A5103235046- Machine Learning in Healthcare
- Sepsis Diagnosis and Treatment
- Cardiac Arrest and Resuscitation
- Healthcare Technology and Patient Monitoring
- Traffic and Road Safety
- Cardiac electrophysiology and arrhythmias
- Heart Rate Variability and Autonomic Control
- Safety Warnings and Signage
- Ultrasound and Hyperthermia Applications
- Cardiovascular Function and Risk Factors
- Biomedical and Engineering Education
- Traumatic Brain Injury and Neurovascular Disturbances
- Ovarian cancer diagnosis and treatment
- Hemodynamic Monitoring and Therapy
- Engineering Education and Curriculum Development
- Education and Work Dynamics
- Cancer-related molecular mechanisms research
- Occupational Health and Safety Research
- Non-Invasive Vital Sign Monitoring
- FOXO transcription factor regulation
- Heme Oxygenase-1 and Carbon Monoxide
- Inflammasome and immune disorders
- Traumatic Brain Injury Research
- Congenital Diaphragmatic Hernia Studies
- Advanced Glycation End Products research
Xuzhou Medical College
2025
Children's Hospital of Philadelphia
2021-2025
Northeast Forestry University
2021-2022
Qingdao University
2021
Qingdao Municipal Hospital
2021
We aimed to develop a data-driven machine learning model for predicting critical deterioration events from routinely collected EHR data in hospitalized children.This retrospective cohort study included all pediatric inpatients on medical or surgical ward between 2014-2018 at quaternary children's hospital.We developed large approach and evaluated three models predict events. the using nested, stratified 10-fold cross-validation. The evaluation metrics C-statistic, sensitivity, positive...
BACKGROUND:The aim of the present work was to evaluate FOXA2 expression in ovarian cancer and use integrated bioinformatics analysis correlate it with patient prognosis. MATERIAL AND METHODS:FOXA2 evaluated multiple cancers The Cancer Genome Atlas database. A protein–protein interaction (PPI) network relevant constructed using Search Tool for Retrieval Interacting Genes/Proteins (STRIN). Gene Ontology Kyoto Encyclopedia Genes Genomes pathway enrichment analyses were performed genes....
Abstract Objective. Amplitude Spectrum Area (AMSA) of the electrocardiogram (ECG) waveform during ventricular fibrillation (VF) has shown promise as a predictor defibrillation success cardiopulmonary resuscitation (CPR). However, AMSA relies on magnitude ECG waveform, raising concerns about reproducibility across different settings that may introduce bias. This study aimed to evaluate normalization approaches and their impact removing bias while preserving predictive value. Approach. were...
To investigate the modulating effect on lipid and gene expressions of CPT I A caused by berberine (Ber) in experimental hyperlipidemia rats.Male SD rats were randomly divided into 5 groups according to blood values: normal group, 300 mg x kg(-1) d(-1) Ber-treated 60 7.2 lovastatin-treated group. Normal group fed with base diet other high fat cholesterol diet. 12 weeks after drugs given TC, TG, LDL-C, HDL-C from rat samples tested automatic biochemistry analyzer. Gene PPARalpha evaluated...
Monitoring physiological waveforms, specifically hemodynamic variables (e.g., blood pressure waveforms) and end-tidal CO2 (EtCO2), during pediatric cardiopulmonary resuscitation (CPR) has been demonstrated to improve survival rates outcomes when compared standard depth-guided CPR. However, waveform guidance largely based on thresholds for single parameters therefore does not leverage all the information contained in multimodal data. We hypothesize that combination of features improves...
A variety of pipelines are distributed under urban roads. The upgrading is bound to occupy certain road resources, compress the driving space motor vehicles for a long time, aggravate traffic congestion in construction section, and then affect operation whole region. reasonable layout signs inducement guide flow area where section located conducive promoting balanced distribution regional network, so as achieve reduction automobile exhaust emissions sustainable development traffic. In this...
Abstract Background Pediatric neurological injury and disease is a critical public health issue due to increasing rates of survival from primary injuries (e.g., cardiac arrest, traumatic brain injury) lack monitoring technologies therapeutics for the treatment secondary injury. Translational, preclinical research facilitates development solutions address this growing but hindered by available data frameworks standards management, processing, analysis multimodal sets. Methods Here, we present...
Since the traditional teaching mode ignores cultivation of students' innovative and entrepreneurial ability, this paper proposes a new “full process, open project driven course modeâ€. This model was piloted in “Experiment Optoelectronic Materials Devicesâ€. With model, students will complete practice group. Through kind practice, have more solid knowledge round management, their interdisciplinary learning application team cooperation ability pressure resistance can be cultivated. is...