AIMC Topic: Neural Networks, Computer

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Automatic Detection of Depression by Using a Neural Network.

Studies in health technology and informatics Jan 1, 2018
Depression is the most common psychiatric disorder worldwide, which affects more than 300 million people. We aimed to detect depressed patients and healthy people automatically. We work on the PHQ-9 questionnaires and reduced it to a PHQ-5 questionna...
Reproducibility of Results Humans Sensitivity and Specificity Psychiatric Status Rating Scales Neural Networks, Computer Automation Depression Depressive Disorder Surveys and Questionnaires
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Chemical-gene relation extraction using recursive neural network.

Database : the journal of biological databases and curation Jan 1, 2018
In this article, we describe our system for the CHEMPROT task of the BioCreative VI challenge. Although considerable research on the named entity recognition of genes and drugs has been conducted, there is limited research on extracting relationships...
Databases, Chemical Genes Neural Networks, Computer Algorithms
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Machine Learning Methods in Computational Toxicology.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2018
Various methods of machine learning, supervised and unsupervised, linear and nonlinear, classification and regression, in combination with various types of molecular descriptors, both "handcrafted" and "data-driven," are considered in the context of ...
Toxicology Quantitative Structure-Activity Relationship Algorithms Support Vector Machine Computer Simulation Linear Models Neural Networks, Computer Deep Learning Machine Learning
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Breast cancer tumor type recognition using graph feature selection technique and radial basis function neural network with optimal structure.

Journal of cancer research and therapeutics Jan 1, 2018
CONTEXT: Breast cancer is a major cause of mortality in young women in the developing countries. Early diagnosis is the key to improve survival rate in cancer patients.
Databases, Factual Humans Computer Simulation Diagnosis, Computer-Assisted Prognosis Neural Networks, Computer Female Models, Statistical Algorithms Breast Neoplasms Pattern Recognition, Automated
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Digital radiography image denoising using a generative adversarial network.

Journal of X-ray science and technology Jan 1, 2018
Statistical noise may degrade the x-ray image quality of digital radiography (DR) system. This corruption can be alleviated by extending exposure time of detectors and increasing the intensity of radiation. However, in some instances, such as the sec...
Neural Networks, Computer Image Processing, Computer-Assisted Radiographic Image Enhancement Unsupervised Machine Learning
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SPRENO: a BioC module for identifying organism terms in figure captions.

Database : the journal of biological databases and curation Jan 1, 2018
Recent advances in biological research reveal that the majority of the experiments strive for comprehensive exploration of the biological system rather than targeting specific biological entities. The qualitative and quantitative findings of the inve...
Neural Networks, Computer Genes, Insect Databases, Factual Data Mining Sindbis Virus Genes, Viral Classification Animals Drosophila melanogaster
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Dense deconvolution net: Multi path fusion and dense deconvolution for high resolution skin lesion segmentation.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2018
BACKGROUND: Dermoscopy imaging has been a routine examination approach for skin lesion diagnosis. Accurate segmentation is the first step for automatic dermoscopy image assessment.
Nevus Image Processing, Computer-Assisted Diagnosis, Differential Skin Neoplasms Dermoscopy Humans Neural Networks, Computer
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Cleansing and Imputation of Body Mass Index Data and Its Impact on a Machine Learning Based Prediction Model.

Studies in health technology and informatics Jan 1, 2018
BACKGROUND: A challenge of using electronic health records for secondary analyses is data quality. Body mass index (BMI) is an important predictor for various diseases but often not documented properly.
Linear Models Humans Machine Learning Body Mass Index Neural Networks, Computer
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Finger language recognition based on ensemble artificial neural network learning using armband EMG sensors.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2018
BACKGROUND: Deaf people use sign or finger languages for communication, but these methods of communication are very specialized. For this reason, the deaf can suffer from social inequalities and financial losses due to their communication restriction...
Neural Networks, Computer Reproducibility of Results Humans Pattern Recognition, Automated Fingers Sign Language Signal Processing, Computer-Assisted Electromyography
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In vivo noninvasive blood glucose detection using near-infrared spectrum based on the PSO-2ANN model.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2018
BACKGROUND: To improving the nursing level of diabetics, it is necessary to develop noninvasive blood glucose method.
Spectroscopy, Near-Infrared Algorithms Blood Glucose Image Processing, Computer-Assisted Diabetes Mellitus Sensitivity and Specificity Humans Neural Networks, Computer
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