Genetics

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

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Showing 2584-2604 of 11,092 articles
Deep Drug Synergy Prediction Network Using Modified Triangular Mutation-Based Differential Evolution.

Drug combination therapy is crucial in cancer treatment, but accurately predicting drug synergy rema...

Jan 2025 38498748
Partial-Label Contrastive Representation Learning for Fine-Grained Biomarkers Prediction From Histopathology Whole Slide Images.

In the domain of histopathology analysis, existing representation learning methods for biomarkers pr...

Jan 2025 39012745
Hierarchical Graph Transformer With Contrastive Learning for Gene Regulatory Network Inference.

Gene regulatory networks (GRNs) are crucial for understanding gene regulation and cellular processes...

Jan 2025 39401117
Applied pharmacogenetics to predict response to treatment of first psychotic episode: study protocol.

The application of personalized medicine in patients with first-episode psychosis (FEP) requires too...

Jan 2025 39839139
Plasma Epstein-Barr Virus DNA load for diagnostic and prognostic assessment in intestinal Epstein-Barr Virus infection.

BACKGROUND: The prospective application of plasma Epstein-Barr virus (EBV) DNA load as a noninvasive...

Jan 2025 39839261
Deep learning captures the effect of epistasis in multifactorial diseases.

BACKGROUND: Polygenic risk score (PRS) prediction is widely used to assess the risk of diagnosis and...

Jan 2025 39839630
Effects of feeding of vitamin C on embryonic development, hatching process, and chick rectal temperature of broiler embryos.

Maternal nutritional status plays a crucial role in embryonic development and has persistent effects...

Jan 2025 39840329
SequenceCraft: machine learning-based resource for exploratory analysis of RNA-cleaving deoxyribozymes.

BACKGROUND: Deoxyribozymes or DNAzymes represent artificial short DNA sequences bearing many catalyt...

Jan 2025 39762738
Identification of key genes affecting intramuscular fat deposition in pigs using machine learning models.

Intramuscular fat (IMF) is an important indicator for evaluating meat quality. Transcriptome sequenc...

Jan 2025 39834552
High performance COVID-19 screening using machine learning.

Since the World Health Organization declared the Coronavirus Disease 2019 (COVID-19) pandemic as an ...

Jan 2025 39812189
Mind the Gap: A Neural Network Framework for Imputing Genotypes in Non-Model Species.

Reduced representation sequencing (RRS) has proven to be a cost-effective solution for sequencing su...

Jan 2025 39749403
Transcriptomic profiling and machine learning reveal novel RNA signatures for enhanced molecular characterization of Hashimoto's thyroiditis.

While ultrasonography effectively diagnoses Hashimoto's thyroiditis (HT), exploring its transcriptom...

Jan 2025 39753616
Common biomarkers of idiopathic pulmonary fibrosis and systemic sclerosis based on WGCNA and machine learning.

Interstitial lung disease (ILD) is known to be a major complication of systemic sclerosis (SSc) and ...

Jan 2025 39753882
Metabolic reprogramming and macrophage expansion define ACPA-negative rheumatoid arthritis: insights from single-cell RNA sequencing.

BACKGROUND: Anti-citrullinated peptide antibodies (ACPA)-negative (ACPA-) rheumatoid arthritis (RA) ...

Jan 2025 39830504
Sulforaphane as a promising anti-caries agents: inhibitory effects on and caries control in a rat model.

Dental caries has been one of the most prevalent diseases globally over the last few decades, threat...

Jan 2025 39831123
Genomic language models: opportunities and challenges.

Large language models (LLMs) are having transformative impacts across a wide range of scientific fie...

Jan 2025 39753409
GSE: A global-local storage enhanced video object recognition model.

The presence of substantial similarities and redundant information within video data limits the perf...

Jan 2025 39778298
Deciphering Necroptosis-Associated Molecular Subtypes in Acute Ischemic Stroke Through Bioinformatics and Machine Learning Analysis.

Acute ischemic stroke (AIS) is a severe disorder characterized by complex pathophysiological process...

Jan 2025 39743646
A deep multiple instance learning framework improves microsatellite instability detection from tumor next generation sequencing.

Microsatellite instability (MSI) is a critical phenotype of cancer genomes and an FDA-recognized bio...

Jan 2025 39746944
ChromatinHD connects single-cell DNA accessibility and conformation to gene expression through scale-adaptive machine learning.

Gene regulation is inherently multiscale, but scale-adaptive machine learning methods that fully exp...

Jan 2025 39747019
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