AIMC Topic: Multivariate Analysis

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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...
Humans Kidney Failure, Chronic Nephrectomy Kidney Transplantation Singapore Postoperative Complications Renal Insufficiency, Chronic Registries Mortality Glomerular Filtration Rate Proportional Hazards Models Lost to Follow-Up Follow-Up Studies Multivariate Analysis Age Factors Living Donors
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Reducing Circumduction and Hip Hiking During Hemiparetic Walking Through Targeted Assistance of the Paretic Limb Using a Soft Robotic Exosuit.

American journal of physical medicine & rehabilitation Oct 1, 2017
OBJECTIVE: The aim of the study was to evaluate the effects on common poststroke gait compensations of a soft wearable robot (exosuit) designed to assist the paretic limb during hemiparetic walking.
Movement Paresis Hip Knee Adult Robotics Stroke Rehabilitation Humans Biomechanical Phenomena Stroke Walk Test Female Male Walking Aged Middle Aged Exercise Therapy Multivariate Analysis Treatment Outcome Regression Analysis
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Distribution of the deep-sea genus Bathypterois (Pisces: Ipnopidae) in the Eastern Central Pacific.

Revista de biologia tropical Mar 1, 2017
The genus Bathypterois (tripod fish) comprises 19 species of deep-sea fishes distributed worldwide. The biology and distribution of the species of this genus are relatively poorly known throughout the Eastern Central Pacific (ECP). This work aims to ...
Acclimatization Temperature Oxygen Animals Animal Distribution Fishes Ecosystem Pacific Ocean Mexico Seawater Population Dynamics Multivariate Analysis Species Specificity
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Decoding of visual activity patterns from fMRI responses using multivariate pattern analyses and convolutional neural network.

Journal of integrative neuroscience Jan 1, 2017
Decoding of human brain activity has always been a primary goal in neuroscience especially with functional magnetic resonance imaging (fMRI) data. In recent years, Convolutional neural network (CNN) has become a popular method for the extraction of f...
Humans Neural Networks, Computer Brain Female Male Neuropsychological Tests Support Vector Machine Photic Stimulation Magnetic Resonance Imaging Brain Mapping Visual Acuity Linear Models Multivariate Analysis
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P569Diastolic dyssynchrony is associated with exercise intolerance in hypertensive patients with left ventricular hypertrophy.

European heart journal. Cardiovascular Imaging Dec 1, 2016
BACKGROUND: Left ventricular hypertrophy (LVH) is associated with intra-ventricular dyssynchrony at systolic phase during exercise in hypertensive patients. However, dypsnea on exertion is much more correlated with diastolic phase. We investigated wh...
Risk Assessment Case-Control Studies Time Factors Hypertension Age Factors Exercise Test Exercise Tolerance Sex Factors Ventricular Dysfunction, Left Multivariate Analysis Analysis of Variance Humans Female Prognosis Hypertrophy, Left Ventricular Aged Adult Heart Failure, Diastolic Male Middle Aged
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Serum Amyloid P-component Level May be a Biomarker for Lung Toxicities and Overall Survival after Thoracic Radiotherapy for Non-small Cell Lung Cancer.

Clinical laboratory Nov 1, 2016
BACKGROUND: Serum amyloid P-component (SAP) contributes to the clearance of apoptotic cells. As one of the main acute-phase reactants, SAP regulates key aspects of inflammation and sets a threshold for immune cell activation. This study aimed to inve...
Predictive Value of Tests Pulmonary Fibrosis Time Factors Proportional Hazards Models Radiation Pneumonitis Lung Neoplasms Humans Enzyme-Linked Immunosorbent Assay Risk Factors Treatment Outcome Biomarkers, Tumor Serum Amyloid P-Component Carcinoma, Non-Small-Cell Lung Multivariate Analysis Kaplan-Meier Estimate
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[Prevalence of potential drug-drug interactions involving antiretroviral drugs in Buenos Aires, Argentina].

Revista chilena de infectologia : organo oficial de la Sociedad Chilena de Infectologia Oct 1, 2016
INTRODUCTION: Antiretroviral agents (ARVs) have a high potential for drug interactions. However, the prevalence and risk factors for clinically significant drug-drug interactions (CSDDIs) with ARVs from Latin American countries is unknown.
HIV-1 Argentina Multivariate Analysis Humans Female Prevalence HIV Infections Risk Factors Treatment Outcome Adult Drug Interactions Cross-Sectional Studies Anti-Retroviral Agents Male Drug-Related Side Effects and Adverse Reactions Middle Aged
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Natural Language Processing to Assess Documentation of Features of Critical Illness in Discharge Documents of Acute Respiratory Distress Syndrome Survivors.

Annals of the American Thoracic Society Sep 1, 2016
RATIONALE: Transitions to outpatient care are crucial after critical illness, but the documentation practices in discharge documents after critical illness are unknown.
Female Aged Male Middle Aged Respiration, Artificial Length of Stay Humans Critical Illness Intensive Care Units Documentation Medical Informatics Multivariate Analysis United States Survivors Respiratory Distress Syndrome Transitional Care Regression Analysis Natural Language Processing Patient Discharge
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Statistical-learning strategies generate only modestly performing predictive models for urinary symptoms following external beam radiotherapy of the prostate: A comparison of conventional and machine-learning methods.

Medical physics May 1, 2016
PURPOSE: Given the paucity of available data concerning radiotherapy-induced urinary toxicity, it is important to ensure derivation of the most robust models with superior predictive performance. This work explores multiple statistical-learning strat...
Area Under Curve Prostatic Neoplasms Prostate Models, Biological Multivariate Analysis Comorbidity Severity of Illness Index ROC Curve Logistic Models Follow-Up Studies Urination Disorders Radiotherapy Humans Neural Networks, Computer Machine Learning Prognosis Aged Aged, 80 and over Male Middle Aged
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The effects of sternal and intravenous vasopressin administration on pharmacokinetics.

American journal of disaster medicine Jan 1, 2016
OBJECTIVE: Purposes of this study were to compare intravenous (IV) and sternal intraosseous (SIO) administration of vasopressin relative to concentration maximum (Cmax), time to maximum concentration (Tmax), and mean concentration in a cardiac arrest...
Infusions, Intraosseous Sternum Vasopressins Random Allocation Multivariate Analysis Prospective Studies Disease Models, Animal Sus scrofa Animals Infusions, Intravenous Male Cardiopulmonary Resuscitation Chromatography, High Pressure Liquid Swine Heart Arrest Tandem Mass Spectrometry Vasoconstrictor Agents
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