AIMC Topic: Humans

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Prediction of fatty liver disease using machine learning algorithms.

Computer methods and programs in biomedicine Dec 29, 2018
BACKGROUND AND OBJECTIVE: Fatty liver disease (FLD) is a common clinical complication; it is associated with high morbidity and mortality. However, an early prediction of FLD patients provides an opportunity to make an appropriate strategy for preven...
Early Diagnosis Aged Adult Male Middle Aged Humans ROC Curve Neural Networks, Computer Fatty Liver Machine Learning Algorithms Taiwan Forecasting Electronic Health Records Female
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A propagation-DNN: Deep combination learning of multi-level features for MR prostate segmentation.

Computer methods and programs in biomedicine Dec 29, 2018
BACKGROUND AND OBJECTIVE: Prostate segmentation on Magnetic Resonance (MR) imaging is problematic because disease changes the shape and boundaries of the gland and it can be difficult to separate the prostate from surrounding tissues. We propose an a...
Algorithms Male Humans Deep Learning Neural Networks, Computer Prostate Magnetic Resonance Imaging
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Use of Machine Learning to Identify Follow-Up Recommendations in Radiology Reports.

Journal of the American College of Radiology : JACR Dec 29, 2018
PURPOSE: The aims of this study were to assess follow-up recommendations in radiology reports, develop and assess traditional machine learning (TML) and deep learning (DL) models in identifying follow-up, and benchmark them against a natural language...
Natural Language Processing Diagnostic Imaging Benchmarking Continuity of Patient Care Humans Machine Learning Guideline Adherence
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Machine learning for detecting moyamoya disease in plain skull radiography using a convolutional neural network.

EBioMedicine Dec 29, 2018
BACKGROUND: Recently, innovative attempts have been made to identify moyamoya disease (MMD) by focusing on the morphological differences in the head of MMD patients. Following the recent revolution in the development of deep learning (DL) algorithms,...
Humans Neural Networks, Computer Machine Learning Algorithms Female Reproducibility of Results Young Adult ROC Curve Adult Image Processing, Computer-Assisted Male Data Interpretation, Statistical Middle Aged Radiography Skull Moyamoya Disease
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A wearable vibrotactile system for distributed guidance in teleoperation and virtual environments.

Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine Dec 29, 2018
A novel wearable vibrotactile system is proposed in this article to enhance the performance of teleoperation robot systems. Using a wearable vibrotactile glove, the proposed system guides the operator in the master-slave control through a vibrotactil...
Fingers Vibration Touch Humans Wearable Electronic Devices Feedback User-Computer Interface Robotics Robotic Surgical Procedures
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A Single Session of Robot-Controlled Proprioceptive Training Modulates Functional Connectivity of Sensory Motor Networks and Improves Reaching Accuracy in Chronic Stroke.

Neurorehabilitation and neural repair Dec 29, 2018
BACKGROUND: Passive robot-generated arm movements in conjunction with proprioceptive decision making and feedback modulate functional connectivity (FC) in sensory motor networks and improve sensorimotor adaptation in normal individuals. This proof-of...
Motor Activity Stroke Rehabilitation Proprioception Feedback, Sensory Proof of Concept Study Connectome Nerve Net Sensorimotor Cortex Middle Aged Treatment Outcome Magnetic Resonance Imaging Chronic Disease Robotics Stroke Brain Ischemia Humans Female Aged Male
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Model based on GA and DNN for prediction of mRNA-Smad7 expression regulated by miRNAs in breast cancer.

Theoretical biology & medical modelling Dec 29, 2018
BACKGROUND: The Smad7 protein is negative regulator of the TGF-β signaling pathway, which is upregulated in patients with breast cancer. miRNAs regulate proteins expressions by arresting or degrading the mRNAs. The purpose of this work is to identify...
Female Breast Neoplasms Deep Learning RNA, Messenger Humans Neural Networks, Computer Algorithms Smad7 Protein Gene Expression Regulation, Neoplastic MicroRNAs Models, Biological
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Machine learning methodologies versus cardiovascular risk scores, in predicting disease risk.

BMC medical research methodology Dec 29, 2018
BACKGROUND: The use of Cardiovascular Disease (CVD) risk estimation scores in primary prevention has long been established. However, their performance still remains a matter of concern. The aim of this study was to explore the potential of using ML m...
Blood Pressure Models, Cardiovascular Prospective Studies Cardiovascular Diseases Female Middle Aged Humans Reproducibility of Results Risk Assessment Machine Learning Algorithms Risk Factors Adult Sensitivity and Specificity Male
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Primary Sclerosing Cholangitis Risk Estimate Tool (PREsTo) Predicts Outcomes of the Disease: A Derivation and Validation Study Using Machine Learning.

Hepatology (Baltimore, Md.) Dec 28, 2018
Improved methods are needed to risk stratify and predict outcomes in patients with primary sclerosing cholangitis (PSC). Therefore, we sought to derive and validate a prediction model and compare its performance to existing surrogate markers. The mod...
Humans Machine Learning Risk Assessment Cohort Studies Female Models, Statistical Cholangitis, Sclerosing Adult Male Middle Aged
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Covariance Matrix Adaptation for Multiobjective Multiarmed Bandits.

IEEE transactions on neural networks and learning systems Dec 28, 2018
Upper confidence bound (UCB) is a successful multiarmed bandit for regret minimization. The covariance matrix adaptation (CMA) for Pareto UCB (CMA-PUCB) algorithm considers stochastic reward vectors with correlated objectives. We upper bound the cumu...
Blood Pressure Clinical Trials as Topic Motor Activity Position-Specific Scoring Matrices Humans Neural Networks, Computer Algorithms
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