Genetics

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

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Showing 2668-2688 of 11,092 articles
Advancing precision and personalized breast cancer treatment through multi-omics technologies.

Breast cancer is the most common malignant tumour in women, with more than 685,000 women dying of br...

Dec 2024 39803662
Subspace learning using low-rank latent representation learning and perturbation theorem: Unsupervised gene selection.

In recent years, gene expression data analysis has gained growing significance in the fields of mach...

Dec 2024 39675215
Fuzzy-Based Identification of Transition Cells to Infer Cell Trajectory for Single-Cell Transcriptomics.

With the continuous evolution of single-cell RNA sequencing technology, it has become feasible to re...

Dec 2024 39670822
Metabolic Fluxes Using Deep Learning Based on Enzyme Variations: .

Metabolic pathway modeling, essential for understanding organism metabolism, is pivotal in predictin...

Dec 2024 39769154
extract in combination with lytic phage cocktails: a promising therapeutic approach against biofilms of multi-drug resistant .

Antimicrobial resistance (AMR) poses a significant global threat to public health systems, rendering...

Dec 2024 39734413
Harnessing lactic acid bacteria for nicotinamide mononucleotide biosynthesis: a review of strategies and future directions.

Nicotinamide mononucleotide (NMN), one of the crucial precursors of nicotinamide adenine dinucleotid...

Dec 2024 39735184
Multimodal Alzheimer's disease classification through ensemble deep random vector functional link neural network.

Alzheimer's disease (AD) is a condition with a complex pathogenesis, sometimes hereditary, character...

Dec 2024 39896355
Synthetic biology and artificial intelligence in crop improvement.

Synthetic biology plays a pivotal role in improving crop traits and increasing bioproduction through...

Dec 2024 39668563
Identification, characterization, and design of plant genome sequences using deep learning.

Due to its excellent performance in processing large amounts of data and capturing complex non-linea...

Dec 2024 39666835
TExCNN: Leveraging Pre-Trained Models to Predict Gene Expression from Genomic Sequences.

BACKGROUND/OBJECTIVES: Understanding the relationship between DNA sequences and gene expression leve...

Dec 2024 39766860
The native Iranian soil bacteria with high potential to produce extracellular methionine gamma-lyase.

This study aimed to screen native methionine gamma-lyase (L-methioninase) producing bacteria from so...

Dec 2024 39726960
The significance of long chain non-coding RNA signature genes in the diagnosis and management of sepsis patients, and the development of a prediction model.

BACKGROUND: Sepsis is a life-threatening organ dysfunction condition produced by dysregulation of th...

Dec 2024 39735547
Mapping the functional network of human cancer through machine learning and pan-cancer proteogenomics.

Large-scale omics profiling has uncovered a vast array of somatic mutations and cancer-associated pr...

Dec 2024 39663389
Role of artificial intelligence in cancer detection using protein p53: A Review.

Normal cell development and prevention of tumor formation rely on the tumor-suppressor protein p53. ...

Dec 2024 39658610
Towards AI-designed genomes using a variational autoencoder.

Genomes encode elaborate networks of genes whose products must seamlessly interact to support living...

Dec 2024 39657811
A Multi-Task Deep Feature Selection Method for Brain Imaging Genetics.

Using brain imaging quantitative traits (QTs) for identifying genetic risk factors is an important r...

Dec 2024 37432805
Transcription Factor Binding Site Prediction Using CnNet Approach.

Controlling the gene expression is the most important development in a living organism, which makes ...

Dec 2024 38848239
Ense-i6mA: Identification of DNA N-Methyladenine Sites Using XGB-RFE Feature Selection and Ensemble Machine Learning.

DNA N-methyladenine (6mA) is an important epigenetic modification that plays a vital role in various...

Dec 2024 38949938
GenoM7GNet: An Efficient N-Methylguanosine Site Prediction Approach Based on a Nucleotide Language Model.

N-methylguanosine (m7G), one of the mainstream post-transcriptional RNA modifications, occupies an e...

Dec 2024 39302806
An End-to-End Knowledge Graph Fused Graph Neural Network for Accurate Protein-Protein Interactions Prediction.

Protein-protein interactions (PPIs) are essential to understanding cellular mechanisms, signaling ne...

Dec 2024 39446541
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