Genetics

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

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Showing 6259-6279 of 11,155 articles
Molecular Characterization of T-Lineage Acute Lymphoblastic Leukemia by an Optimal-Transport Based Multi-Omics Integration Framework

T-lineage acute lymphoblastic leukemia (T-ALL) is an aggressive pediatric malignancy characterized b...

Multi-Algorithm Machine Learning Benchmarking for Pan-Cancer Classification from Tumour-Educated Platelet RNA Sequencing

Tumour-educated platelets (TEPs) carry cancer-type-specific RNA signatures accessible through whole-...

Application of Computer Vision Tools to Maize Genomic Data for Trait Prediction and Gene Discovery

Artificial intelligence and machine learning for computer vision (CV) and image recognition is a rap...

JetViT: Efficient High-Resolution Vision Transformer with Post-Training Attention Search

We introduce JetViT, a novel family of hybrid-architecture Vision Transformer (ViT) models that matc...

JLT: Clean-Latent Prediction in Latent Diffusion Transformers

Flow matching with clean-data prediction has shown that regressing the clean point can exploit low-d...

OryzaG3: A Single-species Genomic Foundation Model Pretrained on Rice Pangenome

While multi-species genomic language models have advanced biological representation learning, high-q...

When Rule Violations Are Rare: Chimera Training for Logical Anomaly Detection

Many practical anomalies are not merely rare inputs, but violations of semantic constraints: objects...

Interpreting the WaveSeekerNet model to reveal the evolution and biology of influenza A virus

Background Influenza A virus (IAV) is a major public health burden, causing seasonal epidemics and o...

Genomic Diagnostics for Drug-Resistant Mycobacterium tuberculosis: Computational Prediction of Antimicrobial Resistance

Tuberculosis remains a leading cause of infectious disease mortality, and the continued emergence of...

Chromatin accessibility of primary cancers informs regional mutagenesis in metastases through multi-scale deep learning

Tissue-specific chromatin states shape regional mutation density in primary tumors, but whether this...

Carbon: Decoding the Language of Life

Genomic foundation models have emerged alongside the rapid progress of large language models, offeri...

Dual-Pathway Geometry-Aware MLLM for Spatial Intelligence

Spatial understanding of the physical world from 2D visual inputs hinges on two complementary forms ...

Helix4D: Complex 4D Mesh Generation

Current video-to-4D methods struggle with complex topology changes, transparent materials, thin stru...

Multimodal MRI and Machine Learning Uncovers Distinct Progression Patterns in Friedreich Ataxia

Background Friedreich ataxia (FRDA) is a rare neurodegenerative disorder with substantial heterogene...

Artificial Intelligence-Based Chatbots in Genetic Counseling Practice: Current Uptake, Utilization, and Perspectives

AI-driven chatbots have been utilized in healthcare to automate administrative tasks, improve patien...

A machine learning framework for interpreting phylogenetic tree patterns in interkingdom horizontal gene transfer

Horizontal gene transfer (HGT), the movement of genetic material between unrelated organisms, is wid...

Genos-m: a foundation model for human-associated microbial genomes

Human-associated microbial genomes encode extensive strain-level diversity and niche-specific gene r...

OpenSplice: the impact of half a million mutations on the alternative splicing of 600 human exons

Alternative splicing of mRNA precursors is an important step in gene regulation and a major mechanis...

Estimating bone marrow adiposity from head MRI and identifying its genetic architecture

Bone marrow adiposity changes radically through the lifespan, but this phenomenon is poorly characte...

Genetic architecture of high-dimensional liver radiomic phenotypes and their role in common metabolic diseases

The liver plays a central role in systemic metabolism, yet large-scale genetic studies of quantitati...

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