Genomics

7 items

ARTICLEDEV.to AI·4/12/2026

QIS Protocol vs Matchmaker Exchange: Two Architectures for Cross-Institutional Rare Disease Intelligence

The text discusses the architectural challenge in rare disease intelligence, where crucial patient data remains globally isolated, hindering effective diagnoses and treatments. It describes the Matchmaker Exchange (MME) for finding similar phenotypes but highlights its limitation in guiding treatment responses, pointing to the need for a more comprehensive cross-institutional intelligence system.

Rare Disease data sharing Genomics interoperability

RESEARCHarXiv CS.LG·11d ago

TaxDistill: Improving Metagenomic Taxonomic Annotation via Distilled Genomic Foundation Models

TaxDistill introduces a knowledge distillation framework to improve metagenomic taxonomic annotation by addressing limitations of traditional methods. It utilizes GenomeOcean, a 500M-parameter genomic foundation model, as a teacher network to generate clean soft labels and enhance classification performance.

Genomics machine learning Foundation Models metagenomics

NEWSOpenAI Blog·6d ago

Introducing new capabilities to GPT-Rosalind

GPT-Rosalind introduces new capabilities to advance life sciences research. It enhances biological reasoning, medicinal chemistry expertise, genomics analysis, and experimental workflow.

research Genomics Medicinal Chemistry Life Sciences

NEWSOpenAI Blog·4/16/2026

Introducing GPT-Rosalind for life sciences research

OpenAI introduces GPT-Rosalind, a frontier reasoning model built to accelerate drug discovery, genomics analysis, and scientific research workflows. It aims to advance life sciences through its advanced AI capabilities.

protein-reasoning Genomics new model drug discovery

NEWSDEV.to AI·4/26/2026

How To Leverage AI for Advanced Cancer Metastasis Prediction

The University of Geneva's MangroveGS AI system predicts cancer metastasis with 80% accuracy by analyzing gene expression patterns, marking a breakthrough in personalized cancer care. Its successful adoption demands structured data, rigorous validation, interdisciplinary collaboration, and careful consideration of ethics and data privacy.

AI in medicine Genomics Healthcare Personalized medicine

RESEARCHarXiv CS.AI·19d ago

AgentCo-op: Retrieval-Based Synthesis of Interoperable Multi-Agent Workflows

AgentCo-op is a retrieval-based synthesis framework that composes interoperable multi-agent workflows from reusable skills, tools, and external agents. It applies bounded self-guided local repair to components upon execution failure and has been demonstrated in genomics case studies to coordinate specialized agents for collaborative discovery.

workflow automation Genomics Scientific Discovery multi-agent systems

RESEARCHHugging Face Blog·3/31/2026

Training mRNA Language Models Across 25 Species for $165

O título descreve uma pesquisa focada no treinamento de modelos de linguagem de mRNA em 25 espécies por um custo de apenas $165, indicando um avanço acessível na aplicação de IA na biologia molecular.

language models Genomics mRNA AI in biology