Genetics

Genetics

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

11,138 articles

Subcategories: Genetics

Showing 5608-5628 of 11,138 articles

A machine-learned analysis of human gene polymorphisms modulating persisting pain points to major roles of neuroimmune processes.

BACKGROUND: Human genetic research has implicated functional variants of more than one hundred genes...

Jul 2018 29923268

Identification of 170 New Long Noncoding RNAs in .

Long noncoding RNAs (lncRNAs) are transcripts generally longer than 200 nucleotides with no or poor ...

Jul 2018 30112357

Enabling Precision Medicine through Integrative Network Models.

A key challenge in precision medicine lies in understanding molecular-level underpinnings of complex...

Jul 2018 30003887

Deep learning models for bacteria taxonomic classification of metagenomic data.

BACKGROUND: An open challenge in translational bioinformatics is the analysis of sequenced metagenom...

Jul 2018 30066629

Scaling up molecular pattern recognition with DNA-based winner-take-all neural networks.

From bacteria following simple chemical gradients to the brain distinguishing complex odour informat...

Jul 2018 29973727

PLANET-SNP pipeline: PLants based ANnotation and Establishment of True SNP pipeline.

Acute prediction of SNPs (Single Nucleotide Polymorphisms) from high throughput sequencing data is a...

Jul 2018 31533899

Dynamic Covalent Chemistry at Interfaces: Development of Tougher, Healable Composites through Stress Relaxation at the Resin-Silica Nanoparticles Interface.

The interfacial region in composites that incorporate filler materials of dramatically different mod...

Jul 2018 31106114

Prediction of RNA-protein sequence and structure binding preferences using deep convolutional and recurrent neural networks.

BACKGROUND: RNA regulation is significantly dependent on its binding protein partner, known as the R...

Jul 2018 29970003

HECIL: A Hybrid Error Correction Algorithm for Long Reads with Iterative Learning.

Second-generation DNA sequencing techniques generate short reads that can result in fragmented genom...

Jul 2018 29967328

A Novel Morphological Marker for the Analysis of Molecular Activities at the Single-cell Level.

For more than a century, hematoxylin and eosin (H&E) staining has been the de facto standard for his...

Jun 2018 29962383

Machine learning models to predict the progression from early to late stages of papillary renal cell carcinoma.

Papillary Renal Cell Carcinoma (PRCC) is a heterogeneous disease with variations in disease progress...

Jun 2018 29990647

Recognition Tunneling of Canonical and Modified RNA Nucleotides for Their Identification with the Aid of Machine Learning.

In the present study, we demonstrate a tunneling nanogap technique to identify individual RNA nucleo...

Jun 2018 29932668

Biological classification with RNA-seq data: Can alternatively spliced transcript expression enhance machine learning classifiers?

RNA sequencing (RNA-seq) is becoming a prevalent approach to quantify gene expression and is expecte...

Jun 2018 29941426

An in-silico method for identifying aggregation rate enhancer and mitigator mutations in proteins.

Newly synthesized polypeptides must pass stringent quality controls in cells to ensure appropriate f...

Jun 2018 29949748

A Data Driven Model for Predicting RNA-Protein Interactions based on Gradient Boosting Machine.

RNA protein interactions (RPI) play a pivotal role in the regulation of various biological processes...

Jun 2018 29934510

Multi-Factored Gene-Gene Proximity Measures Exploiting Biological Knowledge Extracted from Gene Ontology: Application in Gene Clustering.

To describe the cellular functions of proteins and genes, a potential dynamic vocabulary is Gene Ont...

Jun 2018 29994130

Epigenetic machine learning: utilizing DNA methylation patterns to predict spastic cerebral palsy.

BACKGROUND: Spastic cerebral palsy (CP) is a leading cause of physical disability. Most people with ...

Jun 2018 29925314

Computational design of thermostabilizing point mutations for G protein-coupled receptors.

Engineering of GPCR constructs with improved thermostability is a key for successful structural and ...

Jun 2018 29927385

Road screening and distribution route multi-objective robust optimization for hazardous materials based on neural network and genetic algorithm.

Route optimization of hazardous materials transportation is one of the basic steps in ensuring the s...

Jun 2018 29927981

An Intelligent Parkinson's Disease Diagnostic System Based on a Chaotic Bacterial Foraging Optimization Enhanced Fuzzy KNN Approach.

Parkinson's disease (PD) is a common neurodegenerative disease, which has attracted more and more at...

Jun 2018 30034509

Advances in the computational and molecular understanding of the prostate cancer cell nucleus.

Nuclear alterations are a hallmark of many types of cancers, including prostate cancer (PCa). Recent...

Jun 2018 29923622

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