Genetics

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

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Showing 3676-3696 of 11,104 articles
Efficient Generation of Paired Single-Cell Multiomics Profiles by Deep Learning.

Recent advances in single-cell sequencing technology have made it possible to measure multiple paire...

Apr 2023 37114830
Preliminary evaluation of deep learning for first-line diagnostic prediction of tumor mutational status.

The detection of tumour gene mutations by DNA or RNA sequencing is crucial for the prescription of e...

Apr 2023 37117277
Modular reconfiguration of DNA origami assemblies using tile displacement.

The power of natural evolution lies in the adaptability of biological organisms but is constrained b...

Apr 2023 37099635
Reconfigurable self-assembled DNA devices.

Modular reconfigurable systems can be achieved with DNA origami, demonstrating the potential to gene...

Apr 2023 37099637
Analysis of cardiac single-cell RNA-sequencing data can be improved by the use of artificial-intelligence-based tools.

Single-cell RNA sequencing (scRNAseq) enables researchers to identify and characterize populations a...

Apr 2023 37100826
MutBLESS: A tool to identify disease-prone sites in cancer using deep learning.

Understanding the molecular basis and impact of mutations at different stages of cancer are long-sta...

Apr 2023 37105446
Fast, accurate antibody structure prediction from deep learning on massive set of natural antibodies.

Antibodies have the capacity to bind a diverse set of antigens, and they have become critical therap...

Apr 2023 37185622
Modulation of DNA-protein Interactions by Proximal Genetic Elements as Uncovered by Interpretable Deep Learning.

Transcription factors (TF) recognize specific motifs in the genome that are typically 6-12 bp long t...

Apr 2023 37100167
m5U-SVM: identification of RNA 5-methyluridine modification sites based on multi-view features of physicochemical features and distributed representation.

BACKGROUND: RNA 5-methyluridine (m5U) modifications are obtained by methylation at the C position of...

Apr 2023 37095510
Rapid viral metagenomics using SMART-9N amplification and nanopore sequencing.

Emerging and re-emerging viruses are a global health concern. Genome sequencing as an approach for m...

Apr 2023 37224315
Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning.

Gene mutation detection is usually carried out by molecular biological methods, which is expensive a...

Apr 2023 37126973
Deep learning for optimization of protein expression.

Advances in high-throughput DNA synthesis and sequencing have fuelled the use of massively parallel ...

Apr 2023 37087839
A scoping review on deep learning for next-generation RNA-Seq. data analysis.

In the last decade, transcriptome research adopting next-generation sequencing (NGS) technologies ha...

Apr 2023 37084004
Machine Learning Predicts the Oxidative Stress Subtypes Provide an Innovative Insight into Colorectal Cancer.

So far, it has been reached the academic consensus that the molecular subtypes are via genomic heter...

Apr 2023 37122535
Automatic sex estimation using deep convolutional neural network based on orthopantomogram images.

Sex estimation is very important in forensic applications as part of individual identification. Morp...

Apr 2023 37094502
Validation of genetic variants from NGS data using deep convolutional neural networks.

Accurate somatic variant calling from next-generation sequencing data is one most important tasks in...

Apr 2023 37081386
Coupling machine learning and epidemiological modelling to characterise optimal fungicide doses when fungicide resistance is partial or quantitative.

Increasing fungicide dose tends to lead to better short-term control of plant diseases. However, hig...

Apr 2023 37073520
Sequence similarity governs generalizability of de novo deep learning models for RNA secondary structure prediction.

Making no use of physical laws or co-evolutionary information, de novo deep learning (DL) models for...

Apr 2023 37068100
Updates of precision medicine in type 2 diabetes.

Diabetes mellitus is prevalent worldwide and affects 1 in 10 adults. Despite the successful developm...

Apr 2023 38550950
Automatic extraction of ranked SNP-phenotype associations from text using a BERT-LSTM-based method.

Extraction of associations of singular nucleotide polymorphism (SNP) and phenotypes from biomedical ...

Apr 2023 37046202
Identification of DNA-binding proteins by Kernel Sparse Representation via L-matrix norm.

An understanding of DNA-binding proteins is helpful in exploring the role that proteins play in cell...

Apr 2023 37060772
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