AIMC Topic: Male

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Application of supervised machine learning algorithms in the classification of sagittal gait patterns of cerebral palsy children with spastic diplegia.

Computers in biology and medicine Jan 16, 2019
Gait classification has been widely used for children with cerebral palsy (CP) to assist with clinical decision making and to evaluate different treatment outcomes. The aim of this study was to evaluate supervised machine learning algorithms in the c...
Cerebral Palsy Child Humans Support Vector Machine Neural Networks, Computer Decision Trees Female Gait Male
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A single nucleotide polymorphism panel for individual identification and ancestry assignment in Caucasians and four East and Southeast Asian populations using a machine learning classifier.

Forensic science, medicine, and pathology Jan 16, 2019
Single nucleotide polymorphism (SNP) profiling is an effective means of individual identification and ancestry inferences in forensic genetics. This study established a SNP panel for the simultaneous individual identification and ancestry assignment ...
Support Vector Machine DNA, Mitochondrial Asian People White People Female Male Polymorphism, Single Nucleotide Genotype DNA Fingerprinting Chromosomes, Human, X DNA Degradation, Necrotic Gene Frequency Asia Chromosomes, Human, Y Genetics, Population Humans Machine Learning Retrospective Studies
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Deep Learning Algorithms with Demographic Information Help to Detect Tuberculosis in Chest Radiographs in Annual Workers' Health Examination Data.

International journal of environmental research and public health Jan 16, 2019
We aimed to use deep learning to detect tuberculosis in chest radiographs in annual workers' health examination data and compare the performances of convolutional neural networks (CNNs) based on images only (I-CNN) and CNNs including demographic vari...
Male Middle Aged Deep Learning ROC Curve Humans Radiography Physical Examination Female Tuberculosis, Pulmonary Adult Occupational Health Sensitivity and Specificity Demography
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Adapting myoelectric control in real-time using a virtual environment.

Journal of neuroengineering and rehabilitation Jan 16, 2019
BACKGROUND: Pattern recognition technology allows for more intuitive control of myoelectric prostheses. However, the need to collect electromyographic data to initially train the pattern recognition system, and to re-train it during prosthesis use, a...
Electromyography Young Adult Artificial Limbs Humans Adult Pattern Recognition, Automated Machine Learning Male Movement Female Virtual Reality
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Rapid detection of internalizing diagnosis in young children enabled by wearable sensors and machine learning.

PloS one Jan 16, 2019
There is a critical need for fast, inexpensive, objective, and accurate screening tools for childhood psychopathology. Perhaps most compelling is in the case of internalizing disorders, like anxiety and depression, where unobservable symptoms cause c...
Signal Processing, Computer-Assisted Supervised Machine Learning Affect Psychopathology Psychology, Child Humans Female Child Sensitivity and Specificity ROC Curve Male Logistic Models Models, Statistical Anxiety Depression Wearable Electronic Devices Child, Preschool
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Automated diagnosis of HIV-associated neurocognitive disorders using large-scale Granger causality analysis of resting-state functional MRI.

Computers in biology and medicine Jan 15, 2019
HIV-associated neurocognitive disorders (HAND) represent an important source of neurologic complications in individuals with HIV. The dynamic, often subclinical, course of HAND has rendered diagnosis, which currently depends on neuropsychometric (NP)...
HIV Infections Humans Adult Brain Support Vector Machine Male Female Magnetic Resonance Imaging Middle Aged Neurocognitive Disorders Diagnosis, Computer-Assisted
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Detecting and interpreting myocardial infarction using fully convolutional neural networks.

Physiological measurement Jan 15, 2019
OBJECTIVE: We aim to provide an algorithm for the detection of myocardial infarction that operates directly on ECG data without any preprocessing and to investigate its decision criteria.
Humans Middle Aged Electrocardiography Signal Processing, Computer-Assisted Benchmarking Myocardial Infarction Neural Networks, Computer Female Adult Male
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Machine learning methods for detecting urinary tract infection and analysing daily living activities in people with dementia.

PloS one Jan 15, 2019
Dementia is a neurological and cognitive condition that affects millions of people around the world. At any given time in the United Kingdom, 1 in 4 hospital beds are occupied by a person with dementia, while about 22% of these hospital admissions ar...
Humans Activities of Daily Living United Kingdom Male Middle Aged Dementia Urinary Tract Infections Machine Learning Female Hospitalization Aged
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Detection of Extraprostatic Extension of Cancer on Biparametric MRI Combining Texture Analysis and Machine Learning: Preliminary Results.

Academic radiology Jan 14, 2019
RATIONALE AND OBJECTIVES: Extraprostatic extension of disease (EPE) has a major role in risk stratification of prostate cancer patients. Currently, pretreatment local staging is performed with MRI, while the gold standard is represented by histopatho...
Prostatic Neoplasms Neoplasm Staging Prostate Prostatectomy Humans Magnetic Resonance Imaging Machine Learning Aged Neoplasm Invasiveness Male Algorithms Predictive Value of Tests Middle Aged Prognosis Bayes Theorem Risk Assessment
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Binomial Logistic Regression and Artificial Neural Network Methods to Classify Opioid-Dependent Subjects and Control Group Using Quantitative EEG Power Measures.

Clinical EEG and neuroscience Jan 14, 2019
Logistic regression (LR) and artificial neural networks (ANNs) are widely referred approaches in medical data classification studies. LR, a statistical fitting model, is suggested in medical problems because of its well-established methodology and co...
Signal Processing, Computer-Assisted Analgesics, Opioid Control Groups Middle Aged ROC Curve Logistic Models Electroencephalography Humans Neural Networks, Computer Algorithms Female Adult Male
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