AIMC Topic: Middle Aged

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Using a Multi-Task Recurrent Neural Network With Attention Mechanisms to Predict Hospital Mortality of Patients.

IEEE journal of biomedical and health informatics May 13, 2019
Estimating hospital mortality of patients is important in assisting clinicians to make decisions and hospital providers to allocate resources. This paper proposed a multi-task recurrent neural network with attention mechanisms to predict patients' ho...
Male Middle Aged Hospital Mortality Neural Networks, Computer Humans Electronic Health Records Female Aged
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A machine learning-based approach for predicting the outbreak of cardiovascular diseases in patients on dialysis.

Computer methods and programs in biomedicine May 13, 2019
BACKGROUND AND OBJECTIVE: Patients with End- Stage Kidney Disease (ESKD) have a unique cardiovascular risk. This study aims at predicting, with a certain precision, death and cardiovascular diseases in dialysis patients.
Male Cardiovascular Diseases Humans Middle Aged Algorithms Registries Machine Learning Support Vector Machine Models, Statistical Databases, Factual False Positive Reactions Risk Prognosis Bayes Theorem Biomarkers Kidney Failure, Chronic Italy Female Aged Sensitivity and Specificity
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A machine learning approach for predicting urine output after fluid administration.

Computer methods and programs in biomedicine May 13, 2019
BACKGROUND AND OBJECTIVE: To develop a machine learning model to predict urine output (UO) in sepsis patients after fluid resuscitation.
Humans Middle Aged Machine Learning Sepsis Decision Support Systems, Clinical Kidney Function Tests Critical Care Urination Risk Factors Resuscitation Aged Area Under Curve Sensitivity and Specificity Algorithms Fluid Therapy Male Intensive Care Units Electronic Health Records Female
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Surgical skill levels: Classification and analysis using deep neural network model and motion signals.

Computer methods and programs in biomedicine May 13, 2019
BACKGROUND AND OBJECTIVES: Currently, the assessment of surgical skills relies primarily on the observations of expert surgeons. This may be time-consuming, non-scalable, inconsistent and subjective. Therefore, an automated system that can objectivel...
Movement Middle Aged Clinical Competence Young Adult Motion Humans Minimally Invasive Surgical Procedures Calibration Neural Networks, Computer Adult Robotic Surgical Procedures Laparoscopy Accelerometry Algorithms Male Sutures Female Surgeons
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Automated extraction of sudden cardiac death risk factors in hypertrophic cardiomyopathy patients by natural language processing.

International journal of medical informatics May 13, 2019
BACKGROUND: The management of hypertrophic cardiomyopathy (HCM) patients requires the knowledge of risk factors associated with sudden cardiac death (SCD). SCD risk factors such as syncope and family history of SCD (FH-SCD) as well as family history ...
Risk Factors Male Middle Aged Natural Language Processing Algorithms Prognosis Electronic Health Records Female Cardiomyopathy, Hypertrophic Death, Sudden, Cardiac Humans
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Recovery of pad-free continence in elderly men does not differ from younger men undergoing robot-assisted radical prostatectomy for aggressive prostate cancer.

World journal of urology May 11, 2019
PURPOSE: To analyze urinary continence outcome following robot-assisted radical prostatectomy (RARP) for aggressive prostate cancer in men aged ≥ 70 and < 70 years.
Humans Retrospective Studies Aged Male Robotics Prostatic Neoplasms Urination Prostatectomy Urinary Incontinence Middle Aged Treatment Outcome Follow-Up Studies Recovery of Function
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A novel patch-based procedure for estimating brain age across adulthood.

NeuroImage May 11, 2019
Aging is associated with structural alterations in many regions of the brain. Monitoring these changes contributes to increasing our understanding of the brain's morphological alterations across its lifespan, and could allow the identification of dep...
Aging Humans Middle Aged Female Image Processing, Computer-Assisted Machine Learning Adult Magnetic Resonance Imaging Brain Male
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Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks.

Computer methods and programs in biomedicine May 11, 2019
BACKGROUND AND OBJECTIVE: Magnetic resonance imaging (MRI) is an indispensable tool in diagnosing brain-tumor patients. Automated tumor segmentation is being widely researched to accelerate the MRI analysis and allow clinicians to precisely plan trea...
Young Adult Adult Brain Neoplasms Male Image Processing, Computer-Assisted Magnetic Resonance Imaging Middle Aged Imaging, Three-Dimensional Algorithms Brain Female Aged Humans Neural Networks, Computer Machine Learning
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Sex estimation using sternum part lenghts by means of artificial neural networks.

Forensic science international May 10, 2019
In addition to the pelvis, cranium and phalanges, the sternum is also used for postmortem sex identification. Bone measurements may be obtained on cadaveric bones. Alternatively, computerized tomography may be used to obtain measurements close to the...
Tomography, X-Ray Computed Female Adult Male Middle Aged Humans Neural Networks, Computer Sex Determination by Skeleton Sternum Forensic Anthropology
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Effects of obesity on breast size, thoracic spine structure and function, upper torso musculoskeletal pain and physical activity in women.

Journal of sport and health science May 9, 2019
PURPOSE: This study investigated the effects of obesity on breast size, thoracic spine structure and function, upper torso musculoskeletal pain and physical activity participation in women living independently in the community.
Obesity Breast Kyphosis Musculoskeletal Pain Humans Exercise Female Time Factors Adult Thoracic Vertebrae Middle Aged Body Mass Index
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