Genetics

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

11,181 articles
Stay Ahead - Weekly Genetics research updates
Subscribe
Browse Categories
Subcategories: Genetics
Showing 6616-6636 of 11,181 articles
Learning lifetime disease liability reveals and removes genetic confounding in electronic health records

Electronic health records (EHRs) have become the cornerstone of population-scale genetic studies1, b...

Reconstructing multi-scale tissue spatial architecture from single-cell RNA-seq with REMAP

Understanding spatial organization of cells is critical for deciphering tissue function and disease....

Bacterial protein function prediction via multimodal deep learning

Bacterial proteins are specialized with extensive functional diversity for survival in diverse and s...

Accelerated sampling of protein dynamics using BioEmu augmented molecular simulation

We introduce a workflow that integrates BioEmu-generated conformational ensemble with physics-based ...

Mechanistic machine learning enables interpretable and generalizable prediction of prime editing outcomes

Although prime editing (PE) can effect virtually any specified local change to genomic DNA in living...

Rational design of synthetic proteins using a genome-scale CRISPR screen

Protein structure prediction using deep learning has revolutionized protein design. Yet, our underst...

Geometric-aware and interpretable deep learning for single-cell batch correction via explicit disentanglement and optimal transport

Single-cell RNA sequencing enables high-resolution characterization of cellular heterogeneity, yet i...

GeneZip: Region-Aware Compression for Long Context DNA Modeling

Genomic sequences span billions of base pairs (bp), posing a fundamental challenge for genome-scale ...

AgriVariant: Variant Effect Prediction using DeepChem-Variant for Precision Breeding in Rice

Predicting functional consequences of genetic variants in crop genes remains a critical bottleneck f...

Intragenic methylation repatterning is associated with alternative splicing and unique epigenetic phenotypes

The role of intragenic cytosine methylation in shaping phenotypes has been contentious. Recent studi...

Pan-cell-type prediction of splicing patterns from sequence and splicing factor expression

Alternative splicing is a core determinant of cell-type-specific gene expression in humans, and its ...

Benchmarking Large Language Models for Predicting Therapeutic Antisense Oligonucleotide Efficacy

Antisense oligonucleotides (ASOs) are a promising class of therapeutic agents capable of selectively...

Guide-Guard: Off-Target Predicting in CRISPR Applications

With the introduction of cyber-physical genome sequencing and editing technologies, such as CRISPR, ...

Parameter-free representations outperform single-cell foundation models on downstream benchmarks

Single-cell RNA sequencing (scRNA-seq) data exhibit strong and reproducible statistical structure. T...

Deep Agentic Variant Prioritisation for Expert Level Genetic Diagnosis Fast at Scale

Abstract. Genetic diagnosis remains a formidable challenge characterized by a diagnostic odyssey tha...

Development and cross-tissue validation of a methylation profile score for the cortisol response to stress

Hypothalamic-pituitary-adrenal axis (HPA axis) dysregulation is a risk factor for poor mental and ph...

Resolving Genome-to-Phenotype Links in Bacteria: Machine-Learned Inference from Downsampled k-mer Representations

Standard approaches to bacterial phenotyping often treat the entire genome as the fundamental unit o...

Multi-modal tissue-aware graph neural network for in silico genetic discovery

Understanding how perturbations influence gene function in a tissue-specific manner is key to uncove...

Browse Categories