Genetics

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

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Showing 3823-3843 of 11,675 articles
Analysis of diagnostic genes and molecular mechanisms of Crohn's disease and colon cancer based on machine learning algorithms.

Crohn's disease (CD) is a chronic inflammatory bowel condition, and colon adenocarcinoma (COAD), as ...

Dec 2024 39738398
Using genomic data and machine learning to predict antibiotic resistance: A tutorial paper.

Antibiotic resistance is a global public health concern. Bacteria have evolved resistance to most an...

Dec 2024 39775233
Systematic benchmarking of deep-learning methods for tertiary RNA structure prediction.

The 3D structure of RNA critically influences its functionality, and understanding this structure is...

Dec 2024 39775239
An appropriate DNA input for bisulfite conversion reveals LINE-1 and Alu hypermethylation in tissues and circulating cell-free DNA from cancers.

The autonomous and active Long-Interspersed Element-1 (LINE-1, L1) and the non-autonomous Alu retrot...

Dec 2024 39775734
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...

(2)
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...

(3)
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 ...

(1)
Dec 2024 39839345
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...

(2)
Dec 2024 39719572
Advancing Regulatory Genomics With Machine Learning.

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

(2)
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...

(1)
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
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