Genetics

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

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Showing 3046-3066 of 11,092 articles
An interpretable machine learning-based cerebrospinal fluid proteomics clock for predicting age reveals novel insights into brain aging.

Machine learning can be used to create "biologic clocks" that predict age. However, organs, tissues,...

Jun 2024 38923730
scHolography: a computational method for single-cell spatial neighborhood reconstruction and analysis.

Spatial transcriptomics has transformed our ability to study tissue complexity. However, it remains ...

Jun 2024 38915088
The Applications of Artificial Intelligence (AI)-Driven Tools in Virus-Like Particles (VLPs) Research.

Viral-like particles (VLPs) represent versatile nanoscale structures mimicking the morphology and an...

Jun 2024 38904765
Characterization of the prevalence of Salmonella in different retail chicken supply modes using genome-wide and machine-learning analyses.

Salmonella is a foodborne pathogen that causes salmonellosis, of which retail chicken meat is a majo...

Jun 2024 39059904
Digital telomere measurement by long-read sequencing distinguishes healthy aging from disease.

Telomere length is an important biomarker of organismal aging and cellular replicative potential, bu...

Jun 2024 38890274
NNICE: a deep quantile neural network algorithm for expression deconvolution.

The composition of cell-type is a key indicator of health. Advancements in bulk gene expression data...

Jun 2024 38890415
A machine learning-based strategy to elucidate the identification of antibiotic resistance in bacteria.

Microorganisms, crucial for environmental equilibrium, could be destructive, resulting in detrimenta...

Jun 2024 39816256
Improving platelet-RNA-based diagnostics: a comparative analysis of machine learning models for cancer detection and multiclass classification.

Liquid biopsy demonstrates excellent potential in patient management by providing a minimally invasi...

Jun 2024 38887841
Dynamic Addressing Molecular Robot (DAMR): An Effective and Efficient Trial-and-Error Approach for the Analysis of Single Nucleotide Polymorphisms.

Accurate and efficient molecular recognition plays a crucial role in the fields of molecular detecti...

Jun 2024 38884120
A novel blood-based epigenetic biosignature in first-episode schizophrenia patients through automated machine learning.

Schizophrenia (SCZ) is a chronic, severe, and complex psychiatric disorder that affects all aspects ...

Jun 2024 38886359
Machine Learning-Assisted Direct RNA Sequencing with Epigenetic RNA Modification Detection via Quantum Tunneling.

RNA sequence information holds immense potential as a drug target for diagnosing various RNA-mediate...

Jun 2024 38874444
Big data and deep learning for RNA biology.

The exponential growth of big data in RNA biology (RB) has led to the development of deep learning (...

Jun 2024 38871816
Ultrasensitive plasma-based monitoring of tumor burden using machine-learning-guided signal enrichment.

In solid tumor oncology, circulating tumor DNA (ctDNA) is poised to transform care through accurate ...

Jun 2024 38877116
The Prediction of Recombination Hotspot Based on Automated Machine Learning.

Meiotic recombination plays a pivotal role in genetic evolution. Genetic variation induced by recomb...

Jun 2024 38871176
Artificial intelligence enables unified analysis of historical and landscape influences on genetic diversity.

While genetic variation in any species is potentially shaped by a range of processes, phylogeography...

Jun 2024 38871263
DCRELM: dual correlation reduction network-based extreme learning machine for single-cell RNA-seq data clustering.

Single-cell ribonucleic acid sequencing (scRNA-seq) is a high-throughput genomic technique that is u...

Jun 2024 38866896
Effective training of nanopore callers for epigenetic marks with limited labelled data.

Nanopore sequencing platforms combined with supervised machine learning (ML) have been effective at ...

Jun 2024 38862018
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