项目编号

PRJCA034890

项目标题

International multicohort development and validation of ML-driven host response-based diagnosis for pulmonary tuberculosis

涉及领域

Medical

数据类型

Transcriptome or Gene expression

物种名称

Homo sapiens

描述信息

We believe that TB-Scope has the potential to improve clinical care in active tuberculosis diagnosis and could serve as a model for the development of machine learning-based multi-cohort diagnostic methods more broadly.

样品范围

Multiisolate

发布日期

2025-03-01

出版信息

PubMed ID	文章标题	杂志名称	Doi	发表年份
40995125	International multicenter development of ensemble machine learning driven host response based diagnosis for tuberculosis	iScience	10.1016/j.isci.2025.113444	2025

项目资金来源

机构	项目类型	授权项目ID	授权项目名称
National Natural Science Foundation of China (NSFC)	Young Scientists Fund	82402729

提交者

Yifei Shen (yifeishen@zju.edu.cn)

提交单位

The First Affiliated Hospital, Zhejiang University School of Medicine

提交日期

2025-01-11

项目包含数据信息

资源名称	描述
BioSample (144) show	-
SAMC5084956	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084955	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084954	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084953	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084952	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084951	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084950	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084949	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084948	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084947	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084946	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084945	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084944	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084943	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084942	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084941	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084940	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084939	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084938	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084937	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084936	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084935	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084934	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084933	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084932	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084931	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084930	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084929	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084928	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084927	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084926	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084925	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084924	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084923	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084922	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084921	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084920	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084919	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084918	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084917	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084916	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084915	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084914	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084913	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084912	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084911	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084910	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084909	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084908	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084907	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084906	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084905	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084904	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084903	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084902	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084901	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084900	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084899	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084898	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084897	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084896	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084895	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084894	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084893	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084892	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084891	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084890	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084889	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084888	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084887	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084886	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084885	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084884	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084883	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084882	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084881	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084880	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084879	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084878	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084877	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084876	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084875	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084874	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084873	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084872	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084871	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084870	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084869	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084868	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084867	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084866	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084865	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084864	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084863	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084862	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084861	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084860	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084859	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084858	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084857	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084856	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084855	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084854	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084853	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084852	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084851	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084850	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084849	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084848	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084847	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084846	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084845	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084844	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084843	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084842	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084841	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084840	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084839	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084838	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084837	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084836	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084835	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084834	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084833	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084832	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084831	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084830	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084829	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084828	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084827	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084826	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084825	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084824	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084823	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084822	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084821	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084820	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084819	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084818	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084817	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084816	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084815	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084814	RNA sequencing from blood samples in a clinical validation cohort
SAMC5084813	RNA sequencing from blood samples in a clinical validation cohort