Implementation of a Product Lifecycle Management System for Biomedical Research

被引:1
|
作者
Raboudi, Amel [1 ,2 ,3 ]
Herve, Pierre-Yves [3 ]
Allanic, Marianne [3 ]
Balvay, Daniel [2 ]
Duarte, Roberto [2 ]
Bakayako, Ismael [2 ]
Viel, Thomas [2 ]
Certain, Anais [2 ]
Yoganathan, Thulaciga [2 ]
Boutinaud, Philippe [3 ]
Durupt, Alexandre [1 ]
Tavitian, Bertrand [2 ]
Eynard, Benoit [1 ]
机构
[1] Univ Technol Compiegne, Compiegne, France
[2] Paris Cardiovasc Res Ctr PARCC, Inserm U970, Paris, France
[3] Fealinx Co, Courbevoie, France
关键词
PLM; Information integration; Workflow; Traceability; Provenance; Heterogeneous data; PROVENANCE;
D O I
10.1007/978-3-030-94399-8_14
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Today's biomedical research shows similar characteristics with manufacturing industry 20 years ago. Biomedical data are more and more complex and heterogeneous due to recent scientific discoveries and technological innovations. In a previous work, the Product Lifecycle Management (PLM) paradigm was applied to neuroimaging research to manage heterogeneous data and their provenance. A BMI-LM data model and an associated platform were proposed to enable data reuse and sharing in neuroimaging. Here, this application is extended to biomedical data related to Histology, Proteomics, and PET-CT modalities. Data originate from the IVIR laboratory in preclinical research of the Paris Cardiovascular Research Center (PARCC). We proposed a data and workflow integration method and applied them to the collected preclinical data. An extended version of the data model, that we called BMS-LM for BioMedical Study - Lifecycle Management, was developed. Three concepts were added to the data model: Agent, Sample and Intervention. As a proof of concept, samples of imported data from the three identified modalities are given. Results support the use of the BMS-LM data model and system to ameliorate trust of biomedical data and prospectively their reuse.
引用
收藏
页码:185 / 199
页数:15
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