Genetics

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

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Showing 2311-2331 of 11,076 articles
Interpreting regulatory mechanisms of Hippo signaling through a deep learning sequence model.

Signaling pathway components are well studied, but how they mediate cell-type-specific transcription...

Apr 2025 40174587
Integrating single-cell RNA sequencing, WGCNA, and machine learning to identify key biomarkers in hepatocellular carcinoma.

The microarray and single-cell RNA-sequencing (scRNA-seq) datasets of hepatocellular carcinoma (HCC)...

Apr 2025 40169794
Deep Neural Network-Mining of Rice Drought-Responsive TF-TAG Modules by a Combinatorial Analysis of ATAC-Seq and RNA-Seq.

Drought is a critical risk factor that impacts rice growth and yields. Previous studies have focused...

Mar 2025 40165388
[Research progress of effect mechanism of acupotomy for knee osteoarthritis].

Acupotomy therapy demonstrates the definite clinical efficacy on knee osteoarthritis (KOA). After re...

Mar 2025 40518794
Integration of epigenomic and genomic data to predict residual feed intake and the feed conversion ratio in dairy sheep via machine learning algorithms.

BACKGROUND: Feed efficiency (FE) is an essential trait in livestock species because of the constant ...

Mar 2025 40165084
Biological Prior Knowledge-Embedded Deep Neural Network for Plant Genomic Prediction.

Genomic prediction is a powerful approach that predicts phenotypic traits from genotypic informatio...

Mar 2025 40282370
LMFE: A Novel Method for Predicting Plant LncRNA Based on Multi-Feature Fusion and Ensemble Learning.

: Long non-coding RNAs (lncRNAs) play a crucial regulatory role in plant trait expression and diseas...

Mar 2025 40282384
Anticancer drug response prediction integrating multi-omics pathway-based difference features and multiple deep learning techniques.

Individualized prediction of cancer drug sensitivity is of vital importance in precision medicine. W...

Mar 2025 40163555
Critical Assessment of RNA and DNA Structure Predictions via Artificial Intelligence: The Imitation Game.

Computational predictions of biomolecular structure via artificial intelligence (AI) based approache...

Mar 2025 40159092
A predictive model for MGMT promoter methylation status in glioblastoma based on terahertz spectral data.

O-methylguanine-DNA methyltransferase (MGMT) promoter methylation is a crucial biomarker in glioblas...

Mar 2025 40164371
Machine Learning-Driven Quantum Sequencing of Natural and Chemically Modified DNA.

Simultaneous identification of natural and chemically modified DNA nucleotides at molecular resoluti...

Mar 2025 40156522
N6-methyladenine identification using deep learning and discriminative feature integration.

N6-methyladenine (6 mA) is a pivotal DNA modification that plays a crucial role in epigenetic regula...

Mar 2025 40158097
Association of the characteristics of brain magnetic resonance imaging with genes related to disease onset in schizophrenia patients.

BACKGROUND: Schizophrenia (SCH) is a complex neurodevelopmental disorder, whose pathogenesis is not ...

Mar 2025 40158807
Amogel: a multi-omics classification framework using associative graph neural networks with prior knowledge for biomarker identification.

The advent of high-throughput sequencing technologies, such as DNA microarray and DNA sequencing, ha...

Mar 2025 40155814
CRISPR-MFH: A Lightweight Hybrid Deep Learning Framework with Multi-Feature Encoding for Improved CRISPR-Cas9 Off-Target Prediction.

BACKGROUND: The CRISPR-Cas9 system has emerged as one of the most promising gene-editing technologie...

Mar 2025 40282347
scCorrect: Cross-modality label transfer from scRNA-seq to scATAC-seq using domain adaptation.

Cell type annotation in single-cell chromatin accessibility sequencing (scATAC-seq) is crucial for e...

Mar 2025 40154828
SIMVI disentangles intrinsic and spatial-induced cellular states in spatial omics data.

Spatial omics technologies enable analysis of gene expression and interaction dynamics in relation t...

Mar 2025 40148341
scMalignantFinder distinguishes malignant cells in single-cell and spatial transcriptomics by leveraging cancer signatures.

Single-cell RNA sequencing (scRNA-seq) is a powerful tool for characterizing tumor heterogeneity, ye...

Mar 2025 40148533
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