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Subcategories: Genetics

Showing 7288-7308 of 11,216 articles

WheatGP, a genomic prediction method based on CNN and LSTM.

Wheat plays a crucial role in ensuring food security. However, its complex genetic structure and tra...

Mar 2025 40275535

Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection

Domain generalization (DG) for object detection aims to enhance detectors' performance in unseen s...

Mar 2025 http://arxiv.org/abs/2503.02101v1

Primer C-VAE: An interpretable deep learning primer design method to detect emerging virus variants

Motivation: PCR is more economical and quicker than Next Generation Sequencing for detecting targe...

Mar 2025 http://arxiv.org/abs/2503.01459v1

Model-Agnostic Meta-Policy Optimization via Zeroth-Order Estimation: A Linear Quadratic Regulator Perspective

Meta-learning has been proposed as a promising machine learning topic in recent years, with import...

Mar 2025 http://arxiv.org/abs/2503.00385v1

Improvement in genomic prediction of maize with prior gene ontology information depends on traits and environmental conditions.

Classical genomic prediction approaches rely on statistical associations between traits and markers ...

Mar 2025 39779652

Enhancing genomic-based forward prediction accuracy in wheat by integrating UAV-derived hyperspectral and environmental data with machine learning under heat-stressed environments.

Integrating genomic, hyperspectral imaging (HSI), and environmental data enhances wheat yield predic...

Mar 2025 39779660

Integration of machine learning and genome-wide association study to explore the genomic prediction accuracy of agronomic trait in oats (Avena sativa L.).

Machine learning (ML) has garnered significant attention for its potential to enhance the accuracy o...

Mar 2025 39780036

An Attention-Based Deep Neural Network Model to Detect Cis-Regulatory Elements at the Single-Cell Level From Multi-Omics Data.

Cis-regulatory elements (cREs) play a crucial role in regulating gene expression and determining cel...

Mar 2025 39904740

[Prophylactic surgery and genetic counselling: What impact of the artificial intelligence?].

In the area of cancer predisposition, certain situations may lead to the discussion of prophylactic ...

Mar 2025 40049793

Enhancing single-cell classification accuracy using image conversion and deep learning.

Single-cell transcriptome sequencing (scRNA-seq) is widely used in the fields of animal and plant de...

Mar 2025 40068952

Machine Learning-Based Glycolipid Metabolism Gene Signature Predicts Prognosis and Immune Landscape in Oesophageal Squamous Cell Carcinoma.

Using machine learning approaches, we developed and validated a novel prognostic model for oesophage...

Mar 2025 40119618

Deep learning-based cell-specific gene regulatory networks inferred from single-cell multiome data.

Gene regulatory networks (GRNs) provide a global representation of how genetic/genomic information i...

Feb 2025 40037709

stAI: a deep learning-based model for missing gene imputation and cell-type annotation of spatial transcriptomics.

Spatial transcriptomics technology has revolutionized our understanding of cellular systems by captu...

Feb 2025 40057378

Towards an AI co-scientist

Scientific discovery relies on scientists generating novel hypotheses that undergo rigorous experi...

Feb 2025 http://arxiv.org/abs/2502.18864v1

Enhancing DNA Foundation Models to Address Masking Inefficiencies

Masked language modelling (MLM) as a pretraining objective has been widely adopted in genomic sequ...

Feb 2025 http://arxiv.org/abs/2502.18405v1

Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models

Self-supervised learning (SSL) vision encoders learn high-quality image representations and thus h...

Feb 2025 http://arxiv.org/abs/2502.18290v3

Stable-SPAM: How to Train in 4-Bit More Stably than 16-Bit Adam

This paper comprehensively evaluates several recently proposed optimizers for 4-bit training, reve...

Feb 2025 http://arxiv.org/abs/2502.17055v2

[Construction and preliminary validation of machine learning predictive models for cervical cancer screening based on human DNA methylation].

Using methylation characteristics of human genes to construct machine learning predictive models fo...

Feb 2025 39939021

Predicting gene essentiality and drug response from perturbation screens in preclinical cancer models with LEAP: Layered Ensemble of Autoencoders and Predictors

Preclinical perturbation screens, where the effects of genetic, chemical, or environmental perturb...

Feb 2025 http://arxiv.org/abs/2502.15646v1

UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction

Object extraction and segmentation from remote sensing (RS) images is a critical yet challenging t...

Feb 2025 http://arxiv.org/abs/2502.15199v1

Social Genome: Grounded Social Reasoning Abilities of Multimodal Models

Social reasoning abilities are crucial for AI systems to effectively interpret and respond to mult...

Feb 2025 http://arxiv.org/abs/2502.15109v2