AIMC Topic: Neural Networks, Computer

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Analysis of Closely Related Antioxidant Nutraceuticals Using the Green Analytical Methodology of ANN and Smart Spectrophotometric Methods.

Journal of AOAC International Jan 1, 2017
Two new, simple, and specific green analytical methods are proposed: zero-crossing first-derivative and chemometric-based spectrophotometric artificial neural network (ANN). The proposed methods were used for the simultaneous estimation of two closel...
Green Chemistry Technology Spectrophotometry Tablets Spectrophotometry, Ultraviolet Ubiquinone Vitamin E Neural Networks, Computer Calibration Antioxidants Dietary Supplements
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Feedforward Chemical Neural Network: An In Silico Chemical System That Learns xor.

Artificial life Jan 1, 2017
Inspired by natural biochemicals that perform complex information processing within living cells, we design and simulate a chemically implemented feedforward neural network, which learns by a novel chemical-reaction-based analogue of backpropagation....
Algorithms Computer Simulation Neurons Neural Networks, Computer Machine Learning Membranes, Artificial
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Comparison of machine-learning algorithms to build a predictive model for detecting undiagnosed diabetes - ELSA-Brasil: accuracy study.

Sao Paulo medical journal = Revista paulista de medicina Jan 1, 2017
CONTEXT AND OBJECTIVE:: Type 2 diabetes is a chronic disease associated with a wide range of serious health complications that have a major impact on overall health. The aims here were to develop and validate predictive models for detecting undiagnos...
Algorithms Computer Simulation Female Reproducibility of Results Humans Neural Networks, Computer Male Middle Aged Brazil Diabetes Mellitus, Type 2 Aged Adult Sensitivity and Specificity Supervised Machine Learning Logistic Models Bayes Theorem Feasibility Studies
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A neural network - based algorithm for predicting stone - free status after ESWL therapy.

International braz j urol : official journal of the Brazilian Society of Urology Jan 1, 2017
OBJECTIVE: The prototype artificial neural network (ANN) model was developed using data from patients with renal stone, in order to predict stone-free status and to help in planning treatment with Extracorporeal Shock Wave Lithotripsy (ESWL) for kidn...
Adult Male Middle Aged Infant Female Aged Young Adult Neural Networks, Computer Regression Analysis Humans Predictive Value of Tests Algorithms Adolescent Kidney Calculi Lithotripsy Child, Preschool Child
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Exploring convolutional neural networks for drug-drug interaction extraction.

Database : the journal of biological databases and curation Jan 1, 2017
Drug-drug interaction (DDI), which is a specific type of adverse drug reaction, occurs when a drug influences the level or activity of another drug. Natural language processing techniques can provide health-care professionals with a novel way of redu...
Electronic Data Processing Models, Theoretical Support Vector Machine Natural Language Processing Neural Networks, Computer Drug Interactions Data Mining
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Gait features analysis using artificial neural networks - testing the footwear effect.

Acta of bioengineering and biomechanics Jan 1, 2017
PURPOSE: The aim of this paper is to provide the methods for automatic detection of the difference in gait features depending on a footwear.
Adaptation, Physiological Shoes Range of Motion, Articular Pattern Recognition, Automated Ankle Joint Humans Sensitivity and Specificity Neural Networks, Computer Electromyography Algorithms Knee Joint Gait Female Reproducibility of Results Adult
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[The mathematical approaches to differential diagnostics of acute pharyngeal diseases].

Vestnik otorinolaringologii Jan 1, 2017
The objective of the present study was to elaborate the program for differential diagnostics of acute pharyngeal diseases based on the 'ENT-Neuro' artificial neuronal network. The study group was formed by means of sampling patients with acute pharyn...
Neural Networks, Computer Female Adult Diagnosis, Differential Acute Disease Male Severity of Illness Index Humans Patient Selection Disease Management Pharyngeal Diseases
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Word Sense Disambiguation of Medical Terms via Recurrent Convolutional Neural Networks.

Studies in health technology and informatics Jan 1, 2017
BACKGROUND: Tagging text data with codes representing biomedical concepts plays an important role in medical data management and analysis. A problem occurs if there are ambiguous words linked to several concepts.
Unified Medical Language System Neural Networks, Computer Algorithms Natural Language Processing Medical Subject Headings
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Breast osteoblastoma and recurrence after resection: Demonstration by color Doppler ultrasound.

Journal of X-ray science and technology Jan 1, 2017
Osteoblastoma is a rare benign primary bone tumor, which occurs in any part of the skeleton. Extraskeletal osteoblastoma is rather rare. We presented an extremely rare case of extraskeletal osteoblastoma located in the breast. The tumor recurred 7 mo...
Ultrasonography, Doppler, Color Learning Curve Osteoblastoma Breast Image Interpretation, Computer-Assisted Recurrence Humans Neural Networks, Computer Breast Neoplasms ROC Curve Machine Learning Female
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Computational Methods to Predict Protein Functions from Protein-Protein Interaction Networks.

Current protein & peptide science Jan 1, 2017
Predicting functions of proteins is a key issue in the post-genomic era. Some experimental methods have been designed to predict protein functions. However, these methods cannot accommodate the vast amount of sequence data due to their inherent diffi...
Protein Interaction Mapping Humans Neural Networks, Computer Machine Learning Decision Trees Proteins Computational Biology Support Vector Machine
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