Genetics

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

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Applications of random forest feature selection for fine-scale genetic population assignment.

Genetic population assignment used to inform wildlife management and conservation efforts requires p...

Sep 2017 29387152
A support vector machine classifier for the prediction of osteosarcoma metastasis with high accuracy.

In this study, gene expression profiles of osteosarcoma (OS) were analyzed to identify critical gene...

Sep 2017 28901446
Gene Ontology-Based Analysis of Zebrafish Omics Data Using the Web Tool Comparative Gene Ontology.

Gene Ontology (GO) analysis is a powerful tool in systems biology, which uses a defined nomenclature...

Sep 2017 28873048
Gene2DisCo: Gene to disease using disease commonalities.

OBJECTIVE: Finding the human genes co-causing complex diseases, also known as "disease-genes", is on...

Sep 2017 28882544
Multi-label Inductive Matrix Completion for Joint MGMT and IDH1 Status Prediction for Glioma Patients.

MGMT promoter methylation and IDH1 mutation in high-grade gliomas (HGG) have proven to be the two im...

Sep 2017 29770368
Enzyme classification using multiclass support vector machine and feature subset selection.

Proteins are the macromolecules responsible for almost all biological processes in a cell. With the ...

Aug 2017 28934693
The R-package GenomicTools for multifactor dimensionality reduction and the analysis of (exploratory) Quantitative Trait Loci.

BACKGROUND AND OBJECTIVES: We introduce the R-package GenomicTools to perform, among others, a Multi...

Aug 2017 28946999
Computational model for vitamin D deficiency using hair mineral analysis.

Vitamin D deficiency is prevalent in the Arabian Gulf region, especially among women. Recent studies...

Aug 2017 28923545
Molecular genetic studies in Saudi population; identified variants from GWAS and meta-analysis in stroke.

INTRODUCTION: Stroke is a multifactorial and heterogeneous disorder, correlates with heritability an...

Aug 2017 29379361
Predicting the helix-helix interactions from correlated residue mutations.

Helix-helix interactions are crucial in the structure assembly, stability and function of helix-rich...

Aug 2017 28833538
Spiking neural P systems with multiple channels.

Spiking neural P systems (SNP systems, in short) are a class of distributed parallel computing syste...

Aug 2017 28892672
Intranasal bevacizumab treatment on epistaxis in hereditary haemorrhagic telangiectasia: a case report.

Hereditary haemorrhagic telangiectasia (HHT), also known as Osler-Weber-Rendu disease, is a rare, va...

Aug 2017 31338174
Artificial Intelligence, DNA Mimicry, and Human Health.

The molecular evolution of genomic DNA across diverse plant and animal phyla involved dynamic regist...

Aug 2017 28804119
Big data in forensic science and medicine.

In less than a decade, big data in medicine has become quite a phenomenon and many biomedical discip...

Aug 2017 29801942
Network-based machine learning and graph theory algorithms for precision oncology.

Network-based analytics plays an increasingly important role in precision oncology. Growing evidence...

Aug 2017 29872707
EMQIT: a machine learning approach for energy based PWM matrix quality improvement.

BACKGROUND: Transcription factor binding affinities to DNA play a key role for the gene regulation. ...

Aug 2017 28764727
Machine Learning-Assisted Network Inference Approach to Identify a New Class of Genes that Coordinate the Functionality of Cancer Networks.

Emerging evidence indicates the existence of a new class of cancer genes that act as "signal linkers...

Aug 2017 28765560
TopologyNet: Topology based deep convolutional and multi-task neural networks for biomolecular property predictions.

UNLABELLED: Although deep learning approaches have had tremendous success in image, video and audio ...

Jul 2017 28749969
Microcystin-leucine-arginine Modulates the Expression Patterns of Proinflammatory Cytokines and an Apoptotic Gene in Chicken Liver.

Microcystins (MCs) are included in drinking water and a family of cyclic heptapeptide hepatotoxins t...

Jul 2017 32055159
Predicting the Ecological Quality Status of Marine Environments from eDNA Metabarcoding Data Using Supervised Machine Learning.

Monitoring biodiversity is essential to assess the impacts of increasing anthropogenic activities in...

Jul 2017 28665601
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