AIMC Topic: Aged, 80 and over

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Voxel-Based Diagnosis of Alzheimer's Disease Using Classifier Ensembles.

IEEE journal of biomedical and health informatics Mar 4, 2016
Functional magnetic resonance imaging (fMRI) is one of the most promising noninvasive techniques for early Alzheimer's disease (AD) diagnosis. In this paper, we explore the application of different machine learning techniques to the classification of...
Aged, 80 and over Male Image Interpretation, Computer-Assisted Middle Aged Humans Neuroimaging Magnetic Resonance Imaging Algorithms Supervised Machine Learning Brain Alzheimer Disease Female Aged
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PCA-based polling strategy in machine learning framework for coronary artery disease risk assessment in intravascular ultrasound: A link between carotid and coronary grayscale plaque morphology.

Computer methods and programs in biomedicine Mar 2, 2016
BACKGROUND AND OBJECTIVE: Percutaneous coronary interventional procedures need advance planning prior to stenting or an endarterectomy. Cardiologists use intravascular ultrasound (IVUS) for screening, risk assessment and stratification of coronary ar...
Female Reproducibility of Results Aged Aged, 80 and over Adult Male Principal Component Analysis Humans Coronary Artery Disease Machine Learning Coronary Vessels Algorithms Carotid Intima-Media Thickness Retrospective Studies Carotid Arteries Middle Aged Plaque, Atherosclerotic Risk Assessment Computer-Aided Design Ultrasonography Computational Biology Support Vector Machine
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HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework.

NeuroImage Feb 23, 2016
Multivariate pattern analysis techniques have been increasingly used over the past decade to derive highly sensitive and specific biomarkers of diseases on an individual basis. The driving assumption behind the vast majority of the existing methodolo...
Humans Brain Female Aged Aged, 80 and over Magnetic Resonance Imaging Male Cluster Analysis Support Vector Machine Alzheimer Disease Pattern Recognition, Automated Atrophy
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Evaluation of Underlying Lymphocytic Thyroiditis With Histogram Analysis Using Grayscale Ultrasound Images.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine Feb 17, 2016
OBJECTIVES: The purpose of this study was to evaluate diagnostic performance of histogram analysis using grayscale ultrasound (US) images in the diagnosis of lymphocytic thyroiditis.
Sensitivity and Specificity Male Middle Aged Adolescent Ultrasonography Data Interpretation, Statistical Image Interpretation, Computer-Assisted Observer Variation Image Enhancement Thyroiditis, Autoimmune Female Reproducibility of Results Aged Aged, 80 and over Humans Young Adult Machine Learning Adult Algorithms
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Prediction of In-hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data-Driven, Machine Learning Approach.

Academic emergency medicine : official journal of the Society for Academic Emergency Medicine Feb 13, 2016
OBJECTIVES: Predictive analytics in emergency care has mostly been limited to the use of clinical decision rules (CDRs) in the form of simple heuristics and scoring systems. In the development of CDRs, limitations in analytic methods and concerns wit...
Trauma Centers Aged Aged, 80 and over Adult Male Middle Aged Humans Machine Learning Retrospective Studies Sepsis Electronic Health Records Hospital Mortality Female ROC Curve Hospitalization Decision Support Systems, Clinical Logistic Models Emergency Service, Hospital
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Compensating Hand Function in Chronic Stroke Patients Through the Robotic Sixth Finger.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Feb 12, 2016
A novel solution to compensate hand grasping abilities is proposed for chronic stroke patients. The goal is to provide the patients with a wearable robotic extra-finger that can be worn on the paretic forearm by means of an elastic band. The proposed...
Exoskeleton Device Stroke Rehabilitation Treatment Outcome Hand Strength Robotics Equipment Design Hand Stroke Artificial Limbs Feasibility Studies Fingers Task Performance and Analysis Humans Equipment Failure Analysis Female Paresis Aged Aged, 80 and over Male Middle Aged
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Fusing Data Mining, Machine Learning and Traditional Statistics to Detect Biomarkers Associated with Depression.

PloS one Feb 5, 2016
BACKGROUND: Atheoretical large-scale data mining techniques using machine learning algorithms have promise in the analysis of large epidemiological datasets. This study illustrates the use of a hybrid methodology for variable selection that took acco...
Nutrition Surveys Data Mining Humans Erythrocyte Indices Machine Learning Biomarkers Male Bilirubin Algorithms Female Multivariate Analysis Middle Aged Aged Depressive Disorder Adolescent Aged, 80 and over Blood Glucose Young Adult Logistic Models Adult
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Rapid identification of slow healing wounds.

Wound repair and regeneration : official publication of the Wound Healing Society [and] the European Tissue Repair Society Feb 4, 2016
Chronic nonhealing wounds have a prevalence of 2% in the United States, and cost an estimated $50 billion annually. Accurate stratification of wounds for risk of slow healing may help guide treatment and referral decisions. We have applied modern mac...
Disease Management Early Diagnosis Wounds and Injuries Early Medical Intervention Child, Preschool Child Logistic Models Models, Theoretical Wound Healing Chronic Disease Middle Aged Risk Assessment Infant Adolescent Time Factors Reproducibility of Results Humans Aged Machine Learning Aged, 80 and over Prognosis Young Adult Retrospective Studies Adult Female Male Infant, Newborn
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Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition.

IEEE transactions on medical imaging Feb 3, 2016
In general image recognition problems, discriminative information often lies in local image patches. For example, most human identity information exists in the image patches containing human faces. The same situation stays in medical images as well. ...
Adult Middle Aged Infant Adolescent Child, Preschool Child Neural Networks, Computer Tomography, X-Ray Computed Aged Aged, 80 and over Young Adult Image Interpretation, Computer-Assisted Face Extremities Torso Humans
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Totally robotic rectal resection: an experience of the first 100 consecutive cases.

International journal of colorectal disease Feb 1, 2016
INTRODUCTION: Robotic surgery provides an alternative option for a minimal access approach. It provides a stable platform with high definition three-dimensional views and improved access, which enhances the capabilities for precise dissection in a na...
Aged Aged, 80 and over Adult Male Middle Aged Treatment Outcome Humans Female Postoperative Care Robotics Neoplasm Staging Rectal Neoplasms Demography
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