AIMC Topic: Prevalence
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Vitamin D deficiency among children aged 10-18 years in Sri Lanka.
The Ceylon medical journal
Dec 31, 2019
BACKGROUND: Vitamin D deficiency (VDD) and insufficiency (VDI) are public health problems in many countries, and limited data is available on the prevalence of VDD/VDI in Sri Lanka.
Relevant Features in Nonalcoholic Steatohepatitis Determined Using Machine Learning for Feature Selection.
Metabolic syndrome and related disorders
Nov 1, 2019
We investigated the prevalence and the most relevant features of nonalcoholic steatohepatitis (NASH), a stage of nonalcoholic fatty liver disease, (NAFLD) in which the inflammation of hepatocytes can lead to increased cardiovascular risk, liver fibr...
Female
Aged
Adult
Sensitivity and Specificity
Cross-Sectional Studies
Humans
Machine Learning
Algorithms
Prognosis
Retrospective Studies
Diabetes Mellitus, Type 2
Liver Cirrhosis
Hypertension
Metabolic Syndrome
Decision Making
Non-alcoholic Fatty Liver Disease
Male
Middle Aged
Disease Progression
Prevalence
Severity of Illness Index
Machine Learning-Based Computational Models Derived From Large-Scale Radiographic-Radiomic Images Can Help Predict Adverse Histopathological Status of Gastric Cancer.
Clinical and translational gastroenterology
Oct 1, 2019
INTRODUCTION: Adverse histopathological status (AHS) decreases outcomes of gastric cancer (GC). With the lack of a single factor with great reliability to preoperatively predict AHS, we developed a computational approach by integrating large-scale im...
Humans
Machine Learning
Computer Simulation
Stomach Neoplasms
Follow-Up Studies
Male
Prognosis
Contrast Media
Middle Aged
Retrospective Studies
Neoplasm Invasiveness
Prevalence
Gastrectomy
Tomography, X-Ray Computed
Neoplasm Staging
Image Processing, Computer-Assisted
Female
Disease-Free Survival
Neoplasm Recurrence, Local
Reproducibility of Results
Preoperative Period
Kaplan-Meier Estimate
Stomach
Using Machine Learning and Natural Language Processing to Review and Classify the Medical Literature on Cancer Susceptibility Genes.
JCO clinical cancer informatics
Sep 1, 2019
PURPOSE: The medical literature relevant to germline genetics is growing exponentially. Clinicians need tools that help to monitor and prioritize the literature to understand the clinical implications of pathogenic genetic variants. We developed and ...
Development and Validation of a Deep-Learning Model to Screen for Hyperkalemia From the Electrocardiogram.
JAMA cardiology
May 1, 2019
IMPORTANCE: For patients with chronic kidney disease (CKD), hyperkalemia is common, associated with fatal arrhythmias, and often asymptomatic, while guideline-directed monitoring of serum potassium is underused. A deep-learning model that enables non...
A Cancer Paradox: Machine-Learning Backed Propensity-Score Analysis of Coronary Angiography Findings in Cardio-Oncology.
The Journal of invasive cardiology
Jan 1, 2019
OBJECTIVES: Cancer has been proposed as a cardiovascular risk factor. We aimed to assess the cardiovascular risk profile and coronary angiography (CA) findings of cancer patients and compare them to those of patients without cancer.
Texas
Cancer Care Facilities
Reference Values
Sex Factors
Academic Medical Centers
Multivariate Analysis
Propensity Score
Aged
Aged, 80 and over
Male
Risk Assessment
Neoplasms
Age Factors
Coronary Angiography
Coronary Artery Disease
Prevalence
Case-Control Studies
Logistic Models
Humans
Machine Learning
Retrospective Studies
Female
Hemodynamic Instability and Cardiovascular Events After Traumatic Brain Injury Predict Outcome After Artifact Removal With Deep Belief Network Analysis.
Journal of neurosurgical anesthesiology
Oct 1, 2018
BACKGROUND: Hemodynamic instability and cardiovascular events heavily affect the prognosis of traumatic brain injury. Physiological signals are monitored to detect these events. However, the signals are often riddled with faulty readings, which jeopa...
Research digest: progress in microvascular complications.
The lancet. Diabetes & endocrinology
Feb 1, 2018
Prevalence of latent Mycobacterium tuberculosis infection in renal transplant recipients.
Jornal brasileiro de pneumologia : publicacao oficial da Sociedade Brasileira de Pneumologia e Tisilogia
Jan 1, 2018
OBJECTIVE: To estimate the prevalence of latent Mycobacterium tuberculosis infection (LTBI) in renal transplant recipients and to assess sociodemographic, behavioral, and clinical associations with positive tuberculin skin test (TST) results.
Learning to think like Machines.
Indian heart journal
Jan 1, 2018
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