AIMC Topic: Neural Networks, Computer

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Deep learning sharpens views of cells and genes.

Nature Jan 4, 2018
Humans Neural Networks, Computer Image Processing, Computer-Assisted Myocardial Infarction Retina Machine Learning Neoplasms Gene Expression Profiling
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A comparison of logistic regression and artificial neural networks in predicting central lymph node metastases in papillary thyroid microcarcinoma.

Annali italiani di chirurgia Jan 1, 2018
OBJECTIVE: Prophylactic central lymph node dissection(CLND) is a controversial issue in papillary thyroid microcarcinoma( PTMC) patients without lymphatic metastasis. Artificial neural network(ANN) has been proposed as an alternative statistical tech...
Neck Dissection Female Neoplasm Invasiveness Young Adult Risk Factors Humans Thyroid Neoplasms Tumor Burden Adult Aged Neural Networks, Computer Logistic Models Carcinoma, Papillary Male Middle Aged Lymphatic Metastasis Prognosis Adolescent Thyroidectomy
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Biomechanics of the Healthy and Keratoconic Corneas: A Combination of the Clinical Data, Finite Element Analysis, and Artificial Neural Network.

Current pharmaceutical design Jan 1, 2018
BACKGROUND: Keratoconus is recognized by asymmetrical thinning and bulging of the cornea, resulting in distortion in the surface of the cornea. Keratoconus also alters the biomechanical properties of the cornea, which can be an indicator of the healt...
Keratoconus Stress, Mechanical Finite Element Analysis Algorithms Prospective Studies Humans Biomechanical Phenomena Neural Networks, Computer
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An Approach of Anomaly Detection and Neural Network Classifiers to Measure Cellulolytic Activity.

Combinatorial chemistry & high throughput screening Jan 1, 2018
AIM AND OBJECTIVE: A common method used for massive detection of cellulolytic microorganisms is based on the formation of halos on solid medium. However, this is a subjective method and real-time monitoring is not possible. The objective of this work...
Models, Molecular Color Coloring Agents Hydrolysis Pattern Recognition, Automated Gene Library Neural Networks, Computer Machine Learning Cellulose Congo Red
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Artificial neural network simulation of lower limb joint angles in normal and impaired human gait.

Acta of bioengineering and biomechanics Jan 1, 2018
PURPOSE: Simulating the complexities of lower limb motion can be useful for orthosis or rehabilitation planning. The aim of this study was to develop an artificial neural network (ANN) able to accurately simulate the changes in the angle of the ankle...
Young Adult Male Lower Extremity Computer Simulation Ankle Joint Gait Female Humans Joints Hip Joint Reproducibility of Results Neural Networks, Computer
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A big data approach with artificial neural network and molecular similarity for chemical data mining and endocrine disruption prediction.

Indian journal of pharmacology Jan 1, 2018
CONTEXT: Chemical toxicity prediction at early stage drug discovery phase has been researched for years, and newest methods are always investigated. Research data comprising chemical physicochemical properties, toxicity, assay, and activity details c...
Receptors, Androgen Endocrine Disruptors Receptors, Estrogen Models, Theoretical Data Mining Humans Inhibitory Concentration 50 Neural Networks, Computer Machine Learning Animals Drug Discovery Big Data
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Convolutional Neural Networks for ATC Classification.

Current pharmaceutical design Jan 1, 2018
BACKGROUND: Anatomical Therapeutic Chemical (ATC) classification of unknown compound has raised high significance for both drug development and basic research. The ATC system is a multi-label classification system proposed by the World Health Organiz...
Pharmaceutical Preparations Humans Neural Networks, Computer Deep Learning
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Biological Event Trigger Identification with Noise Contrastive Estimation.

IEEE/ACM transactions on computational biology and bioinformatics Jan 1, 2018
Biological Event Extraction is an important task towards the goal of extracting biomedical knowledge from the scientific publications by capturing biomedical entities and their complex relations from the texts. As a crucial step in event extraction, ...
Natural Language Processing Publications Data Mining Semantics Neural Networks, Computer Algorithms Biomedical Research
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Comparison of medical image classification accuracy among three machine learning methods.

Journal of X-ray science and technology Jan 1, 2018
BACKGROUND: Low-quality medical images may influence the accuracy of the machine learning process.
Machine Learning Databases, Factual Deep Learning Image Processing, Computer-Assisted Support Vector Machine Diagnostic Imaging Humans Neural Networks, Computer
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Deep Forest-based Prediction of Protein Subcellular Localization.

Current gene therapy Jan 1, 2018
MOTIVATION: Knowledge of the correct protein subcellular localization is necessary for understanding the function of a protein and revealing the mechanism of many human diseases due to protein subcellular mislocalization, which is required before app...
Reproducibility of Results Deep Learning Computational Biology Humans Neural Networks, Computer Algorithms Intracellular Space Proteins Protein Transport Genetic Therapy
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