Genetics

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

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Showing 3676-3696 of 11,675 articles
Identifying RNA-small Molecule Binding Sites Using Geometric Deep Learning with Language Models.

RNAs are emerging as promising therapeutic targets, yet identifying small molecules that bind to the...

(1)
Feb 2025 39961524
Cloning, Characterization, and Computer-Aided Evolution of a Thermostable Laccase of the DUF152 Family From Klebsiella michiganensis.

Bacterial laccases exhibit relatively high optimal reaction temperatures and possess a broad substra...

(1)
Feb 2025 39950717
A deep-learning model for predicting tyrosine kinase inhibitor response from histology in gastrointestinal stromal tumor.

Over 90% of gastrointestinal stromal tumors (GISTs) harbor mutations in KIT or PDGFRA that can predi...

Feb 2025 39950223
Interpretable AI for inference of causal molecular relationships from omics data.

The discovery of molecular relationships from high-dimensional data is a major open problem in bioin...

Feb 2025 39951525
A Perspective on Artificial Intelligence for Molecular Pathologists.

The widespread adoption of next-generation sequencing technology in molecular pathology has enabled ...

Feb 2025 39954999
Integrating single-cell sequencing and machine learning to uncover the role of mitophagy in subtyping and prognosis of esophageal cancer.

Globally, esophageal cancer stands as a prominent contributor to cancer-related fatalities, distingu...

(2)
Feb 2025 39948301
Functionally characterizing obesity-susceptibility genes using CRISPR/Cas9, in vivo imaging and deep learning.

Hundreds of loci have been robustly associated with obesity-related traits, but functional character...

Feb 2025 39948378
Reliability-enhanced data cleaning in biomedical machine learning using inductive conformal prediction.

Accurately labeling large datasets is important for biomedical machine learning yet challenging whil...

(1)
Feb 2025 39946419
Interpretable deep learning of single-cell and epigenetic data reveals novel molecular insights in aging.

Deep learning (DL) and explainable artificial intelligence (XAI) have emerged as powerful machine-le...

(1)
Feb 2025 39934290
Comparing statistical learning methods for complex trait prediction from gene expression.

Accurate prediction of complex traits is an important task in quantitative genetics. Genotypes have ...

Feb 2025 39932918
Deep learning for RNA structure prediction.

Predicting RNA structures from sequences with computational approaches is of vital importance in RNA...

(1)
Feb 2025 39933218
Machine learning-enhanced surface-enhanced spectroscopic detection of polycyclic aromatic hydrocarbons in the human placenta.

The detection and identification of polycyclic aromatic hydrocarbons (PAHs) and their derivatives, p...

(1)
Feb 2025 39928861
Interpretable Dynamic Directed Graph Convolutional Network for Multi-Relational Prediction of Missense Mutation and Drug Response.

Tumor heterogeneity presents a significant challenge in predicting drug responses, especially as mis...

Feb 2025 39423073
Forecasting Epidemic Spread With Recurrent Graph Gate Fusion Transformers.

Predicting the unprecedented, nonlinear nature of COVID-19 presents a significant public health chal...

(3)
Feb 2025 39475731
Galactose-Induced Cataracts in Rats: A Machine Learning Analysis.

Rat models are widely used to study cataracts due to their cost-effectiveness and prominent physiol...

Feb 2025 40027191
HybProm: An attention-assisted hybrid CNN-BiLSTM model for the interpretable prediction of DNA promoter.

Promoter prediction is essential for analyzing gene structures, understanding regulatory networks, t...

Feb 2025 39929298
Unravelling single-cell DNA replication timing dynamics using machine learning reveals heterogeneity in cancer progression.

Genomic heterogeneity has largely been overlooked in single-cell replication timing (scRT) studies. ...

(1)
Feb 2025 39922809
Adaptive genetic algorithm based deep feature selector for cancer detection in lung histopathological images.

Cancer is a global health concern because of a significant mortality rate and a wide range of affect...

(1)
Feb 2025 39922836
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