AIMC Topic: Algorithms

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Bipartite synchronization in coupled delayed neural networks under pinning control.

Neural networks : the official journal of the International Neural Network Society Aug 18, 2018
This paper considers the bipartite leader-following synchronization in a signed network composed by an array of coupled delayed neural networks by utilizing the pinning control strategy and M-matrix theory, where the communication links between neigh...
Neural Networks, Computer Algorithms
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Extraction of BI-RADS findings from breast ultrasound reports in Chinese using deep learning approaches.

International journal of medical informatics Aug 18, 2018
BACKGROUND: The wide adoption of electronic health record systems (EHRs) in hospitals in China has made large amounts of data available for clinical research including breast cancer. Unfortunately, much of detailed clinical information is embedded in...
Female Humans Radiology Information Systems Breast Neoplasms China Machine Learning Deep Learning Algorithms Ultrasonography, Mammary Image Interpretation, Computer-Assisted
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Exploiting MEDLINE for gene molecular function prediction via NMF based multi-label classification.

Journal of biomedical informatics Aug 18, 2018
Gene ontology (GO) provides a representation of terms and categories used to describe genes and their molecular functions, cellular components and biological processes. GO has been the standard for describing the functions of specific genes in differ...
Humans Predictive Value of Tests Algorithms Models, Statistical Markov Chains Reproducibility of Results MEDLINE Animals Molecular Sequence Annotation Computational Biology Decision Trees Gene Ontology Databases, Genetic Databases, Protein
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Algorithmic Analysis of Cahn-Ingold-Prelog Rules of Stereochemistry: Proposals for Revised Rules and a Guide for Machine Implementation.

Journal of chemical information and modeling Aug 17, 2018
The most recent version of the Cahn-Ingold-Prelog rules for the determination of stereodescriptors as described in Nomenclature of Organic Chemistry: IUPAC Recommendations and Preferred Names 2013 (the "Blue Book"; Favre and Powell. Royal Society of ...
Machine Learning Software Structure-Activity Relationship Models, Molecular Molecular Structure Algorithms Stereoisomerism Computer Simulation Organic Chemicals
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Prediction of Periventricular Leukomalacia in Neonates after Cardiac Surgery Using Machine Learning Algorithms.

Journal of medical systems Aug 17, 2018
Periventricular leukomalacia (PVL) is brain injury that develops commonly in neonates after cardiac surgery. Earlier identification of patients who are at higher risk for PVL may improve clinicians' ability to optimize care for these challenging pati...
Cardiac Surgical Procedures Leukomalacia, Periventricular Female Humans Infant, Newborn Machine Learning Reproducibility of Results Algorithms Retrospective Studies Pregnancy
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iRNA-2OM: A Sequence-Based Predictor for Identifying 2'-O-Methylation Sites in Homo sapiens.

Journal of computational biology : a journal of computational molecular cell biology Aug 16, 2018
2'-O-methylation plays an important biological role in gene expression. Owing to the explosive increase in genomic sequencing data, it is necessary to develop a method for quickly and efficiently identifying whether a sequence contains the 2'-O-methy...
RNA Interference RNA Humans Methylation Algorithms Software Genome, Human Computational Biology Support Vector Machine
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Transfer learning for classification of cardiovascular tissues in histological images.

Computer methods and programs in biomedicine Aug 16, 2018
BACKGROUND AND OBJECTIVE: Automatic classification of healthy tissues and organs based on histology images is an open problem, mainly due to the lack of automated tools. Solutions in this regard have potential in educational medicine and medical prac...
Image Processing, Computer-Assisted Support Vector Machine Reference Values Humans Machine Learning Models, Anatomic Neural Networks, Computer Cardiovascular System Algorithms Models, Cardiovascular Deep Learning Histological Techniques
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Automated ontology generation framework powered by linked biomedical ontologies for disease-drug domain.

Computer methods and programs in biomedicine Aug 16, 2018
OBJECTIVE AND BACKGROUND: The exponential growth of the unstructured data available in biomedical literature, and Electronic Health Record (EHR), requires powerful novel technologies and architectures to unlock the information hidden in the unstructu...
Drug Therapy Humans Semantics Biological Ontologies Machine Learning Decision Support Systems, Clinical Disease Algorithms Knowledge Bases Data Mining
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Predicting postoperative facial swelling following impacted mandibular third molars extraction by using artificial neural networks evaluation.

Scientific reports Aug 16, 2018
Patients' postoperative facial swelling following third molars extraction may have both biological impacts and social impacts. The purpose of this study was to evaluate the accuracy of artificial neural networks in the prediction of the postoperative...
Male Postoperative Complications Molar, Third Reproducibility of Results Young Adult Adult Tooth, Impacted Tooth Extraction Face Edema Humans Neural Networks, Computer Algorithms Female
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An Associative Memory Approach to Healthcare Monitoring and Decision Making.

Sensors (Basel, Switzerland) Aug 16, 2018
The rapid proliferation of connectivity, availability of ubiquitous computing, miniaturization of sensors and communication technology, have changed healthcare in all its areas, creating the well-known healthcare paradigm of e-Health. In this paper, ...
Humans Machine Learning Algorithms Biometry Male Clinical Decision-Making Female Coronary Artery Disease Sensitivity and Specificity Datasets as Topic
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