Genetics

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

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Showing 7120-7140 of 11,181 articles
Fast and Low-Cost Genomic Foundation Models via Outlier Removal

To address the challenge of scarce computational resources in genomic modeling, we introduce GERM,...

Unraveling the three-dimensional genome structure using machine learning.

The study of chromatin interactions has advanced considerably with technologies such as high-through...

May 2025 40058875
Unsupervised Deep Learning for Blood-Brain Barrier Leakage Detection in Diffuse Glioma Using Dynamic Contrast-enhanced MRI.

Purpose To develop an unsupervised deep learning framework for generalizable blood-brain barrier lea...

May 2025 40172325
Identifying the DNA methylation preference of transcription factors using ProtBERT and SVM.

Transcription factors (TFs) can affect gene expression by binding to certain specific DNA sequences....

May 2025 40359430
Decoupled GNNs based on multi-view contrastive learning for scRNA-seq data clustering.

Clustering is pivotal in deciphering cellular heterogeneity in single-cell RNA sequencing (scRNA-seq...

May 2025 40366859
MMsurv: a multimodal multi-instance multi-cancer survival prediction model integrating pathological images, clinical information, and sequencing data.

Accurate prediction of patient survival rates in cancer treatment is essential for effective therape...

May 2025 40366860
GAEDGRN: reconstruction of gene regulatory networks based on gravity-inspired graph autoencoders.

Reconstructing high-resolution gene regulatory networks (GRNs) based on single-cell RNA sequencing d...

May 2025 40415678
Machine learning-augmented m6A-Seq analysis without a reference genome.

Methylated RNA m6A immunoprecipitation sequencing (m6A-Seq) is a powerful technique for investigatin...

May 2025 40415679
Rhythm profiling using COFE reveals multi-omic circadian rhythms in human cancers in vivo.

The study of ubiquitous circadian rhythms in human physiology requires regular measurements across t...

May 2025 40424435
scaLR: a low-resource deep neural network-based platform for single cell analysis and biomarker discovery.

Single-cell ribonucleic acid (RNA) sequencing (scRNA-seq) produces vast amounts of individual cell p...

May 2025 40439670
PLM-DBPs: enhancing plant DNA-binding protein prediction by integrating sequence-based and structure-aware protein language models.

DNA-binding proteins (DBPs) play a crucial role in gene regulation, development, and environmental r...

May 2025 40439671
Deep learning reveals determinants of transcriptional infidelity at nucleotide resolution in the allopolyploid line by goldfish and common carp hybrids.

During DNA transcription, the central dogma states that DNA generates corresponding RNA sequences ba...

May 2025 40471993
PackPPI: An integrated framework for protein-protein complex side-chain packing and ΔΔG prediction based on diffusion model.

Deep learning methods have played an increasingly pivotal role in advancing side-chain packing and m...

May 2025 40260988
DeepRNA-Twist: language-model-guided RNA torsion angle prediction with attention-inception network.

RNA torsion and pseudo-torsion angles are critical in determining the three-dimensional conformation...

May 2025 40315431
Optimizing Treatment: The Role of Pharmacology, Genomics, and AI in Improving Patient Outcomes.

Recent advances in pharmacology are revolutionizing drug discovery and treatment strategies through ...

May 2025 40285487
GPA-RAM: Grasp-Pretraining Augmented Robotic Attention Mamba for Spatial Task Learning

Most existing robot manipulation methods prioritize task learning by enhancing perception through ...

On learning functions over biological sequence space: relating Gaussian process priors, regularization, and gauge fixing

Mappings from biological sequences (DNA, RNA, protein) to quantitative measures of sequence functi...

Representation Learning for Distributional Perturbation Extrapolation

We consider the problem of modelling the effects of unseen perturbations such as gene knockdowns o...

3plex Web: An Interactive Platform for RNA:DNA Triplex Prediction and Analysis

Summary: Long non-coding RNAs (lncRNAs) exert their functions by cooperating with other molecules ...

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