Genetics

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

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Showing 2626-2646 of 11,092 articles
A Robust and Efficient Representation-based DNA Storage Architecture by Deep Learning.

As one main form of multimedia data, images play a critical role in various applications. In this pa...

Dec 2024 40114483
Multiomics integration and machine learning reveal prognostic programmed cell death signatures in gastric cancer.

Gastric cancer (GC) is characterized by notable heterogeneity and the impact of molecular subtypes o...

Dec 2024 39730893
Application of deep learning models on single-cell RNA sequencing analysis uncovers novel markers of double negative T cells.

Double negative T (DNT) cells are a unique subset of CD3 + TCRαβ + T lymphocytes that lack CD4, CD8,...

Dec 2024 39732739
Novel anoikis-related diagnostic biomarkers for aortic dissection based on machine learning.

Aortic dissection (AD) is one of the most dangerous diseases of the cardiovascular system, which is ...

Dec 2024 39732886
Phenotype prediction in plants is improved by integrating large-scale transcriptomic datasets.

Research on the dynamic expression of genes in plants is important for understanding different biolo...

Dec 2024 39735343
Hypothesis generation for rare and undiagnosed diseases through clustering and classifying time-versioned biological ontologies.

Rare diseases affect 1-in-10 people in the United States and despite increased genetic testing, up t...

Dec 2024 39724242
Predicting RNA structure and dynamics with deep learning and solution scattering.

Advanced deep learning and statistical methods can predict structural models for RNA molecules. Howe...

Dec 2024 39722452
Predicting candidate biomarkers for COVID-19 associated with leukemia in children.

Since the COVID-19 pandemic, a significant number of pediatric leukemia patients have shown to have ...

Dec 2024 39839345
LevSeq: Rapid Generation of Sequence-Function Data for Directed Evolution and Machine Learning.

Sequence-function data provides valuable information about the protein functional landscape but is r...

Dec 2024 39719062
Identifying human activities causing water pollution based on microbial community sequencing and source classifier machine learning.

Identifying and differentiating human activities is crucial for effectively preventing the threats p...

Dec 2024 39740270
Data-driven discovery of the interplay between genetic and environmental factors in bacterial growth.

A complex interplay of genetic and environmental factors influences bacterial growth. Understanding ...

Dec 2024 39719455
Optimizing sequence data analysis using convolution neural network for the prediction of CNV bait positions.

BACKGROUND: Accurate prediction of copy number variations (CNVs) from targeted capture next-generati...

Dec 2024 39719572
Advancing Regulatory Genomics With Machine Learning.

In recent years, several machine learning (ML) approaches have been proposed to predict gene express...

Dec 2024 39735654
ShinyGS-a graphical toolkit with a serial of genetic and machine learning models for genomic selection: application, benchmarking, and recommendations.

Genomic prediction is a powerful approach for improving genetic gain and shortening the breeding cyc...

Dec 2024 39777081
Urinary TYROBP and HCK as genetic biomarkers for non-invasive diagnosis and therapeutic targeting in IgA nephropathy.

BACKGROUND: IgA nephropathy (IgAN) is a leading cause of renal failure, but its pathogenesis remains...

Dec 2024 39777260
Liquid biopsy for Renal Cell Carcinoma: A comprehensive review of techniques, applications, and future prospects.

Liquid biopsy techniques have developed rapidly in recent years and demonstrated success in cancer d...

Dec 2024 39886007
Predicting the infecting dengue serotype from antibody titre data using machine learning.

The development of a safe and efficacious vaccine that provides immunity against all four dengue vir...

Dec 2024 39715263
Machine learning methods for predicting essential metabolic genes from Plasmodium falciparum genome-scale metabolic network.

Essential genes are those whose presence is vital for a cell's survival and growth. Detecting these ...

Dec 2024 39715240
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