scGPT: toward building a foundation model for single-cell multi-omics using generative AI-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

scGPT: toward building a foundation model for single-cell multi-omics using generative AI

Published:2024-02-26 Issue:8 Volume:21 Page:1470-1480
ISSN:1548-7091
Container-title:Nature Methods
language:en
Short-container-title:Nat Methods

Author:

Cui Haotian^ORCID,Wang Chloe,Maan Hassaan^ORCID,Pang Kuan^ORCID,Luo Fengning,Duan Nan^ORCID,Wang Bo^ORCID

Funder

Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada

University Health Network

The AI Chairs Program funded by CIFAR, which is the Canadian Institute for Advanced Research, website at https://cifar.ca/

Publisher

Springer Science and Business Media LLC

Link

https://www.nature.com/articles/s41592-024-02201-0.pdf

Reference74 articles.

1. Silverman, A. D., Karim, A. S. & Jewett, M. C. Cell-free gene expression: an expanded repertoire of applications. Nat. Rev. Genet. 21, 151–170 (2020).

2. Preissl, S., Gaulton, K. J. & Ren, B. Characterizing cis-regulatory elements using single-cell epigenomics. Nat. Rev. Genet. 24, 21–43 (2022).

3. Ding, J., Sharon, N. & Bar-Joseph, Z. Temporal modelling using single-cell transcriptomics. Nat. Rev. Genet. 23, 355–368 (2022).

4. Wagner, D. E. & Klein, A. M. Lineage tracing meets single-cell omics: opportunities and challenges. Nat. Rev. Genet. 21, 410–427 (2020).

5. Regev, A. Science Forum: the Human Cell Atlas. eLife 6, e27041 (2017).

Cited by 76 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A mini-review on perturbation modelling across single-cell omic modalities;Computational and Structural Biotechnology Journal;2024-12

2. Machine learning applications in precision medicine: Overcoming challenges and unlocking potential;TrAC Trends in Analytical Chemistry;2024-10

3. scDiffusion: conditional generation of high-quality single-cell data using diffusion model;Bioinformatics;2024-08-22

4. Artificial intelligence applied to ‘omics data in liver disease: towards a personalised approach for diagnosis, prognosis and treatment;Gut;2024-08-22

5. Small data methods in omics: the power of one;Nature Methods;2024-08-22

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3