CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis
Fuente:
arXiv
Guardado en:
| Autores principales: | Xiao, Yihang, Liu, Jinyi, Zheng, Yan, Xie, Xiaohan, Hao, Jianye, Li, Mingzhi, Wang, Ruitao, Ni, Fei, Li, Yuxiao, Luo, Jintian, Jiao, Shaoqing, Peng, Jiajie |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Online t-SNE for single-cell RNA-seq
por: Ma, Hui, et al.
Publicado: (2024)
por: Ma, Hui, et al.
Publicado: (2024)
A Conceptual Framework for Human-AI Collaborative Genome Annotation
por: Li, Xiaomei, et al.
Publicado: (2025)
por: Li, Xiaomei, et al.
Publicado: (2025)
Design Principles Developed through User-Centered and Socio-Technical Methods Improve Clinician Satisfaction, Speed, and Confidence in Pharmacogenomic Clinical Decision Support
por: Herr, Timothy M., et al.
Publicado: (2020)
por: Herr, Timothy M., et al.
Publicado: (2020)
An LLM-Driven Multi-Agent Debate System for Mendelian Diseases
por: Zhou, Xinyang, et al.
Publicado: (2025)
por: Zhou, Xinyang, et al.
Publicado: (2025)
AuraGenome: An LLM-Powered Framework for On-the-Fly Reusable and Scalable Circular Genome Visualizations
por: Zhang, Chi, et al.
Publicado: (2025)
por: Zhang, Chi, et al.
Publicado: (2025)
scBench: Evaluating AI Agents on Single-Cell RNA-seq Analysis
por: Workman, Kenny, et al.
Publicado: (2026)
por: Workman, Kenny, et al.
Publicado: (2026)
Origin of $α$-satellite repeat arrays from mitochondrial molecular fossils -- sequential insertion, expansion, and evolution in the nuclear genome
por: Zhou, Yihang
Publicado: (2025)
por: Zhou, Yihang
Publicado: (2025)
Metagenomic analysis revealed significant changes in cattle rectum microbiome and antimicrobial resistome under fescue toxicosis
por: Zhou, Yihang
Publicado: (2024)
por: Zhou, Yihang
Publicado: (2024)
Metagenomic analysis reveals shared and distinguishing features in horse and donkey gut microbiome and maternal resemblance of the microbiota in hybrid equids
por: Zhou, Yihang
Publicado: (2024)
por: Zhou, Yihang
Publicado: (2024)
TopoLa: A Universal Framework to Enhance Cell Representations for Single-cell and Spatial Omics through Topology-encoded Latent Hyperbolic Geometry
por: Zheng, Kai, et al.
Publicado: (2025)
por: Zheng, Kai, et al.
Publicado: (2025)
ELISA: An Interpretable Hybrid Generative AI Agent for Expression-Grounded Discovery in Single-Cell Genomics
por: Coser, Omar
Publicado: (2026)
por: Coser, Omar
Publicado: (2026)
Knowledge-Guided Biomarker Identification for Label-Free Single-Cell RNA-Seq Data: A Reinforcement Learning Perspective
por: Xiao, Meng, et al.
Publicado: (2025)
por: Xiao, Meng, et al.
Publicado: (2025)
Assessment of MXD3 Expression as a Predictor of Survival in Lung Squamous Cell Carcinoma
por: Mingzhi Cao, et al.
Publicado: (2025)
por: Mingzhi Cao, et al.
Publicado: (2025)
Nephrobase Cell+: Multimodal Single-Cell Foundation Model for Decoding Kidney Biology
por: Li, Chenyu, et al.
Publicado: (2025)
por: Li, Chenyu, et al.
Publicado: (2025)
GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data Analysis
por: Liu, Haoyang, et al.
Publicado: (2024)
por: Liu, Haoyang, et al.
Publicado: (2024)
Superimposed Hi-C: A Solution Proposed for Identifying Single Cell's Chromosomal Interactions
por: Zhang, Jia, et al.
Publicado: (2024)
por: Zhang, Jia, et al.
Publicado: (2024)
Medaka: a novel model for analyzing genome-environment interactions.
por: Naruse, Kiyoshi, et al.
Publicado: (2026)
por: Naruse, Kiyoshi, et al.
Publicado: (2026)
Omics Data Discovery Agents
por: Hutton, Alexandre, et al.
Publicado: (2026)
por: Hutton, Alexandre, et al.
Publicado: (2026)
CellTypeAgent: Trustworthy cell type annotation with Large Language Models
por: Chen, Jiawen, et al.
Publicado: (2025)
por: Chen, Jiawen, et al.
Publicado: (2025)
CEP-IP: An Explainable Framework for Cell Subpopulation Identification in Single-cell Transcriptomics
por: Wong, Kah Keng
Publicado: (2025)
por: Wong, Kah Keng
Publicado: (2025)
scUnified: An AI-Ready Standardized Resource for Single-Cell RNA Sequencing Analysis
por: Xu, Ping, et al.
Publicado: (2025)
por: Xu, Ping, et al.
Publicado: (2025)
scPilot: Large Language Model Reasoning Toward Automated Single-Cell Analysis and Discovery
por: Gao, Yiming, et al.
