Genetics

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

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Showing 2521-2541 of 11,092 articles
KanCell: dissecting cellular heterogeneity in biological tissues through integrated single-cell and spatial transcriptomics.

KanCell is a deep learning model based on Kolmogorov-Arnold networks (KAN) designed to enhance cellu...

Jan 2025 39577768
Advancing DNA Structural Analysis: A SERS Approach Free from Citrate Interference Combined with Machine Learning.

Surface-enhanced Raman spectroscopy (SERS) has become an indispensable tool for biomolecular analysi...

Jan 2025 39849911
Identification of potential biomarkers for 2022 Mpox virus infection: a transcriptomic network analysis and machine learning approach.

Monkeypox virus (MPXV), a zoonotic pathogen, re-emerged in 2022 with the Clade IIb variant, raising ...

Jan 2025 39848951
Identifying candidate RNA-seq biomarkers for severity discrimination in chemical injuries: A machine learning and molecular dynamics approach.

INTRODUCTION: Biomarkers play a crucial role across various fields by providing insights into biolog...

Jan 2025 39847951
Modeling gene interactions in polygenic prediction via geometric deep learning.

Polygenic risk score (PRS) is a widely used approach for predicting individuals' genetic risk of com...

Jan 2025 39562137
Inferring disease progression stages in single-cell transcriptomics using a weakly supervised deep learning approach.

Application of single-cell/nucleus genomic sequencing to patient-derived tissues offers potential so...

Jan 2025 39622637
Artificial intelligence and machine learning in cell-free-DNA-based diagnostics.

The discovery of circulating fetal and tumor cell-free DNA (cfDNA) molecules in plasma has opened up...

Jan 2025 39843210
Automated karyogram analysis for early detection of genetic and neurodegenerative disorders: a hybrid machine learning approach.

Anomalous chromosomes are the cause of genetic diseases such as cancer, Alzheimer's, Parkinson's, ep...

Jan 2025 39911161
Paying attention to the SARS-CoV-2 dialect : a deep neural network approach to predicting novel protein mutations.

Predicting novel mutations has long-lasting impacts on life science research. Traditionally, this pr...

Jan 2025 39838059
A scalable tool for analyzing genomic variants of humans using knowledge graphs and graph machine learning.

Advances in high-throughput genome sequencing have enabled large-scale genome sequencing in clinical...

Jan 2025 39906190
Genome-wide identification and expression analysis of phytochrome gene family in Aikang58 wheat ( L.).

Phytochromes are essential photoreceptors in plants that sense red and far-red light, playing a vita...

Jan 2025 39906238
Association of and gene polymorphisms and ERAP2 protein with the susceptibility and severity of rheumatoid arthritis in the Ukrainian population.

INTRODUCTION: Rheumatoid arthritis (RA) is a long-term autoimmune disorder that primarily affects jo...

Jan 2025 39906739
Biocomputing at the crossroad between emulating artificial intelligence and cellular supremacy.

Biocomputation aims to create sophisticated biological systems capable of addressing important probl...

Jan 2025 39837198
MCTASmRNA: A deep learning framework for alternative splicing events classification.

Alternative splicing (AS) plays crucial post-transcriptional gene function regulation roles in eukar...

Jan 2025 39842565
Perspective: Multiomics and Artificial Intelligence for Personalized Nutritional Management of Diabetes in Patients Undergoing Peritoneal Dialysis.

Managing diabetes in patients on peritoneal dialysis (PD) is challenging due to the combined effects...

Jan 2025 39842720
Automated post-run analysis of arrayed quantitative PCR amplification curves using machine learning.

BACKGROUND: The TaqMan Array Card (TAC) is an arrayed, high-throughput qPCR platform that can simult...

Jan 2025 39850072
Computational biology and artificial intelligence in mRNA vaccine design for cancer immunotherapy.

Messenger RNA (mRNA) vaccines offer an adaptable and scalable platform for cancer immunotherapy, req...

Jan 2025 39902185
Deep self-representation learning with hyper-laplacian regularization for brain imaging genetics association analysis.

Brain imaging genetics aims to explore the association between genetic factors such as single nucleo...

Jan 2025 39837433
Further Development of SAMPDI-3D: A Machine Learning Method for Predicting Binding Free Energy Changes Caused by Mutations in Either Protein or DNA.

BACKGROUND/OBJECTIVES: Predicting the effects of protein and DNA mutations on the binding free energ...

Jan 2025 39858648
Digital Health and Genomics.

Digital health technologies have a crucial role in streamlining the use of genomics and facilitating...

Jan 2025 40345766
Bimodal In Situ Analyzer for Circular RNA in Extracellular Vesicles Combined with Machine Learning for Accurate Gastric Cancer Detection.

Circular RNAs in extracellular vesicles (EV-circRNAs) are gaining recognition as potential biomarker...

Jan 2025 39823497
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