AIMC Topic: Middle Aged

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Usual Interstitial Pneumonia Can Be Detected in Transbronchial Biopsies Using Machine Learning.

Annals of the American Thoracic Society Nov 1, 2017
RATIONALE: Usual interstitial pneumonia (UIP) is the histopathologic hallmark of idiopathic pulmonary fibrosis. Although UIP can be detected by high-resolution computed tomography of the chest, the results are frequently inconclusive, and pathology f...
Logistic Models Sequence Analysis, RNA Idiopathic Pulmonary Fibrosis Diagnosis, Differential Gene Expression Middle Aged Lung Adolescent Cohort Studies ROC Curve Biopsy Humans Machine Learning Tomography, X-Ray Computed Female Aged Aged, 80 and over Young Adult Adult Sensitivity and Specificity Male
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Calibration drift in regression and machine learning models for acute kidney injury.

Journal of the American Medical Informatics Association : JAMIA Nov 1, 2017
OBJECTIVE: Predictive analytics create opportunities to incorporate personalized risk estimates into clinical decision support. Models must be well calibrated to support decision-making, yet calibration deteriorates over time. This study explored the...
Clinical Decision-Making Female Aged Male Middle Aged Logistic Models Humans Machine Learning Decision Support Techniques Acute Kidney Injury United States Bayes Theorem Hospitals, Veterans
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A Machine Learning-based Surface Electromyography Topography Evaluation for Prognostic Prediction of Functional Restoration Rehabilitation in Chronic Low Back Pain.

Spine Nov 1, 2017
STUDY DESIGN: A retrospective study.
Middle Aged Support Vector Machine Recovery of Function Electromyography Low Back Pain Prognosis Physical Therapy Modalities Retrospective Studies Humans Female Adult Machine Learning Male Chronic Pain
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Neural networks as a tool to predict syncope risk in the Emergency Department.

Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology Nov 1, 2017
AIMS: There is no universally accepted tool for the risk stratification of syncope patients in the Emergency Department. The aim of this study was to investigate the short-term predictive accuracy of an artificial neural network (ANN) in stratifying ...
Aged Aged, 80 and over Adult Male Middle Aged Prognosis Neural Networks, Computer Clinical Decision-Making Decision Support Techniques Female Databases, Factual Reproducibility of Results Humans Risk Factors Triage Area Under Curve Risk Assessment Emergency Service, Hospital Italy Time Factors Syncope ROC Curve Cardiology Service, Hospital Electrocardiography Predictive Value of Tests
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[The autologous bundled multi-segment rib graft reconstruction for bone defects after thoracic spinal tuberculosis debridement].

Zhongguo xiu fu chong jian wai ke za zhi = Zhongguo xiufu chongjian waike zazhi = Chinese journal of reparative and reconstructive surgery Oct 15, 2017
OBJECTIVE: To investigate the effectiveness of bundled multi-segment autologous rib graft reconstruction for bone defects after thoracic spinal tuberculosis debridement.
Spinal Fusion Lumbar Vertebrae Male Debridement Humans Middle Aged Bone Transplantation Thoracic Vertebrae Ribs Tuberculosis, Spinal Treatment Outcome Female Fracture Fixation, Internal Young Adult Adult
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[Three-axis displacement classification of pelvic fracture and its reduction principles].

Zhongguo xiu fu chong jian wai ke za zhi = Zhongguo xiufu chongjian waike zazhi = Chinese journal of reparative and reconstructive surgery Oct 15, 2017
OBJECTIVE: Based on images of pelvic CT three-dimensional reconstruction, to establish three-dimensional coordinate system of pelvis and investigate the three-axis displacement classification of pelvic fracture and its reduction principles.
Pelvic Bones Fractures, Bone Fracture Fixation, Internal Bone Screws Male Humans Bone Plates Middle Aged Female Adolescent Aged Child Young Adult Treatment Outcome Adult
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[Perfusion-Metabolic Myocardial Scintigraphy in Prognosis of Left Ventricular Remodeling After Complex Surgical Treatment of Ischemic Cardiomyopathy].

Kardiologiia Oct 1, 2017
PURPOSE: To study capabilities of perfusion-metabolic myocardial scintigraphy for prediction of the left ventricular (LV) reverse remodeling after comprehensive surgical treatment of ischemic cardiomyopathy (ICMP).
Humans Prognosis Stroke Volume Middle Aged Treatment Outcome Cardiomyopathies Myocardial Perfusion Imaging Ventricular Remodeling Ventricular Dysfunction, Left Myocardial Ischemia
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Arterial stiffness and 25-hydroxyvitamin D levels in chronic kidney disease patients.

Revista da Associacao Medica Brasileira (1992) Oct 1, 2017
OBJECTIVE: Arterial stiffness refers to arterial wall rigidity, particularly developing in central vessels. Arterial stiffness increases in early stage chronic kidney disease (CKD), and it is a strong predictor of cardiovascular and all cause mortali...
Turkey Sex Factors Radioimmunoassay Reference Standards Statistics, Nonparametric Vitamin D Deficiency Blood Pressure Vascular Stiffness Middle Aged Humans Pulse Wave Analysis Prevalence Female Reference Values Time Factors Renal Insufficiency, Chronic Aged Cross-Sectional Studies Glomerular Filtration Rate Male Vitamin D
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Recovery of Proprioception in the Upper Extremity by Robotic Mirror Therapy: a Clinical Pilot Study for Proof of Concept.

Journal of Korean medical science Oct 1, 2017
A novel robotic mirror therapy system was recently developed to provide proprioceptive stimulus to the hemiplegic arm during a mirror therapy. Validation of the robotic mirror therapy system was performed to confirm its synchronicity prior to the cli...
Humans Stroke Rehabilitation Proprioception Cerebral Arterial Diseases Brain Magnetic Resonance Imaging Male Recovery of Function Middle Aged Robotics Pilot Projects Exoskeleton Device Treatment Outcome Upper Extremity
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Robot-Assisted Training of Arm and Hand Movement Shows Functional Improvements for Incomplete Cervical Spinal Cord Injury.

American journal of physical medicine & rehabilitation Oct 1, 2017
OBJECTIVE: The aim of the study was to demonstrate the feasibility, tolerability, and effectiveness of robotic-assisted arm training in incomplete chronic tetraplegia.
Spinal Cord Injuries Movement Physical Therapy Modalities Neck Injuries Pinch Strength Humans Robotics Female Cervical Vertebrae Pilot Projects Hand Treatment Outcome Feasibility Studies Recovery of Function Arm Adult Male Middle Aged
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