Publicado: (2026)
por: Gao, Yiming, et al.
Publicado: (2026)
A New Framework for Explainable Rare Cell Identification in Single-Cell Transcriptomics Data
por: Su, Di, et al.
Publicado: (2026)
por: Su, Di, et al.
Publicado: (2026)
Graph Neural Networks as a Substitute for Transformers in Single-Cell Transcriptomics
por: Qi, Jiaxin, et al.
Publicado: (2025)
por: Qi, Jiaxin, et al.
Publicado: (2025)
Efficient Imputation for Patch-based Missing Single-cell Data via Cluster-regularized Optimal Transport
por: Liu, Yuyu, et al.
Publicado: (2026)
por: Liu, Yuyu, et al.
Publicado: (2026)
A Systematic Overview of Single-Cell Transcriptomics Databases, their Use cases, and Limitations
por: Gondal, Mahnoor N., et al.
Publicado: (2024)
por: Gondal, Mahnoor N., et al.
Publicado: (2024)
ORBIT: Learning Gene Program Co-Activation Structure for Cell-Type-Stratified Pathway Rewiring Analysis in Single-Cell Transcriptomics
por: Wang, Yuechen, et al.
Publicado: (2026)
por: Wang, Yuechen, et al.
Publicado: (2026)
Timestamp calibration for time-series single cell RNA-seq expression data
por: Chen, Xiran, et al.
Publicado: (2024)
por: Chen, Xiran, et al.
Publicado: (2024)
Predicting Breast Cancer Phenotypes from Single-cell RNA-seq Data Using CloudPred
por: Moghimianavval, Hossein, et al.
Publicado: (2024)
por: Moghimianavval, Hossein, et al.
Publicado: (2024)
GQVis: A Dataset of Genomics Data Questions and Visualizations for Generative AI
por: Walters, Skylar Sargent, et al.
Publicado: (2025)
por: Walters, Skylar Sargent, et al.
Publicado: (2025)
CARTEpigenoQC: A Quality Control Toolkit for CAR-T Single-Cell Epigenomic Data
por: Lai, Kaitao
Publicado: (2025)
por: Lai, Kaitao
Publicado: (2025)
Categorization and analysis of 14 computational methods for estimating cell potency from single-cell RNA-seq data
por: Wang, Qingyang, et al.
Publicado: (2023)
por: Wang, Qingyang, et al.
Publicado: (2023)
Single‐Cell Transcriptomics Reveals the Potential Role of GZMK+ CD8+ T Cells in Cell Senescence of Triple‐Negative Breast Cancer
por: Dan Zhou, et al.
Publicado: (2026)
por: Dan Zhou, et al.
Publicado: (2026)
Nano Bio-Agents (NBA): Small Language Model Agents for Genomics
por: Hong, George, et al.
Publicado: (2025)
por: Hong, George, et al.
Publicado: (2025)
Application of Single-cell Deep Learning in Elucidating the Mapping Relationship Between Visceral and Body Surface Inflammatory Patterns
por: Huang, Haixiang, et al.
Publicado: (2025)
por: Huang, Haixiang, et al.
Publicado: (2025)
HybridQC: Machine Learning-Augmented Quality Control for Single-Cell RNA-seq Data
por: Lai, Kaitao
Publicado: (2025)
por: Lai, Kaitao
Publicado: (2025)
Single-cell spatial (scs) omics: Recent developments in data analysis
por: Camacho, José, et al.
Publicado: (2024)
por: Camacho, José, et al.
Publicado: (2024)
scGSDR: Harnessing Gene Semantics for Single-Cell Pharmacological Profiling
por: Huang, Yu-An, et al.
Publicado: (2025)
por: Huang, Yu-An, et al.
Publicado: (2025)
Single‐Cell Transcriptomic Atlas Reveals Metabolic Reprogramming and Transdifferentiation Trajectories in Tubular Epithelial Cells During Chronic Kidney Disease Progression
por: Xinhui Mao, et al.
Publicado: (2026)
por: Xinhui Mao, et al.
Publicado: (2026)
Single‐Cell RNA Sequencing Reveals the Therapeutic Effects of Electroacupuncture at BL23 on Hyperuricemia‐Induced Nephritis
por: Yiyang Hu, et al.
Publicado: (2025)
por: Yiyang Hu, et al.
Publicado: (2025)
Ejemplares similares
-
Online t-SNE for single-cell RNA-seq
por: Ma, Hui, et al.
Publicado: (2024) -
A Conceptual Framework for Human-AI Collaborative Genome Annotation
por: Li, Xiaomei, et al.
Publicado: (2025) -
Design Principles Developed through User-Centered and Socio-Technical Methods Improve Clinician Satisfaction, Speed, and Confidence in Pharmacogenomic Clinical Decision Support
por: Herr, Timothy M., et al.
Publicado: (2020) -
An LLM-Driven Multi-Agent Debate System for Mendelian Diseases
por: Zhou, Xinyang, et al.
Publicado: (2025) -
AuraGenome: An LLM-Powered Framework for On-the-Fly Reusable and Scalable Circular Genome Visualizations
por: Zhang, Chi, et al.
Publicado: (2025)