Genetics

Latest AI and machine learning research in genetics for healthcare professionals.

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Species composition of and fumonisin production by the Fusarium fujikuroi species complex isolated from Korean cereals.

To assess the risk of fumonisin contamination in Korean cereals, we isolated colonies of the Fusarium fujikuroi species complex (FFSC) from barley, maize, rice and soybean samples from 2011 to 2015. A total of 878 FFSC strains were isolated mostly from maize and rice, and species identity of the isolates were determined using the DNA sequence of the translation elongation factor 1-α (TEF-1α) and R...

Dec 13 2017 29291460

Distinguishing three subtypes of hematopoietic cells based on gene expression profiles using a support vector machine.

Hematopoiesis is a complicated process involving a series of biological sub-processes that lead to the formation of various blood components. A widely accepted model of early hematopoiesis proceeds from long-term hematopoietic stem cells (LT-HSCs) to multipotent progenitors (MPPs) and then to lineage-committed progenitors. However, the molecular mechanisms of early hematopoiesis have not been full...

Dec 12 2017 29241664
Identification of human circadian genes based on time course gene expression profiles by using a deep learning method.

Circadian genes express periodically in an approximate 24-h period and the identification and study of these genes can provide deep understanding of t...

Dec 12 2017 29241666
Machine learning for the structure-energy-property landscapes of molecular crystals.

Molecular crystals play an important role in several fields of science and technology. They frequently crystallize in different polymorphs with substa...

Dec 12 2017 29675175
Pro-apoptotic and Anti-migratory Effects of L. Plant Extracts on the Human Prostate Cancer Cell Lines PC3.

This study aims to evaluate the cytotoxic and anti-migratory effects of L. on prostate cancer cells, identify the active compound/s and characterize...

Dec 12 2017 29326585
Serum Vitamin D Levels Affect Pathologic Complete Response in Patients Undergoing Neoadjuvant Systemic Therapy for Operable Breast Cancer.

INTRODUCTION: There has been increasing interest in the potential benefit of vitamin D in improving breast cancer outcome. Preclinical studies suggest...

Dec 11 2017 29290565
Principal component reconstruction (PCR) for cine CBCT with motion learning from 2D fluoroscopy.

PURPOSE: This work aims to generate cine CT images (i.e., 4D images with high-temporal resolution) based on a novel principal component reconstruction...

Dec 11 2017 29136282
Machine learning shows association between genetic variability in and cerebral connectivity in preterm infants.

Preterm infants show abnormal structural and functional brain development, and have a high risk of long-term neurocognitive problems. The molecular an...

Dec 11 2017 29229843
Examination of Quaternary Ammonium Compound Resistance in Isolated from Cooked Meat Products in China.

The aim of this study was to examine the presence of genes responsible for resistance to quaternary ammonium compounds (QACs) and the association of ...

Dec 11 2017 29312157
FuzzyID2: A software package for large data set species identification via barcoding and metabarcoding using hidden Markov models and fuzzy set methods.

Species identification through DNA barcoding or metabarcoding has become a key approach for biodiversity evaluation and ecological studies. However, t...

Dec 10 2017 29154499
Isolation of in HUVEC line.

formerly named and ' Rickettsia amblyommii' is an intracellular bacterium belonging to the spotted fever group It is highly prevalent in and in ot...

Dec 9 2017 29321939
Synthetic Ion Channels and DNA Logic Gates as Components of Molecular Robots.

A molecular robot is a next-generation biochemical machine that imitates the actions of microorganisms. It is made of biomaterials such as DNA, protei...

Dec 8 2017 29124837
DHSpred: support-vector-machine-based human DNase I hypersensitive sites prediction using the optimal features selected by random forest.

DNase I hypersensitive sites (DHSs) are genomic regions that provide important information regarding the presence of transcriptional regulatory elemen...

Dec 8 2017 29416743
Angiotensin-(1-7) Inhibits Thrombin-Induced Endothelial Phenotypic Changes and Reactive Oxygen Species Production via NADPH Oxidase 5 Downregulation.

The angiotensin-(1-7)/angiotensin-converting enzyme 2/Mas receptor axis counter-regulates the detrimental effects of angiotensin II. Beneficial effec...

Dec 8 2017 29375391
Screening and Detecting in Different Food Matrices in Southern Tunisia Using a Combined Enrichment/Real-Time PCR Method: Correlation with Conventional Culture Method.

A combined enrichment/ newly developed TaqMan real-time PCR (qPCR) method as a screening assay to detect spp. in 500 naturally food matrices is eval...

Dec 7 2017 29270157
Nanoparticle based bio-bar code technology for trace analysis of aflatoxin B1 in Chinese herbs.

A novel and sensitive assay for aflatoxin B1 (AFB1) detection has been developed by using bio-bar code assay (BCA). The method that relies on polyclon...

Dec 6 2017 29567253
A deep learning method for lincRNA detection using auto-encoder algorithm.

BACKGROUND: RNA sequencing technique (RNA-seq) enables scientists to develop novel data-driven methods for discovering more unidentified lincRNAs. Mea...

Dec 6 2017 29244011
Label-free detection of histone based on cationic conjugated polymer-mediated fluorescence resonance energy transfer.

A simple and homogeneous histone assay is developed based on histone-induced DNA compressing coupled with cationic conjugated polymer (CCP)-mediated f...

Dec 5 2017 29332793
DNA Cryptography and Deep Learning using Genetic Algorithm with NW algorithm for Key Generation.

Cryptography is not only a science of applying complex mathematics and logic to design strong methods to hide data called as encryption, but also to r...

Dec 5 2017 29204890
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