products make them potential source anti-SARS-CoV-2 drugs. Cotton plant is one most important economic medical crops large number antiviral...
Objective To evaluate the effectiveness of two kinds Arg-Gly-Asp (RGD)-targeted 131 I-containing nanoliposomes for treatment cervical cancer in vitro and vivo. Methods The nanoparticle liposomes designated RGD- I-tyrosine peptide chain (TPC)-L I-RGD-L were prepared. emulsion solvent evaporation method was used to encapsulate polypeptide into liposomes. quantity entrapped measured using UV spectrophotometry. labeling rates, radiochemical purities, total radioactivities paper chromatography....
There is a lack of effective platforms that can rapidly screen drugs, for patients to achieve precision treatment. Since an organoid simulates the tissue or organ structure and function in vitro, it be applied predict response therapy, personalized medicine, drug screening clinical practice. However, rapid development this field meets several challenges. This study aimed evaluate current state prioritize future research areas using bibliometric analysis.We selected articles reviewers from...
To develop a SARS-CoV-2 antigen detection management system for Chinese residents under community grid management, which is supported by "health information technology" and "neural network image recognition", so as to give full play the advantages of "grid management". This applied normalized prevention control COVID-19 epidemic. The model recognition algorithm was built based on deep learning convolution neural (CNN) artificial intelligence algorithm. improved Canny edge used monitor locate...
Objective College Students’ sleep quality and daytime dysfunction have become worse since the COVID-19 outbreak, purpose of this study was to explore relationship between among college students during (Corona Virus Disease 2019) period. Methods This research adopts form cluster random sampling online questionnaires. From April 5 16 in 2022, questionnaires are distributed various universities Fujian Province, China general information questionnaire PSQI scale used for investigation. SPSS26.0...
There are few reports on the efficacy and safety of percutaneous lever reduction combined with intramedullary nailing in treatment irreducible functional intertrochanteric fracture. This study was designed to investigate clinical effect by leverage nail internal fixation femoral fracture.A total 26 patients fracture admitted Qilu Hospital were included this study, including 10 males 16 females. All fractures reduced through an incision made at insertion point head or main aid auxiliary...
Objective To investigate the distribution of vancomycin–resistant genes and virulence in Enterococcus (VRE) isolates from intensive care unit (ICU). Methods A total 180 anal swabs were collected patients ICU Tianjin Medical University General Hospital during September 2012 May 2013. VRE strains screened by ChromID agar method. Vitek 2 Compact system was used drug sensitivity test, sensitivities to vancomycin teicoplanin further determined using Kirby–Bauer disk diffusion Vancomycin...
<sec> <title>BACKGROUND</title> COVID-19 has been reported to affect the sleep quality of Chinese residents; however, epidemic’s effects on college students during closed-loop management remain unclear, and a screening tool is lacking. </sec> <title>OBJECTIVE</title> This study aimed understand in Fujian Province epidemic determine sensitive variables, order develop an efficient prediction model for early problems students. <title>METHODS</title> From April 5 16, 2022, cross-sectional...
<sec> <title>UNSTRUCTURED</title> Background: Age, gender, body mass index (BMI), and mean heart rate during sleep were found to be risk factors for obstructive apnea (OSA), a variety of methods have been applied predict the occurrence OSA. Objective: This study aimed develop evaluate OSA prediction models using simple accessible parameters, combined with multiple machine learning algorithms, integrate them into cloud-based mobile medicine management platform clinical use. Methods: The data...
<sec> <title>UNSTRUCTURED</title> Background: The objective of this study was to address the prevalent issue sleep disturbance among college students, which can lead a range mental and physical disorders. identification potential predictors development an accurate prediction model are essential steps for early detection appropriate intervention in disturbances. However, previous studies have encountered notable limitations. Objective: This aimed provide fresh perspective by developing...