Genetics

Genetics

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

11,273 articles

Subcategories: Genetics

Showing 8800-8820 of 11,273 articles

SVPath: an accurate pipeline for predicting the pathogenicity of human exon structural variants.

Although there are a large number of structural variations in the chromosomes of each individual, th...

Mar 2022 35180781

Deep learning-based identification of genetic variants: application to Alzheimer's disease classification.

Deep learning is a promising tool that uses nonlinear transformations to extract features from high-...

Mar 2022 35183061

BERT6mA: prediction of DNA N6-methyladenine site using deep learning-based approaches.

N6-methyladenine (6mA) is associated with important roles in DNA replication, DNA repair, transcript...

Mar 2022 35225328

[Research progress of micronucleus visualization analysis and artificial intelligence detection strategy].

The micronucleomics test can comprehensively display a variety of harmful endpoints, such as DNA dam...

Mar 2022 35381665

DeepSVP: integration of genotype and phenotype for structural variant prioritization using deep learning.

MOTIVATION: Structural genomic variants account for much of human variability and are involved in se...

Mar 2022 34951628

A deep learning framework for characterization of genotype data.

Dimensionality reduction is a data transformation technique widely used in various fields of genomic...

Mar 2022 35078229

[Artificial intelligence-based fluorescence method versus traditional flow cytometry in detection of sperm DNA fragmentation index].

OBJECTIVE: To compare the result of the artificial intelligence (AI) recognition-based fluorescence ...

Mar 2022 37462961

Universal encoding of pan-cancer histology by deep texture representations.

Cancer histological images contain rich biological and clinical information, but quantitative repres...

Mar 2022 35235802

Diffractive deep neural network adjoint assist or (DNA): a fast and efficient nonlinear diffractive neural network implementation.

The recent advent of diffractive deep neural networks or DNNs has opened new avenues for the design ...

Feb 2022 35299506

[Unsupervised deep learning for identifying the O -carboxymethyl guanine by nanopore sequencing].

O -carboxymethyl guanine(O -CMG) is a highly mutagenic alkylation product of DNA that causes gastroi...

Feb 2022 35231975

UFold: fast and accurate RNA secondary structure prediction with deep learning.

For many RNA molecules, the secondary structure is essential for the correct function of the RNA. Pr...

Feb 2022 34792173

Deeplasmid: deep learning accurately separates plasmids from bacterial chromosomes.

Plasmids are mobile genetic elements that play a key role in microbial ecology and evolution by medi...

Feb 2022 34871418

DeepMP: a deep learning tool to detect DNA base modifications on Nanopore sequencing data.

MOTIVATION: DNA methylation plays a key role in a variety of biological processes. Recently, Nanopor...

Feb 2022 34718417

HDMC: a novel deep learning-based framework for removing batch effects in single-cell RNA-seq data.

MOTIVATION: With the development of single-cell RNA sequencing (scRNA-seq) techniques, increasingly ...

Feb 2022 34864918

Automated classification of cytogenetic abnormalities in hematolymphoid neoplasms.

MOTIVATION: Algorithms for classifying chromosomes, like convolutional deep neural networks (CNNs), ...

Feb 2022 34874998

Automated extraction of genes associated with antibiotic resistance from the biomedical literature.

The detection of bacterial antibiotic resistance phenotypes is important when carrying out clinical ...

Jan 2022 35134132

Uncertainty-aware and interpretable evaluation of Cas9-gRNA and Cas12a-gRNA specificity for fully matched and partially mismatched targets with Deep Kernel Learning.

The choice of guide RNA (gRNA) for CRISPR-based gene targeting is an essential step in gene editing ...

Jan 2022 34791389

A functional module states framework reveals transcriptional states for drug and target prediction.

Cells are complex systems in which many functions are performed by different genetically defined and...

Jan 2022 35045296

A comparison of deep learning-based pre-processing and clustering approaches for single-cell RNA sequencing data.

The emergence of single cell RNA sequencing has facilitated the studied of genomes, transcriptomes a...

Jan 2022 34472590

DeepLncLoc: a deep learning framework for long non-coding RNA subcellular localization prediction based on subsequence embedding.

Long non-coding RNAs (lncRNAs) are a class of RNA molecules with more than 200 nucleotides. A growin...

Jan 2022 34498677

DeepMotifSyn: a deep learning approach to synthesize heterodimeric DNA motifs.

The cooperativity of transcription factors (TFs) is a widespread phenomenon in the gene regulation s...

Jan 2022 34524404

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