Genetics

Genetics

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

11,117 articles

Subcategories: Genetics

Showing 4852-4872 of 11,117 articles

lncRNAKB, a knowledgebase of tissue-specific functional annotation and trait association of long noncoding RNA.

Long non-coding RNA Knowledgebase (lncRNAKB) is an integrated resource for exploring lncRNA biology ...

Oct 2020 33020484

Machine Learning to Improve the Sensing of Biomolecules by Conical Track-Etched Nanopore.

Single nanopore is a powerful platform to detect, discriminate and identify biomacromolecules. Among...

Oct 2020 33028025

Deep neural network improves the estimation of polygenic risk scores for breast cancer.

Polygenic risk scores (PRS) estimate the genetic risk of an individual for a complex disease based o...

Oct 2020 33009504

Recent advances on the machine learning methods in predicting ncRNA-protein interactions.

Recent transcriptomics and bioinformatics studies have shown that ncRNAs can affect chromosome struc...

Oct 2020 33006667

A Novel Strategy for the Development of Vaccines for SARS-CoV-2 (COVID-19) and Other Viruses Using AI and Viral Shell Disorder.

A model that predicts levels of coronavirus (CoV) respiratory and fecal-oral transmission potentials...

Oct 2020 33006287

Metabolic pathway inference using multi-label classification with rich pathway features.

Metabolic inference from genomic sequence information is a necessary step in determining the capacit...

Oct 2020 33001968

The application of deep learning for the classification of correct and incorrect SNP genotypes from whole-genome DNA sequencing pipelines.

A downside of next-generation sequencing technology is the high technical error rate. We built a too...

Sep 2020 32996082

Characterizing CDK12-Mutated Prostate Cancers.

PURPOSE: Cyclin-dependent kinase 12 (CDK12) aberrations have been reported as a biomarker of respons...

Sep 2020 32988971

Deep learning of immune cell differentiation.

Although we know many sequence-specific transcription factors (TFs), how the DNA sequence of cis-reg...

Sep 2020 32978299

Genome-wide association study-based deep learning for survival prediction.

Informative and accurate survival prediction with individualized dynamic risk profiles over time is ...

Sep 2020 32974946

LncMirNet: Predicting LncRNA-miRNA Interaction Based on Deep Learning of Ribonucleic Acid Sequences.

Long non-coding RNA (LncRNA) and microRNA (miRNA) are both non-coding RNAs that play significant reg...

Sep 2020 32977679

Identification of risk features for complication in Gaucher's disease patients: a machine learning analysis of the Spanish registry of Gaucher disease.

BACKGROUND: Since enzyme replacement therapy for Gaucher disease (MIM#230800) has become available, ...

Sep 2020 32962737

Machine Learning-Based DNA Methylation Score for Fetal Exposure to Maternal Smoking: Development and Validation in Samples Collected from Adolescents and Adults.

BACKGROUND: Fetal exposure to maternal smoking during pregnancy is associated with the development o...

Sep 2020 32930613

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lncRNAKB, a knowledgebase of tissue-specific functional annotation and trait association of long noncoding RNA.

Machine Learning to Improve the Sensing of Biomolecules by Conical Track-Etched Nanopore.

Deep neural network improves the estimation of polygenic risk scores for breast cancer.

Recent advances on the machine learning methods in predicting ncRNA-protein interactions.

A Novel Strategy for the Development of Vaccines for SARS-CoV-2 (COVID-19) and Other Viruses Using AI and Viral Shell Disorder.

Metabolic pathway inference using multi-label classification with rich pathway features.

The application of deep learning for the classification of correct and incorrect SNP genotypes from whole-genome DNA sequencing pipelines.

Characterizing CDK12-Mutated Prostate Cancers.

Deep learning of immune cell differentiation.

Genome-wide association study-based deep learning for survival prediction.

LncMirNet: Predicting LncRNA-miRNA Interaction Based on Deep Learning of Ribonucleic Acid Sequences.

Identification of risk features for complication in Gaucher's disease patients: a machine learning analysis of the Spanish registry of Gaucher disease.

A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity.

Keeping up with the genomes: efficient learning of our increasing knowledge of the tree of life.

Amplification Curve Analysis: Data-Driven Multiplexing Using Real-Time Digital PCR.

Short k-mer abundance profiles yield robust machine learning features and accurate classifiers for RNA viruses.

Evaluating the informativeness of deep learning annotations for human complex diseases.

CORENup: a combination of convolutional and recurrent deep neural networks for nucleosome positioning identification.

DeepHE: Accurately predicting human essential genes based on deep learning.

Deep learning based feature-level integration of multi-omics data for breast cancer patients survival analysis.

Machine Learning-Based DNA Methylation Score for Fetal Exposure to Maternal Smoking: Development and Validation in Samples Collected from Adolescents and Adults.

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