AIMC Topic: Demography
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Application of Neural Networks for classification of Patau, Edwards, Down, Turner and Klinefelter Syndrome based on first trimester maternal serum screening data, ultrasonographic findings and patient demographics.
BMC medical genomics
Feb 13, 2018
BACKGROUND: The usage of Artificial Neural Networks (ANNs) for genome-enabled classifications and establishing genome-phenotype correlations have been investigated more extensively over the past few years. The reason for this is that ANNs are good ap...
Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States.
Proceedings of the National Academy of Sciences of the United States of America
Nov 28, 2017
The United States spends more than $250 million each year on the American Community Survey (ACS), a labor-intensive door-to-door study that measures statistics relating to race, gender, education, occupation, unemployment, and other demographic facto...
Older adults' acceptance of a robot for partner dance-based exercise.
PloS one
Oct 18, 2017
Partner dance has been shown to be beneficial for the health of older adults. Robots could potentially facilitate healthy aging by engaging older adults in partner dance-based exercise. However, partner dance involves physical contact between the dan...
ArmAssist Robotic System versus Matched Conventional Therapy for Poststroke Upper Limb Rehabilitation: A Randomized Clinical Trial.
BioMed research international
Jan 31, 2017
The ArmAssist is a simple low-cost robotic system for upper limb motor training that combines known benefits of repetitive task-oriented training, greater intensity of practice, and less dependence on therapist assistance. The aim of this preliminary...
Prescription of Guideline-Recommended Implantable Cardioverter Defibrillator and Cardiac Resynchronization Therapy Among Patients Hospitalized With Heart Failure and Varying Degrees of Renal Function.
The American journal of cardiology
Dec 18, 2016
Implantable cardioverter defibrillators (ICD) and cardiac resynchronization therapy (CRT) reduce mortality in many patients with heart failure (HF), but the current use and effectiveness of ICD/CRT in patients with chronic kidney disease (CKD) are un...
Comparison of inflammatory responses following robotic and open colorectal surgery: a prospective study.
International journal of colorectal disease
Nov 4, 2016
PURPOSE: Robotic colorectal surgery continues to rise in popularity, but there remains little evidence on the stress response following the procedure. The aim of this study was to evaluate the inflammatory response to robotic colorectal surgery and c...
Urogenital function in robotic vs laparoscopic rectal cancer surgery: a comparative study.
International journal of colorectal disease
Oct 21, 2016
PURPOSE: Urological and sexual dysfunction are recognised risks of rectal cancer surgery; however, there is limited evidence regarding urogenital function comparing robotic to laparoscopic techniques. The aim of this study was to assess the urogenita...
Combined robotic transanal total mesorectal excision (R-taTME) and single-site plus one-port (R-SSPO) technique for ultra-low rectal surgery-initial experience with a new operation approach.
International journal of colorectal disease
Oct 15, 2016
OBJECTIVE: Robot-assisted rectal surgery is gaining popularity, and robotic single-site surgery is also being explored clinically. We report our initial experience with robotic transanal total mesorectal excision (R-taTME) and radical proctectomy usi...
Prediction of Incident Diabetes in the Jackson Heart Study Using High-Dimensional Machine Learning.
PloS one
Oct 11, 2016
Statistical models to predict incident diabetes are often based on limited variables. Here we pursued two main goals: 1) investigate the relative performance of a machine learning method such as Random Forests (RF) for detecting incident diabetes in ...
Triglycerides
Female
Aged
Black or African American
Adult
Demography
Waist Circumference
Models, Theoretical
Humans
Male
Cholesterol, HDL
Follow-Up Studies
Middle Aged
Machine Learning
C-Reactive Protein
Anthropometry
Blood Glucose
Biomarkers
Glycated Hemoglobin
Adiponectin
Incidence
Leptin
Diabetes Mellitus, Type 2
The ontology of medically related social entities: recent developments.
Journal of biomedical semantics
Jul 12, 2016
BACKGROUND: The Ontology of Medically Related Social Entities (OMRSE) was initially developed in 2011 to provide a framework for modeling demographic data in Resource Description Framework/Web Ontology Language. It is built upon the Basic Formal Onto...
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