Bilal Arshad
Position paper: Provenance data visualisation for neuroimaging analysis
Arshad, Bilal; Munir, Kamran; McClatchey, Richard; Liaquat Kiani, Saad
Authors
Kamran Munir Kamran2.Munir@uwe.ac.uk
Professor in Data Science
Richard McClatchey Richard.Mcclatchey@uwe.ac.uk
Academic Specialist - CATE
Saad Liaquat Kiani
Abstract
Visualisation facilitates the understanding of scientific data both through exploration and explanation of visualised data. Provenance contributes to the understanding of data by containing the contributing factors behind a result. With the significant increase in data volumes and algorithm complexity, clinical researchers are struggling with information tracking, analysis reproducibility and the verification of scientific output. Data coming from various heterogeneous sources (multiple sources with varying level of trust) in a collaborative environment adds to the uncertainty of the scientific output. Systems are required that offer provenance data capture and visualisation support for analyses. We present an account for the need to visualise provenance information in order to aid the process of verification of scientific outputs, comparison of analyses, progression and evolution of results for neuroimaging analysis.
Citation
Arshad, B., Munir, K., McClatchey, R., & Liaquat Kiani, S. (2014, December). Position paper: Provenance data visualisation for neuroimaging analysis. Paper presented at 12th International Conference on Frontiers of Information Technology (FIT 2014), Islamabad, Pakistan
Presentation Conference Type | Conference Paper (unpublished) |
---|---|
Conference Name | 12th International Conference on Frontiers of Information Technology (FIT 2014) |
Conference Location | Islamabad, Pakistan |
Start Date | Dec 17, 2014 |
End Date | Dec 19, 2014 |
Publication Date | Dec 1, 2014 |
Publicly Available Date | Jun 6, 2019 |
Peer Reviewed | Peer Reviewed |
Keywords | provenance, workflows, biomedical analysis, neuroimaging, visualisation |
Public URL | https://uwe-repository.worktribe.com/output/806902 |
Publisher URL | http://fit.edu.pk/ |
Related Public URLs | http://www.ieee.org/conferences_events/conferences/conferencedetails/index.html?Conf_ID=34323 |
Additional Information | Title of Conference or Conference Proceedings : 12th International Conference on Frontiers of Information Technology (FIT 2014) |
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