AIMC Topic: Age Factors
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An Interpretable Machine Learning Model for Accurate Prediction of Sepsis in the ICU.
Critical care medicine
Apr 1, 2018
OBJECTIVES: Sepsis is among the leading causes of morbidity, mortality, and cost overruns in critically ill patients. Early intervention with antibiotics improves survival in septic patients. However, no clinically validated system exists for real-ti...
Middle Aged
Comorbidity
Severity of Illness Index
Sepsis
Time Factors
Hospital Mortality
Intensive Care Units
Electronic Health Records
Female
Aged
Male
Heart Rate
Sex Factors
Academic Medical Centers
Time-to-Treatment
Organ Dysfunction Scores
Vital Signs
ROC Curve
Decision Support Systems, Clinical
Socioeconomic Factors
Electrocardiography
Age Factors
Blood Pressure
Humans
Machine Learning
Critical Illness
The Effects of Mouth Opening and Throat Pack Placement on Uncuffed Nasal Endotracheal Tube Leakage and Delivered Tidal Volumes in Mechanically Ventilated Pediatric Patients Undergoing Dental Procedures.
Anesthesia progress
Jan 1, 2018
Intubation for pediatric patients is frequently performed with an uncuffed endotracheal tube (ETT), which may result in an incomplete tracheal seal, resulting in gas leakage (leak). The purpose of this study was to assess the effect of (1) mouth open...
Head Motion and Head Gesture-Based Robot Control: A Usability Study.
IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
Jan 1, 2018
The assistive robot system adaptive head motion control for user-friendly support (AMiCUS) has been developed to increase the autonomy of motion impaired people. The six degrees of freedom robot arm with gripper is controlled with head motion and hea...
NT-proBNP test with improved accuracy for the diagnosis of chronic heart failure.
Medicine
Dec 1, 2017
The circulating concentration of N-terminal pro-brain natriuretic peptide (NT-proBNP) has been shown to be a diagnostic tool for the detection of heart failure. Several factors influence NT-proBNP levels including age, sex, and body mass index (BMI)....
Severity of Illness Index
China
ROC Curve
Age Factors
Chronic Disease
Area Under Curve
Aged, 80 and over
Sensitivity and Specificity
Male
Middle Aged
Risk Assessment
Echocardiography, Doppler
Peptide Fragments
Heart Failure
Sex Factors
Diagnostic Tests, Routine
Natriuretic Peptide, Brain
Humans
Databases, Factual
Biomarkers
Retrospective Studies
Female
Aged
The dose-response association between estimated glomerular filtration rate and prognosis of patients with ST-segment elevation myocardial infarction from rural areas of China's Liaoning province.
Medicine
Dec 1, 2017
We aimed to investigate the dose-response associations between chronic kidney disease (CKD), and short and long-term cardiovascular outcomes, to characterize these associations by drawing dose-response curves based on a Chinese rural ST-segment eleva...
Rural Population
Renal Insufficiency, Chronic
Glomerular Filtration Rate
Age Factors
ST Elevation Myocardial Infarction
Hyperlipidemias
Drosophila Proteins
Proportional Hazards Models
Comorbidity
Severity of Illness Index
China
Hospital Mortality
Logistic Models
Membrane Proteins
Aged, 80 and over
Adult
Male
Cardiovascular Diseases
Middle Aged
Humans
Biomarkers
Prognosis
Female
Aged
Risk Factors for Elevated Preoperative Alkaline Phosphatase in Patients with Refractory Secondary Hyperparathyroidism.
The American surgeon
Dec 1, 2017
Elevated preoperative levels of alkaline phosphatase (ALP) in patients with refractory secondary hyperparathyroidism are correlated with postoperative hypocalcemia and mortality. The aim of this study was to identify the predictors of preoperative AL...
Linear growth model analysis of factors affecting boar semen characteristics in Southern China.
Journal of animal science
Dec 1, 2017
This study investigated the factors affecting the semen traits of boars in Southern China. A total of 172,408 ejaculates of boars from 9 AI centers were collected from January 2013 to May 2016. A linear growth model was used to analyze the effects of...
Selection and Short-Term Outcomes of Living Kidney Donors in Singapore - An Analysis of the Donor Care Registry.
Annals of the Academy of Medicine, Singapore
Nov 1, 2017
INTRODUCTION: Transplant rates in Singapore have been falling and there is limited information on baseline characteristics and clinical outcomes of living kidney donors nationally. This study aimed to determine the safety of living kidney donor trans...
[The application of artificial neural network on the assessment of lexical tone production of pediatric cochlear implant users].
Zhonghua er bi yan hou tou jing wai ke za zhi = Chinese journal of otorhinolaryngology head and neck surgery
Aug 7, 2017
The present study was carried out to explore the tone production ability of the Mandarin-speaking children with cochlear implants (CI) by using an artificial neural network model and to examine the potential contributing factors underlining their to...
Pixel-Level Deep Segmentation: Artificial Intelligence Quantifies Muscle on Computed Tomography for Body Morphometric Analysis.
Journal of digital imaging
Aug 1, 2017
Pretreatment risk stratification is key for personalized medicine. While many physicians rely on an "eyeball test" to assess whether patients will tolerate major surgery or chemotherapy, "eyeballing" is inherently subjective and difficult to quantify...
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