Genetics

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

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Showing 148-168 of 10,326 articles
Identifying the crucial oncogenic mechanisms of DDX56 based on a machine learning-based integration model of RNA-binding proteins.

RNA-binding proteins (RBPs) play a fundamental role in cellular metabolism, with their disturbance l...

Shared pathogenic mechanisms linking obesity and idiopathic pulmonary fibrosis revealed by bioinformatics and in vivo validation.

Previous studies have suggested a potential correlation between obesity and idiopathic pulmonary fib...

Identification of CTSK as a TLR-related critical biomarker in liver cirrhosis via integrative bioinformatics and pathological characterization.

Liver cirrhosis (LC) is a common chronic disease worldwide with a poor prognosis, and its pathogenes...

Multi-tissue Methylation Analysis of Alzheimer's Disease: Insights into Pathways, Modules, and Key Genes.

DNA methylation plays a crucial role in the onset and progression of Alzheimer's disease (AD). Genom...

DNA Methylation Recognition Using Hybrid Deep Learning with Dual Nucleotide Visualization Fusion Feature Encoding.

While many machine and deep learning methods have been developed for predicting different types of D...

A comprehensive machine learning for high throughput Tuberculosis sequence analysis, functional annotation, and visualization.

With human guidance, computers now use machine learning (ML) in artificial intelligence (AI) to lear...

Hybrid genetic algorithm and deep learning techniques for advanced side-channel attacks.

In recent years, deep learning-based profiling methods have significantly advanced side-channel anal...

Deep learning-based high-resolution time inference for deciphering dynamic gene regulation from fixed embryos.

Embryo development is driven by the spatiotemporal dynamics of complex gene regulatory networks. Unc...

A Device for Computer Vision Analysis of Fungal Features Outperforms Quantitative Manual Microscopy by Experts in Discerning a Host Resistance Locus.

Accurate, quantitative phenotyping aids in the discovery of quantitative trait loci, particularly th...

Prediction of pathogenic mutations in human transmembrane proteins and their associated diseases via utilizing pre-trained Bio-LLMs.

Missense mutations can disrupt the structure and function of membrane proteins, potentially impairin...

APOE ε4 carriers share immune-related proteomic changes across neurodegenerative diseases.

The APOE ε4 genetic variant is the strongest genetic risk factor for late-onset Alzheimer's disease ...

A high-throughput screening method for selecting feature SNPs to evaluate breed diversity and infer ancestry.

As the scale of deep whole-genome sequencing (WGS) data has grown exponentially, hundreds of million...

Foundation models: the next level of AI in ART.

Artificial intelligence (AI) in ART has traditionally employed narrow, task-specific models for proc...

Dynamic modifications of circular RNAs drive oncogenesis.

Circular RNAs (circRNAs) are a class of covalently closed non-coding RNAs that regulate the progress...

How large is the universe of RNA-like motifs? A clustering analysis of RNA graph motifs using topological descriptors.

Identifying novel and functional RNA structures remains a significant challenge in RNA motif design ...

The evolution of prenatal Whole Exome Sequencing: from cytogenetics to precision medicine.

Prenatal genetic diagnostics have undergone a remarkable transformation, progressing from early cyto...

Identification and experimental validation of BMX as a crucial PANoptosis‑related gene for immune response in Spinal Cord Injury.

Spinal cord injury (SCI) is a debilitating neurological condition that severely impacts motor, senso...

Evaluating the representational power of pre-trained DNA language models for regulatory genomics.

BACKGROUND: The emergence of genomic language models (gLMs) offers an unsupervised approach to learn...

Integrating AI and CRISPR Cas13a for rapid detection of tomato brown rugose fruit virus.

The Tomato Brown Rugose Fruit Virus (ToBRFV) has recently emerged as a serious threat to global toma...

Identifying DNA methylation types and methylated base positions from bacteria using nanopore sequencing with multi-scale neural network.

MOTIVATION: DNA methylation plays important roles in various cellular physiological processes in bac...

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