Genetics

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

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Phenotypic antibiotic resistance prediction using antibiotic resistance genes and machine learning models in Mannheimia haemolytica.

Mannheimia haemolytica is one of the most common causative agents of bovine respiratory disease (BRD...

(1)
Jan 2025 39799717
Understanding the impacts of drought on peanuts L.): exploring physio-genetic mechanisms to develop drought-resilient peanut cultivars.

Peanut is a vital source of protein, particularly in the tropical regions of Asian and African count...

Jan 2025 39845184
Diagnostic and prognostic perspectives of Fabry disease via fiber evanescent wave spectroscopy advanced by machine learning.

Fabry disease (FD) is a rare disorder resulting from a genetic mutation characterized by the accumul...

(1)
Jan 2025 39808991
ARGai 1.0: A GAN augmented in silico approach for identifying resistant genes and strains in E. coli using vision transformer.

The emergence of infectious disease and antibiotic resistance in bacteria like Escherichia coli (E. ...

(1)
Jan 2025 39813877
SProtFP: a machine learning-based method for functional classification of small ORFs in prokaryotes.

Small proteins (≤100 amino acids) play important roles across all life forms, ranging from unicellul...

(2)
Jan 2025 39781515
PathInHydro, a Set of Machine Learning Models to Identify Unbinding Pathways of Gas Molecules in [NiFe] Hydrogenases.

Machine learning (ML) is a powerful tool for the automated data analysis of molecular dynamics (MD) ...

(2)
Jan 2025 39764769
Enhanced Sampling Simulations of RNA-Peptide Binding Using Deep Learning Collective Variables.

Enhanced sampling (ES) simulations of biomolecular recognition, such as binding small molecules to p...

Jan 2025 39772512
Uncovering the epigenetic regulatory clues of PRRT1 in Alzheimer's disease: a strategy integrating multi-omics analysis with explainable machine learning.

BACKGROUND: Alzheimer's disease (AD) is a complex neurodegenerative disorder with a largely unexplor...

(3)
Jan 2025 39773540
Multi-scale feature fusion of deep convolutional neural networks on cancerous tumor detection and classification using biomedical images.

In the present scenario, cancerous tumours are common in humans due to major changes in nearby envir...

Jan 2025 39774273
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...

(1)
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
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
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...

(1)
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 ...

(2)
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...

(2)
Jan 2025 39753616
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