AIMC Topic: Aged, 80 and over
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Classification of Diffusion Tensor Metrics for the Diagnosis of a Myelopathic Cord Using Machine Learning.
International journal of neural systems
Jul 16, 2017
In this study, we propose an automated framework that combines diffusion tensor imaging (DTI) metrics with machine learning algorithms to accurately classify control groups and groups with cervical spondylotic myelopathy (CSM) in the spinal cord. The...
Feature selection before EEG classification supports the diagnosis of Alzheimer's disease.
Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology
Jul 14, 2017
OBJECTIVE: In many decision support systems, some input features can be marginal or irrelevant to the diagnosis, while others can be redundant among each other. Thus, feature selection (FS) algorithms are often considered to find relevant/non-redunda...
Predicting all-cause risk of 30-day hospital readmission using artificial neural networks.
PloS one
Jul 14, 2017
Avoidable hospital readmissions not only contribute to the high costs of healthcare in the US, but also have an impact on the quality of care for patients. Large scale adoption of Electronic Health Records (EHR) has created the opportunity to proacti...
Identifying incipient dementia individuals using machine learning and amyloid imaging.
Neurobiology of aging
Jul 11, 2017
Identifying individuals destined to develop Alzheimer's dementia within time frames acceptable for clinical trials constitutes an important challenge to design studies to test emerging disease-modifying therapies. Although amyloid-β protein is the co...
Predicting two-year survival versus non-survival after first myocardial infarction using machine learning and Swedish national register data.
BMC medical informatics and decision making
Jul 5, 2017
BACKGROUND: Machine learning algorithms hold potential for improved prediction of all-cause mortality in cardiovascular patients, yet have not previously been developed with high-quality population data. This study compared four popular machine learn...
Validation of accuracy of SVM-based fall detection system using real-world fall and non-fall datasets.
PloS one
Jul 5, 2017
Falls are a major cause of injuries and deaths in older adults. Even when no injury occurs, about half of all older adults who fall are unable to get up without assistance. The extended period of lying on the floor often leads to medical complication...
Robot-assisted radical prostatectomy significantly reduced biochemical recurrence compared to retro pubic radical prostatectomy.
BMC cancer
Jun 29, 2017
BACKGROUND: The pathological and oncological outcomes of retro-pubic radical prostatectomy (RRP) and robot-assisted radical prostatectomy (RARP) have not been sufficiently investigated.
A Pilot Randomized Trial of a Companion Robot for People With Dementia Living in the Community.
Journal of the American Medical Directors Association
Jun 28, 2017
OBJECTIVES: To investigate the affective, social, behavioral, and physiological effects of the companion robot Paro for people with dementia in both a day care center and a home setting.
Prostate-Specific Membrane Antigen Positron Emission Tomography-Computed Tomography for Prostate Cancer: Distribution of Disease and Implications for Radiation Therapy Planning.
International journal of radiation oncology, biology, physics
Jun 27, 2017
PURPOSE: To explore the prostate-specific membrane antigen (PSMA)-avid distribution of prostate cancer (PC) on positron emission tomography (PET), both at the time of initial diagnosis and at the time of relapse after definitive local treatment.
Diagnosis of Alzheimer's Disease Using Dual-Tree Complex Wavelet Transform, PCA, and Feed-Forward Neural Network.
Journal of healthcare engineering
Jun 21, 2017
. Error-free diagnosis of Alzheimer's disease (AD) from healthy control (HC) patients at an early stage of the disease is a major concern, because information about the condition's severity and developmental risks present allows AD sufferer to take p...
Middle Aged
Severity of Illness Index
Humans
Case-Control Studies
Neural Networks, Computer
Diagnosis, Computer-Assisted
Image Processing, Computer-Assisted
Wavelet Analysis
Algorithms
Dementia
Aged
Brain
Magnetic Resonance Imaging
Aged, 80 and over
Female
Principal Component Analysis
Reproducibility of Results
Sensitivity and Specificity
Alzheimer Disease
Male
Pattern Recognition, Automated
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