Genetics

Genetics

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

11,216 articles

Subcategories: Genetics

Showing 7225-7245 of 11,216 articles

Scaling Down Text Encoders of Text-to-Image Diffusion Models

Text encoders in diffusion models have rapidly evolved, transitioning from CLIP to T5-XXL. Althoug...

Mar 2025 http://arxiv.org/abs/2503.19897v1

VGAT: A Cancer Survival Analysis Framework Transitioning from Generative Visual Question Answering to Genomic Reconstruction

Multimodal learning combining pathology images and genomic sequences enhances cancer survival anal...

Mar 2025 http://arxiv.org/abs/2503.19367v2

[Artificial intelligence-assisted design, mining, and modification of CRISPR-Cas systems].

With the rapid advancement of synthetic biology, CRISPR-Cas systems have emerged as a powerful tool ...

Mar 2025 40170307

[Machine learning-aided design of synthetic biological parts and circuits].

Synthetic biology is an emerging interdisciplinary field at the convergence of biology, engineering,...

Mar 2025 40170311

[Research progress in mechanism models and artificial intelligence models for protein expression systems].

Proteins are the basic building blocks of life. Studying the protein expression mechanism is essenti...

Mar 2025 40170313

Latent Space Class Dispersion: Effective Test Data Quality Assessment for DNNs

High-quality test datasets are crucial for assessing the reliability of Deep Neural Networks (DNNs...

Mar 2025 http://arxiv.org/abs/2503.18799v1

Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings

Resolution generalization in image generation tasks enables the production of higher-resolution im...

Mar 2025 http://arxiv.org/abs/2503.18719v1

High Efficiency Wiener Filter-based Point Cloud Quality Enhancement for MPEG G-PCC

Point clouds, which directly record the geometry and attributes of scenes or objects by a large nu...

Mar 2025 http://arxiv.org/abs/2503.17467v1

Machine Learning-Based Genomic Linguistic Analysis (Gene Sequence Feature Learning): A Case Study on Predicting Heavy Metal Response Genes in Rice

This study explores the application of machine learning-based genetic linguistics for identifying ...

Mar 2025 http://arxiv.org/abs/2503.16582v1

Lyra: An Efficient and Expressive Subquadratic Architecture for Modeling Biological Sequences

Deep learning architectures such as convolutional neural networks and Transformers have revolution...

Mar 2025 http://arxiv.org/abs/2503.16351v1

A deep learning model trained on expressed transcripts across different tissue types reveals cell-type codon-optimization preferences.

Species-specific differences in protein translation can affect the design of protein-based drugs. Co...

Mar 2025 40156867

DRLiPS: a novel method for prediction of druggable RNA-small molecule binding pockets using machine learning.

Ribonucleic Acid (RNA) is the central conduit for information transfer in the cell. Identifying pote...

Mar 2025 40173014

Machine learning predictions from unpredictable chaos

Chaos is omnipresent in nature, and its understanding provides enormous social and economic benefi...

Mar 2025 http://arxiv.org/abs/2503.14956v1

Efficient Data Selection for Training Genomic Perturbation Models

Genomic studies, including CRISPR-based PerturbSeq analyses, face a vast hypothesis space, while g...

Mar 2025 http://arxiv.org/abs/2503.14571v2

Functional classification of metabolic networks

Chemical reaction networks underpin biological and physical phenomena across scales, from microbia...

Mar 2025 http://arxiv.org/abs/2503.14437v1

Decision Tree Induction Through LLMs via Semantically-Aware Evolution

Decision trees are a crucial class of models offering robust predictive performance and inherent i...

Mar 2025 http://arxiv.org/abs/2503.14217v1

Streamlining SIMD ISA Extensions with Takum Arithmetic: A Case Study on Intel AVX10.2

Modern microprocessors extend their instruction set architecture (ISA) with Single Instruction, Mu...

Mar 2025 http://arxiv.org/abs/2503.14067v2

Reconstructing Cell Lineage Trees from Phenotypic Features with Metric Learning

How a single fertilized cell gives rise to a complex array of specialized cell types in developmen...

Mar 2025 http://arxiv.org/abs/2503.13925v1

Movement Sequencing: A Novel Approach to Quantifying the Building Blocks of Human Gait

By 2050, a quarter of the US population will be over the age of 65 with greater than a 40% risk of...

Mar 2025 http://arxiv.org/abs/2503.13425v1

MT-PCR: Leveraging Modality Transformation for Large-Scale Point Cloud Registration with Limited Overlap

Large-scale scene point cloud registration with limited overlap is a challenging task due to compu...

Mar 2025 http://arxiv.org/abs/2503.12833v1

Cancermorphic Computing Toward Multilevel Machine Intelligence

Despite their potential to address crucial bottlenecks in computing architectures and contribute t...

Mar 2025 http://arxiv.org/abs/2503.12743v1

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