AIMC Topic: Neural Networks, Computer

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Extracting psychiatric stressors for suicide from social media using deep learning.

BMC medical informatics and decision making Jul 23, 2018
BACKGROUND: Suicide has been one of the leading causes of deaths in the United States. One major cause of suicide is psychiatric stressors. The detection of psychiatric stressors in an at risk population will facilitate the early prevention of suicid...
Stress, Psychological Social Media Algorithms Humans Deep Learning Neural Networks, Computer Suicide Prevention
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Chemical-induced disease extraction via recurrent piecewise convolutional neural networks.

BMC medical informatics and decision making Jul 23, 2018
BACKGROUND: Extracting relationships between chemicals and diseases from unstructured literature have attracted plenty of attention since the relationships are very useful for a large number of biomedical applications such as drug repositioning and p...
Algorithms Deep Learning Datasets as Topic Information Storage and Retrieval Chemically-Induced Disorders Neural Networks, Computer
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Towards improving diagnosis of skin diseases by combining deep neural network and human knowledge.

BMC medical informatics and decision making Jul 23, 2018
BACKGROUND: The emergence of the deep convolutional neural network (CNN) greatly improves the quality of computer-aided supporting systems. However, due to the challenges of generating reliable and timely results, clinical adoption of computer-aided ...
Humans Quality Improvement Diagnosis, Computer-Assisted Neural Networks, Computer Deep Learning Machine Learning Skin Diseases Algorithms
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Shoulder physiotherapy exercise recognition: machine learning the inertial signals from a smartwatch.

Physiological measurement Jul 23, 2018
OBJECTIVE: Participation in a physical therapy program is considered one of the greatest predictors of successful conservative management of common shoulder disorders. However, adherence to these protocols is often poor and typically worse for unsupe...
Support Vector Machine Monitoring, Physiologic Signal Processing, Computer-Assisted Adult Male Middle Aged Shoulder Physical Therapy Modalities Computers, Handheld Patient Compliance Exercise Therapy Healthy Volunteers Humans Neural Networks, Computer Machine Learning Female Young Adult
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A Neuromuscular Interface for Robotic Devices Control.

Computational and mathematical methods in medicine Jul 22, 2018
A neuromuscular interface (NI) that can be employed to operate external robotic devices (RD), including commercial ones, was proposed. Multichannel electromyographic (EMG) signal is used in the control loop. Control signal can also be supplemented wi...
Robotic Surgical Procedures Biomechanical Phenomena Humans User-Computer Interface Neural Networks, Computer Movement Electroencephalography
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A machine-learning framework for automatic reference-free quality assessment in MRI.

Magnetic resonance imaging Jul 21, 2018
Magnetic resonance (MR) imaging offers a wide variety of imaging techniques. A large amount of data is created per examination which needs to be checked for sufficient quality in order to derive a meaningful diagnosis. This is a manual process and th...
Observer Variation Fourier Analysis Deep Learning ROC Curve Image Processing, Computer-Assisted Support Vector Machine Magnetic Resonance Imaging Signal Processing, Computer-Assisted Adult Male Middle Aged Female Aged Humans Neural Networks, Computer Databases, Factual Prospective Studies Retrospective Studies
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A new mechanical approach to handle generalized Hopfield neural networks.

Neural networks : the official journal of the International Neural Network Society Jul 21, 2018
We propose a modification of the cost function of the Hopfield model whose salient features shine in its Taylor expansion and result in more than pairwise interactions with alternate signs, suggesting a unified framework for handling both with deep l...
Neural Networks, Computer Thermodynamics Algorithms Models, Statistical Monte Carlo Method
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Generative adversarial networks for reconstructing natural images from brain activity.

NeuroImage Jul 20, 2018
We explore a method for reconstructing visual stimuli from brain activity. Using large databases of natural images we trained a deep convolutional generative adversarial network capable of generating gray scale photos, similar to stimuli presented du...
Neural Networks, Computer Brain Adult Humans Magnetic Resonance Imaging Pattern Recognition, Visual Functional Neuroimaging Image Processing, Computer-Assisted Models, Theoretical
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Deep neural models for extracting entities and relationships in the new RDD corpus relating disabilities and rare diseases.

Computer methods and programs in biomedicine Jul 20, 2018
BACKGROUND AND OBJECTIVE: There is a huge amount of rare diseases, many of which have associated important disabilities. It is paramount to know in advance the evolution of the disease in order to limit and prevent the appearance of disabilities and ...
Neural Networks, Computer Humans Databases, Factual Deep Learning Persons with Disabilities Natural Language Processing Data Mining Semantics Rare Diseases
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Effect of Cd and Pb Pollutions on Physiological Growth: Wavelet Neural Network (WNN) as a New Approach on Age Determination of Coenobita scaevola.

Bulletin of environmental contamination and toxicology Jul 20, 2018
Environmental pollution of aquatic ecosystems leads to an interference in several fundamental biochemical and physiological functions. In this study the interference of Cd and Pb pollutions on the physiological growth and subsequently on the age dete...
Neural Networks, Computer Anomura Water Pollutants, Chemical Environmental Pollution Animals Cadmium Environmental Monitoring Lead
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