Genetics

Genetics

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

11,138 articles

Subcategories: Genetics

Showing 5545-5565 of 11,138 articles

CamurWeb: a classification software and a large knowledge base for gene expression data of cancer.

BACKGROUND: The high growth of Next Generation Sequencing data currently demands new knowledge extra...

Oct 2018 30367574

Prediction of RNA-protein interactions by combining deep convolutional neural network with feature selection ensemble method.

RNA-protein interaction (RPI) plays an important role in the basic cellular processes of organisms. ...

Oct 2018 30321541

Effective DNA binding protein prediction by using key features via Chou's general PseAAC.

DNA-binding proteins (DBPs) are responsible for several cellular functions, starting from our immuni...

Oct 2018 30316822

Dense neural networks for predicting chromatin conformation.

BACKGROUND: DNA inside eukaryotic cells wraps around histones to form the 11nm chromatin fiber that ...

Oct 2018 30314429

New bacitracin-resistant nisin-producing strain of and its physiological characterization.

Nisin A belonging to the class I bacteriocins and produced by subsp. is widely used in many countr...

Oct 2018 31294237

CaSTLe - Classification of single cells by transfer learning: Harnessing the power of publicly available single cell RNA sequencing experiments to annotate new experiments.

Single-cell RNA sequencing (scRNA-seq) is an emerging technology for profiling the gene expression o...

Oct 2018 30304022

Diagnosis of T-cell-mediated kidney rejection in formalin-fixed, paraffin-embedded tissues using RNA-Seq-based machine learning algorithms.

Molecular diagnosis is being increasingly used in transplant pathology to render more objective and ...

Oct 2018 30296518

Combining High Speed ELM Learning with a Deep Convolutional Neural Network Feature Encoding for Predicting Protein-RNA Interactions.

Emerging evidence has shown that RNA plays a crucial role in many cellular processes, and their biol...

Oct 2018 30296240

PBMDR: A particle swarm optimization-based multifactor dimensionality reduction for the detection of multilocus interactions.

Studies on multilocus interactions have mainly investigated the associations between genetic variati...

Oct 2018 30296447

A semi-supervised deep learning method based on stacked sparse auto-encoder for cancer prediction using RNA-seq data.

BACKGROUND AND OBJECTIVE: Cancer has become a complex health problem due to its high mortality. Over...

Oct 2018 30415723

Machine Learning Classification and Structure-Functional Analysis of Cancer Mutations Reveal Unique Dynamic and Network Signatures of Driver Sites in Oncogenes and Tumor Suppressor Genes.

In this study, we developed two cancer-specific machine learning classifiers for prediction of drive...

Oct 2018 30253099

Gene Regulatory Relationship Mining Using Improved Three-Phase Dependency Analysis Approach.

How to mine the gene regulatory relationship and construct gene regulatory network (GRN) is of utmos...

Oct 2018 30281476

A Hybrid Feature Selection Method Based on Binary State Transition Algorithm and ReliefF.

Feature selection problems often appear in the application of data mining, which have been difficult...

Sep 2018 30281502

WEADE: A workflow for enrichment analysis and data exploration.

Data analysis based on enrichment of Gene Ontology terms has become an important step in exploring l...

Sep 2018 30265728

Gene ontology enrichment analysis of congenital diaphragmatic hernia-associated genes.

Congenital diaphragmatic hernia (CDH) is a commonly occurring major congenital anomaly with a profou...

Sep 2018 30287891

A universal SNP and small-indel variant caller using deep neural networks.

Despite rapid advances in sequencing technologies, accurately calling genetic variants present in an...

Sep 2018 30247488

Machine Learning for detection of viral sequences in human metagenomic datasets.

BACKGROUND: Detection of highly divergent or yet unknown viruses from metagenomics sequencing datase...

Sep 2018 30249176

SiRNA silencing efficacy prediction based on a deep architecture.

BACKGROUND: Small interfering RNA (siRNA) can be used to post-transcriptional gene regulation by kno...

Sep 2018 30255786

Deep learning-based quantification of abdominal fat on magnetic resonance images.

Obesity is increasingly prevalent and associated with increased risk of developing type 2 diabetes, ...

Sep 2018 30235253

Data mining and machine learning approaches for the integration of genome-wide association and methylation data: methodology and main conclusions from GAW20.

BACKGROUND: Multiple layers of genetic and epigenetic variability are being simultaneously explored ...

Sep 2018 30255774

Serum vitamin D deficiency and vitamin D receptor gene polymorphism are associated with increased risk of cardiovascular disease in a Chinese rural population.

Several studies have reported a conflicting association between vitamin D deficiency, vitamin D rece...

Sep 2018 30683435

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