Gene Expression Analysis With AI

A New AI Tool Predicts Gene Expression in a Single Cell

An artificial intelligence tool, scGPT, can identify cell types, predict the effects of disrupting genes, and pinpoint which genes interact with each other.

AI-designed DNA sequences regulate cell-type-specific gene ...

Researchers have used artificial-intelligence models to create regulatory DNA sequences that drive gene expression in specific cell types.

Artificial intelligence and machine learning approaches using gene ...

Table 1. Comparative analysis of AI/ML approaches using gene expression and gene variant data. #, Year, PMIDs, Diseases, Study objectives ...

Researchers flip genes on and off with AI-designed DNA switches

... artificial intelligence to design thousands of new DNA switches that can precisely control the expression of a gene in different cell types.

Generative AI Designs DNA Sequences to Switch Genes On and Off

Nestled in our genomes are tiny sequences with immense power to control nearby genes. Known as cis-regulatory elements, or CREs, these DNA ...

BHI researcher's AI methodology for analyzing gene expression ...

Building upon previous work on transcriptomics analysis, Luddy Indianapolis BioHealth Informatics assistant professor Juexin Wang and ...

Predicting Gene Expression with AI-powered Enformer and Machine ...

Enformer leverages AI and Transformers to decode non-coding DNA, predicting gene expression with high accuracy. By capturing long-range ...

Predicting gene expression with AI - Google DeepMind

Similar to a spell checker, Enformer partially understands the vocabulary of the DNA sequence and can thereby highlight edits that could lead to ...

AI and CRISPR Precisely Control Gene Expression - NYU

Artificial intelligence can predict on- and off-target activity of CRISPR tools that target RNA instead of DNA, according to new research published in Nature ...

Machine learning based refined differential gene expression ...

Differential expression (DE) analysis of transcriptomic data enables genome-wide analysis of gene expression changes associated with ...

News: A New AI Tool Predicts Gene Expression... (The Scientist)

An artificial intelligence tool, scGPT, can identify cell types, predict the effects of disrupting genes, and pinpoint which genes interact with each other.

AI-Powered Genomic Analysis: Revolutionizing the Detection of ...

AI models can analyze genomic, gene expression, and epigenetic data to identify genetic mutations and their potential effects. It offers ...

Artificial intelligence-driven meta-analysis of brain gene expression ...

Our results suggest that mitochondrial dysfunction, particularly a deficit in energy homeostasis, may play an important role in AD.

A New AI Tool Predicts Gene Expression in a Single Cell | RNA-Seq ...

Scientists typically analyze scRNA-seq data using machine learning tools that have been built from scratch to carry out specific individual tasks. READ MORE ...

AI-Designed DNA Switches Flip Gene Expression On and Off

Researchers used AI to design thousands of new DNA switches that can precisely control the expression of a gene in different cell types.

Unified AI framework to uncover deep interrelationships between ...

gene expression and human phenotypes. Here we introduce an analysis framework, namely MD-AD (Multi-task Deep learning for Alzheimer's ...

Artificial intelligence and machine learning approaches using gene ...

Based on the scope of our review and comparative analysis criteria, we identified 32 different AI/ML approaches applied in variable genomics ...

New Generative AI Tool Predicts Gene Expression In A Single Cell

Advanced perturbation analysis capabilities, including genome-scale perturb-seq data analysis and bulk sequencing data generalization. Upgraded ...

Integrative gene expression analysis for the diagnosis of Parkinson's ...

Explainable AI for prediction model. Recognition of gene features that contribute the most to the predictive power of the model is an important step for ...

A comprehensive survey on computational learning methods for ...

Computational analysis methods including machine learning have a significant impact in the fields of genomics and medicine. High-throughput gene expression ...