Literature DB >> 33338655

Road to effective data curation for translational research.

Wei Gu1, Samiul Hasan2, Philippe Rocca-Serra3, Venkata P Satagopam4.   

Abstract

Translational research today is data-intensive and requires multi-stakeholder collaborations to generate and pool data together for integrated analysis. This leads to the challenge of harmonization of data from different sources with different formats and standards, which is often overlooked during project planning and thus becomes a bottleneck of the research progress. We report on our experience and lessons learnt about data curation for translational research garnered over the course of the European Translational Research Infrastructure & Knowledge management Services (eTRIKS) program (https://www.etriks.org), a unique, 5-year, cross-organizational, cross-cultural collaboration project funded by the Innovative Medicines Initiative of the EU. Here, we discuss the obstacles and suggest what steps are needed for effective data curation in translational research, especially for projects involving multiple organizations from academia and industry.
Copyright © 2020 The Authors. Published by Elsevier Ltd.. All rights reserved.

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Year:  2020        PMID: 33338655     DOI: 10.1016/j.drudis.2020.12.007

Source DB:  PubMed          Journal:  Drug Discov Today        ISSN: 1359-6446            Impact factor:   7.851


  2 in total

Review 1.  Selection of data sets for FAIRification in drug discovery and development: Which, why, and how?

Authors:  Ebtisam Alharbi; Yojana Gadiya; David Henderson; Andrea Zaliani; Alejandra Delfin-Rossaro; Anne Cambon-Thomsen; Manfred Kohler; Gesa Witt; Danielle Welter; Nick Juty; Caroline Jay; Ola Engkvist; Carole Goble; Dorothy S Reilly; Venkata Satagopam; Vassilios Ioannidis; Wei Gu; Philip Gribbon
Journal:  Drug Discov Today       Date:  2022-05-17       Impact factor: 8.369

Review 2.  Data Integration Challenges for Machine Learning in Precision Medicine.

Authors:  Mireya Martínez-García; Enrique Hernández-Lemus
Journal:  Front Med (Lausanne)       Date:  2022-01-25
  2 in total

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