Genetics

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

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MRI-based multimodal AI model enables prediction of recurrence risk and adjuvant therapy in breast cancer.

Timely intervention and improved prognosis for breast cancer patients rely on early metastasis risk ...

Jun 2025 40345352
The predictive power of profiling the DNA methylome in human health and disease.

Early and accurate diagnosis significantly improves the chances of disease survival. DNA methylation...

Jun 2025 40346834
Recent advances in microbial synthesis of polyphenols.

Polyphenols are plant-derived secondary metabolites known for their antioxidants, anti-inflammatory,...

Jun 2025 40328180
Artificial intelligence in predicting EGFR mutations from whole slide images in lung Cancer: A systematic review and Meta-Analysis.

BACKGROUND: Epidermal growth factor receptor (EGFR) mutations play a pivotal role in guiding targete...

Jun 2025 40339270
Not Just $N_e$ $N_e$-more: New Applications for SMC from Ecology to Phylogenies

Genomes contain the mutational footprint of an organism's evolutionary history, shaped by diverse ...

Uncertainty-Aware Genomic Classification of Alzheimer's Disease: A Transformer-Based Ensemble Approach with Monte Carlo Dropout

INTRODUCTION: Alzheimer's disease (AD) is genetically complex, complicating robust classification ...

Processing-in-memory for genomics workloads

Low-cost, high-throughput DNA and RNA sequencing (HTS) data is the main workforce for the life sci...

JojoSCL: Shrinkage Contrastive Learning for single-cell RNA sequence Clustering

Single-cell RNA sequencing (scRNA-seq) has revolutionized our understanding of cellular processes ...

Integrating bulk RNA-seq and scRNA-seq analyses with machine learning to predict platinum response and prognosis in ovarian cancer.

Platinum-based therapy is an integral part of the standard treatment for ovarian cancer. However, de...

May 2025 40450069
A DNA Methylation Classification Model Predicts Organ and Disease Site

Cell-free DNA (cfDNA) analysis is a powerful, minimally invasive tool for monitoring disease progr...

PathGene: Benchmarking Driver Gene Mutations and Exon Prediction Using Multicenter Lung Cancer Histopathology Image Dataset

Accurately predicting gene mutations, mutation subtypes and their exons in lung cancer is critical...

Mixpert: Mitigating Multimodal Learning Conflicts with Efficient Mixture-of-Vision-Experts

Multimodal large language models (MLLMs) require a nuanced interpretation of complex image informa...

STAR-Net: An Interpretable Model-Aided Network for Remote Sensing Image Denoising

Remote sensing image (RSI) denoising is an important topic in the field of remote sensing. Despite...

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning

Gene selection in high-dimensional genomic data is essential for understanding disease mechanisms ...

Methylomes Reveal Recent Evolutionary Changes in Populations of Two Plant Species.

Plant DNA methylation changes occur hundreds to thousands of times faster than DNA mutations and can...

May 2025 40408446
CNN-LSTM Hybrid Model for AI-Driven Prediction of COVID-19 Severity from Spike Sequences and Clinical Data

The COVID-19 pandemic, caused by SARS-CoV-2, highlighted the critical need for accurate prediction...

BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model

Unlocking deep, interpretable biological reasoning from complex genomic data is a major AI challen...

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