A5055470393- Sepsis Diagnosis and Treatment
- Hemodynamic Monitoring and Therapy
- Intensive Care Unit Cognitive Disorders
- Respiratory Support and Mechanisms
- Nuclear Physics and Applications
- Radiation Detection and Scintillator Technologies
- Advanced Vision and Imaging
- Atomic and Subatomic Physics Research
- Artificial Intelligence in Healthcare
- Heart Failure Treatment and Management
- Advanced Neural Network Applications
- Industrial Vision Systems and Defect Detection
- Birth, Development, and Health
- Chemotherapy-induced cardiotoxicity and mitigation
- Cardiovascular Function and Risk Factors
- Health, Environment, Cognitive Aging
- Genetic Associations and Epidemiology
- Economic and Financial Impacts of Cancer
- Machine Learning in Healthcare
- Venous Thromboembolism Diagnosis and Management
- Nosocomial Infections in ICU
- Advanced Image Processing Techniques
- Image Enhancement Techniques
- COVID-19 diagnosis using AI
- Frailty in Older Adults
University of Science and Technology of China
2024-2025
Shanghai Jiao Tong University
2022-2025
Peking University
2020-2024
Hefei National Center for Physical Sciences at Nanoscale
2024
Huazhong University of Science and Technology
2022-2024
Union Hospital
2024
Xiamen University
2024
China Shipbuilding Industry Corporation (China)
2023
First Affiliated Hospital of Jinan University
2021-2023
The Affiliated Yongchuan Hospital of Chongqing Medical University
2021-2023
Traditional noble metal oxide, such as RuO
Abstract Background Elderly patients with sepsis have many comorbidities, and the clinical reaction is not obvious. Thus, treatment difficult. We planned to use laboratory test results comorbidities of elderly from a large-scale public database Medical Information Mart for Intensive Care (MIMIC) IV build random survival forest (RSF) model evaluate model’s predictive value these patients. Methods Clinical information in MIMIC was collected retrospectively. Machine learning used select top 30...
We collected information on patients with rectal adenocarcinoma in the United States from Surveillance, Epidemiology, and EndResults (SEER) database. used this to establish a model that combined deep learning multilayer neural network (the DeepSurv model) for predicting survival rate of adenocarcinoma.We older than 20 yearswho had been added SEER database 2004 2015. divided these into training test cohortsat ratio 7:3. The cohort was develop seven-layer based analysis method established by...
Abstract Background Alzheimer's disease (AD) is the most frequently occurring type of dementia. Concurrently, inadequate sleep has been recognized as a public health epidemic. Notably, genetic and environmental factors are now considered contributors to AD progression. Objective To assess association between duration, susceptibility, AD. Methods results Based on 483,507 participants from UK Biobank (UKB) with an average follow-up 11.3 years, there was non-linear relationship incidence...
Abstract Pavements play a pivotal role in infrastructure construction, so pavement distress detection (PDD) will greatly affect service life and vehicle operation safety. Traditional manual computer methods have such disadvantages as low efficiency, high cost error-proneness. Thus, they are not suitable for high-speed tasks due to large number of defects. Defect based on deep learning can achieve end-to-end target detection, generalize monitor targets real time. On basis, this paper has...
Summary Background Early-life exposure increases health risks throughout an individual’s lifetime. Biological aging is influenced by early-life as a key process of disease development, but whether could accelerate biological and elevate late-life mortality morbidity remains unknown. Knowledge also limited on the potential moderating role healthy lifestyle. Methods We investigate associations three around birth, breastfeeding, maternal smoking birth weight, with 202 580 UK Biobank...
Marine ships are the transport vehicle in ocean and instance segmentation of marine is an accurate efficient analysis approach to achieve a quantitative understanding ships, for example, their relative locations other or obstacles. This spatial information crucial developing unmanned avoid crashing. Visible light imaging, e.g. using our smartphones, way obtain images however, so far there lack suitable open-source visible datasets which could potentially slow down development ships. To...
Sepsis-associated acute kidney injury (S-AKI) is very common and early prediction beneficial. This study aiming to develop an accurate ensemble model predict the risk of S-AKI based on easily available clinical information. Patients with sepsis from United States (US) database Medical Information Mart for Intensive Care-IV were used as a modeling cohort occurrence AKI by combining Support Vector Machine, Random Forest, Neural Network, Extreme Gradient Boost four first-level learners via...
