FIMED: Flexible management of biomedical data

dc.contributor.authorHurtado, Sandro
dc.contributor.authorGarcia-Nieto, Jose
dc.contributor.authorNavas-Delgado, Ismael
dc.contributor.authorAldana-Montes, Jose F.
dc.contributor.authoraffiliation[Hurtado, Sandro] Univ Malaga, ITIS Software, Khaos Res, Arquitecto Francisco Penalosa 18, Malaga 29071, Spain
dc.contributor.authoraffiliation[Garcia-Nieto, Jose] Univ Malaga, ITIS Software, Khaos Res, Arquitecto Francisco Penalosa 18, Malaga 29071, Spain
dc.contributor.authoraffiliation[Navas-Delgado, Ismael] Univ Malaga, ITIS Software, Khaos Res, Arquitecto Francisco Penalosa 18, Malaga 29071, Spain
dc.contributor.authoraffiliation[Aldana-Montes, Jose F.] Univ Malaga, ITIS Software, Khaos Res, Arquitecto Francisco Penalosa 18, Malaga 29071, Spain
dc.contributor.authoraffiliation[Garcia-Nieto, Jose] Univ Malaga, Biomed Res Inst Malaga IBIMA, Malaga, Spain
dc.contributor.authoraffiliation[Navas-Delgado, Ismael] Univ Malaga, Biomed Res Inst Malaga IBIMA, Malaga, Spain
dc.contributor.authoraffiliation[Aldana-Montes, Jose F.] Univ Malaga, Biomed Res Inst Malaga IBIMA, Malaga, Spain
dc.contributor.authoraffiliation[Garcia-Nieto, Jose] Univ Malaga, Dept Lenguajes & Ciencias Computac, Malaga, Spain
dc.contributor.authoraffiliation[Navas-Delgado, Ismael] Univ Malaga, Dept Lenguajes & Ciencias Computac, Malaga, Spain
dc.contributor.authoraffiliation[Aldana-Montes, Jose F.] Univ Malaga, Dept Lenguajes & Ciencias Computac, Malaga, Spain
dc.contributor.funderSpanish Min-istry of Science and Innovation
dc.contributor.funderAndalusian PAIDI program
dc.date.accessioned2025-01-07T16:32:26Z
dc.date.available2025-01-07T16:32:26Z
dc.date.issued2021-11-02
dc.description.abstractBackground and objectives: In the last decade, clinical trial management systems have become an essential support tool for data management and analysis in clinical research. However, these clinical tools have design limitations, since they are currently not able to cover the needs of adaptation to the continuous changes in the practice of the trials due to the heterogeneous and dynamic nature of the clinical research data. These systems are usually proprietary solutions provided by vendors for specific tasks. In this work, we propose FIMED, a software solution for the flexible management of clinical data from multiple trials, moving towards personalized medicine, which can contribute positively by improving clinical researchers quality and ease in clinical trials. Methods: This tool allows a dynamic and incremental design of patients' profiles in the context of clinical trials, providing a flexible user interface that hides the complexity of using databases. Clinical researchers will be able to define personalized data schemas according to their needs and clinical study specifications. Thus, FIMED allows the incorporation of separate clinical data analysis from multiple trials. Results: The efficiency of the software has been demonstrated by a real-world use case for a clini-cal assay in Melanoma disease, which has been indeed anonymized to provide a user demonstration. FIMED currently provides three data analysis and visualization components, guaranteeing a clinical ex-ploration for gene expression data: heatmap visualization, clusterheatmap visualization, as well as gene regulatory network inference and visualization. An instance of this tool is freely available on the web at https://khaos.uma.es/fimed . It can be accessed with a demo user account, "researcher", using the password "demo". Conclusion: This paper shows FIMED as a flexible and user-friendly way of managing multidimensional clinical research data. Hence, without loss of generality, FIMED is flexible enough to be used in the con -text of any other disease where clinical data and assays are involved. (c) 2021 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )
dc.identifier.doi10.1016/j.cmpb.2021.106496
dc.identifier.essn1872-7565
dc.identifier.issn0169-2607
dc.identifier.pmid34740063
dc.identifier.unpaywallURLhttps://doi.org/10.1016/j.cmpb.2021.106496
dc.identifier.urihttps://hdl.handle.net/10668/27849
dc.identifier.wosID720333700003
dc.journal.titleComputer methods and programs in biomedicine
dc.journal.titleabbreviationComput. meth. programs biomed.
dc.language.isoen
dc.organizationInstituto de Investigación Biomédica de Málaga - Plataforma Bionand (IBIMA)
dc.publisherElsevier ireland ltd
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectClinical trial management systems
dc.subjectClinical research
dc.subjectNoSQL database
dc.subjectMongoDB
dc.subjectGene expression data analysis
dc.subjectMelanoma disease
dc.subjectElectronic data capture
dc.subjectTrials
dc.titleFIMED: Flexible management of biomedical data
dc.typeresearch article
dc.type.hasVersionVoR
dc.volume.number212
dc.wostypeArticle

Files