Genetics

Genetics

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

11,138 articles

Subcategories: Genetics

Showing 5629-5649 of 11,138 articles

GeNets: a unified web platform for network-based genomic analyses.

Functional genomics networks are widely used to identify unexpected pathway relationships in large g...

Jun 2018 29915188

Learning a single-hidden layer feedforward neural network using a rank correlation-based strategy with application to high dimensional gene expression and proteomic spectra datasets in cancer detection.

Methods based on microarrays (MA), mass spectrometry (MS), and machine learning (ML) algorithms have...

Jun 2018 29890313

Protein-Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine.

Predicting the protein-protein interactions (PPIs) has played an important role in many applications...

Jun 2018 29994278

A Nasal Brush-based Classifier of Asthma Identified by Machine Learning Analysis of Nasal RNA Sequence Data.

Asthma is a common, under-diagnosed disease affecting all ages. We sought to identify a nasal brush-...

Jun 2018 29891868

Cancer Drug Response Profile scan (CDRscan): A Deep Learning Model That Predicts Drug Effectiveness from Cancer Genomic Signature.

In the era of precision medicine, cancer therapy can be tailored to an individual patient based on t...

Jun 2018 29891981

A Cascaded Deep Convolutional Neural Network for Joint Segmentation and Genotype Prediction of Brainstem Gliomas.

GOAL: Automatic segmentation of brainstem gliomas and prediction of genotype (H3 K27M) mutation stat...

Jun 2018 29993462

Improving efficiency in convolutional neural networks with multilinear filters.

The excellent performance of deep neural networks has enabled us to solve several automatization pro...

Jun 2018 29920430

Plasminogen activator inhibitor-1 is associated with the metabolism and development of advanced colonic polyps.

Implications of plasminogen activator inhibitor-1 (PAI-1) in colonic polyps remain elusive. A prospe...

Jun 2018 30670154

Leveraging multiple gene networks to prioritize GWAS candidate genes via network representation learning.

Genome-wide association studies (GWAS) have successfully discovered a number of disease-associated g...

Jun 2018 29874547

Land cover classification from multi-temporal, multi-spectral remotely sensed imagery using patch-based recurrent neural networks.

Environmental sustainability research is dependent on accurate land cover information. Even with the...

Jun 2018 29933156

Genome-wide prediction of cis-regulatory regions using supervised deep learning methods.

BACKGROUND: In the human genome, 98% of DNA sequences are non-protein-coding regions that were previ...

May 2018 29855387

Evaluation of computational techniques for predicting non-synonymous single nucleotide variants pathogenicity.

The human genetic diseases associated with many factors, one of these factors is the non-synonymous ...

May 2018 29842949

Functional Annotation of Proteins Encoded by the Minimal Bacterial Genome Based on Secondary Structure Element Alignment.

In synthetic biology, one of the key focuses is building a minimal artificial cell which can provide...

May 2018 29757649

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GeNets: a unified web platform for network-based genomic analyses.

Learning a single-hidden layer feedforward neural network using a rank correlation-based strategy with application to high dimensional gene expression and proteomic spectra datasets in cancer detection.

Protein-Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine.

A Nasal Brush-based Classifier of Asthma Identified by Machine Learning Analysis of Nasal RNA Sequence Data.

Cancer Drug Response Profile scan (CDRscan): A Deep Learning Model That Predicts Drug Effectiveness from Cancer Genomic Signature.

A Cascaded Deep Convolutional Neural Network for Joint Segmentation and Genotype Prediction of Brainstem Gliomas.

Improving efficiency in convolutional neural networks with multilinear filters.

Plasminogen activator inhibitor-1 is associated with the metabolism and development of advanced colonic polyps.

Leveraging multiple gene networks to prioritize GWAS candidate genes via network representation learning.

Land cover classification from multi-temporal, multi-spectral remotely sensed imagery using patch-based recurrent neural networks.

Genome-wide prediction of cis-regulatory regions using supervised deep learning methods.

Evaluation of computational techniques for predicting non-synonymous single nucleotide variants pathogenicity.

Functional Annotation of Proteins Encoded by the Minimal Bacterial Genome Based on Secondary Structure Element Alignment.

A DNA Nanorobot Uprises against Cancer.

Automatic Cone Photoreceptor Localisation in Healthy and Stargardt Afflicted Retinas Using Deep Learning.

DPP-PseAAC: A DNA-binding protein prediction model using Chou's general PseAAC.

Machine learning: a useful radiological adjunct in determination of a newly diagnosed glioma's grade and IDH status.

Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas.

Machine learning identifies signatures of host adaptation in the bacterial pathogen Salmonella enterica.

Linking of single-molecule experiments with molecular dynamics simulations by machine learning.

Leveraging knowledge engineering and machine learning for microbial bio-manufacturing.

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