Rheumatic heart disease (RHD) accounts for a large proportion of Intensive Care Unit (ICU) deaths. Early prediction RHD can help with timely and appropriate treatment to improve survival outcomes, the XGBoost machine learning technology be used identify predictive factors; however, its use has been limited in past. We compared performance logistic regression predicting hospital mortality among patients from Medical Information Mart IV (MIMIC-IV) database.The MIMIC-IV database were divided...
Objective To explore the correlations of high-density lipoprotein cholesterol (HDL-C)/low-density (LDL-C) with myocardial infarction (MI), all-cause mortality, haemorrhagic stroke and ischaemic stroke, as well joint association genetic susceptibility HDL-C/LDL-C MI risk. Methods results This study selected 384 093 participants from UK Biobank (UKB) database. First, restricted cubic splines indicated non-linear associations MI, mortality. Second, a Cox proportional-hazards model that compared...
Background Hypertension is a significant chronic disease that has been linked with bone mineral density (BMD) in various studies. However, the conclusions are contradictory. The purpose of our study was to identify postmenopausal females and males older than 50 years hypertension. Methods This cross-sectional 4,306 participants from 2005–2010 US National Health Nutrition Examination Survey explored relationship between BMD Participants who had mean systolic blood pressure (SBP) ≥140 mmHg, or...
Designing active and cost‐effective catalysts for acidic oxygen evolution reaction (OER) is critically important optimizing proton exchange membrane water electrolyzers used in hydrogen production. In this study, we introduce a straightforward rapid method to synthesize quinary high‐entropy ruthenium‐based alloy (RuMnFeMoCo) OER. This iridium‐free catalyst demonstrates low overpotential of 170 mV exceptional stability, enduring 1000‐hour durability test at 10 mA cm‐2 0.5 M H2SO4....
Designing active and cost‐effective catalysts for acidic oxygen evolution reaction (OER) is critically important optimizing proton exchange membrane water electrolyzers used in hydrogen production. In this study, we introduce a straightforward rapid method to synthesize quinary high‐entropy ruthenium‐based alloy (RuMnFeMoCo) OER. This iridium‐free catalyst demonstrates low overpotential of 170 mV exceptional stability, enduring 1000‐hour durability test at 10 mA cm‐2 0.5 M H2SO4....
Abstract Background The association between body mass index (BMI) and Alzheimer's disease (AD) remains controversial. Genetic environmental factors are now considered contributors to AD risk. However, little is known about the potential interaction genetic risk BMI on Objective To study causal relationship AD, Methods Results Using UK Biobank database, 475,813 participants were selected for an average follow-up time of more than 10 years. Main findings: 1) there was a nonlinear in aged 60...
Sepsis still threatens the lives of more than 300 million patients annually and elderly with sepsis usually have a complicated condition worse prognosis. Existing studies shown that both Hematocrit (HCT) albumin (ALB) can be used as potential predictors sepsis, their difference HCT-ALB has significant capacity to diagnose infectious diseases. Currently, there is no relevant research on relationship between prognosis patients. Therefore, this study aims explore association mortality in sepsis.
Numerous studies have investigated the mean arterial pressure in patients with sepsis, and many meaningful results been obtained. However, few measured systolic blood (SBP) multiple times established trajectory models for sepsis different SBP trajectories.Data from were extracted Medical Information Mart Intensive Care-III database inclusion a retrospective cohort study. Ten values within 10 h after hospitalization extracted, interval between each value was 1 h. The ten admission analyzed...
We studied the first 202 patients with rheumatic mitral stenosis (MS) who underwent percutaneous balloon valvuloplasty (PBMV) Inoue catheter for a follow-up (FU) period of 5-11 years. Pre- and post-PBMV at FU, mean left atrial pressure was 21.3+/-7.4, 10.2+/-5.6, 11.2+/-4.1 mm Hg; diastolic gradient 18.4+/-7.3, 2.9+/-3.2, 5.1+/-4.3 valve area 1.0+/-0.3, 2.1+/-0.6, 1.7+/-0.5 cm2. Functional status improved from New York Heart Association (NYHA) class IV in 3, III 119, II 80 pre-PBMV to I 163,...