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Knowledge Domain and Emerging Trends on Echinococcosis Research: A Scientometric Analysis.
International journal of environmental research and public health
Mar 8, 2019
The echinococcosis of humans and animals is a chronic helminthic disease caused by the larva of genus tapeworms. It is a globally distributed disease which is an important socioeconomic and public health problem in many low and middle-income countri...
Deep learning-based super-resolution in coherent imaging systems.
Scientific reports
Mar 8, 2019
We present a deep learning framework based on a generative adversarial network (GAN) to perform super-resolution in coherent imaging systems. We demonstrate that this framework can enhance the resolution of both pixel size-limited and diffraction-lim...
ChemSuite: A package for chemoinformatics calculations and machine learning.
Chemical biology & drug design
Mar 7, 2019
Prediction of biological and toxicological properties of small molecules using in silico approaches has become a wide practice in pharmaceutical research to lessen the cost and enhance productivity. The development of a tool "ChemSuite," a stand-alon...
Automating the process of identifying the preferred representational system in Neuro Linguistic Programming using Natural Language Processing.
Cognitive processing
Mar 5, 2019
Neuro Linguistic Programming (NLP) is a methodology used for recognition of human behavioral patterns and modification of the behavior. A significant part of this process is influenced by the theory of representational systems which equates to the fi...
Breast Microcalcification Diagnosis Using Deep Convolutional Neural Network from Digital Mammograms.
Computational and mathematical methods in medicine
Mar 3, 2019
Mammography is successfully used as an effective screening tool for cancer diagnosis. A calcification cluster on mammography is a primary sign of cancer. Early researches have proved the diagnostic value of the calcification, yet their performance is...
Mammography
Aged
Algorithms
Humans
Biopsy
Image Processing, Computer-Assisted
Prognosis
Sensitivity and Specificity
Young Adult
Breast
Female
Neural Networks, Computer
Adult
Early Detection of Cancer
Breast Neoplasms
Stochastic Processes
Reproducibility of Results
Software
Calcinosis
Middle Aged
Deep Learning
RPITER: A Hierarchical Deep Learning Framework for ncRNA⁻Protein Interaction Prediction.
International journal of molecular sciences
Mar 1, 2019
Non-coding RNAs (ncRNAs) play crucial roles in multiple fundamental biological processes, such as post-transcriptional gene regulation, and are implicated in many complex human diseases. Mostly ncRNAs function by interacting with corresponding RNA-bi...
A multi-task convolutional deep neural network for variant calling in single molecule sequencing.
Nature communications
Mar 1, 2019
The accurate identification of DNA sequence variants is an important, but challenging task in genomics. It is particularly difficult for single molecule sequencing, which has a per-nucleotide error rate of ~5-15%. Meeting this demand, we developed Cl...
MaGIC: a machine learning tool set and web application for monoallelic gene inference from chromatin.
BMC bioinformatics
Feb 28, 2019
BACKGROUND: A large fraction of human and mouse autosomal genes are subject to random monoallelic expression (MAE), an epigenetic mechanism characterized by allele-specific gene expression that varies between clonal cell lineages. MAE is highly cell-...
Non-invasive machine learning estimation of effort differentiates sleep-disordered breathing pathology.
Physiological measurement
Feb 26, 2019
OBJECTIVE: Obstructive sleep-disordered breathing (SDB) events, unlike central events, are associated with increased respiratory effort. Esophageal pressure (P ) monitoring is the gold standard for measuring respiratory effort, but it is typically po...
Chat Analysis Triage Tool: Differentiating contact-driven vs. fantasy-driven child sex offenders.
Forensic science international
Feb 23, 2019
Investigating crimes against children, specifically sexual solicitations, are complicated because not all offenders are contact-driven, meaning they want to meet the minor for sex in the physical world; instead, some offenders are fantasy-driven, in ...
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