Precision medicine is driving medicine towards a new era where technology and large amounts of data come together to play an essential role in treatment. Data needed to empower and inform decision-makers can be overwhelming to interpret and poses unique challenges related to the visualization of data generated by machine learning and deep learning algorithms. Therefore, the present study aims to provide an in-depth understanding of the challenges, current trends, and opportunities concerning data visualization for precision medicine.
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References
1.
AshooriM.BurnsC. M.EntremontB. (2014). Using team cognitive work analysis to reveal healthcare team interactions in a birthing unit. Ergonomics. Taylor & Francis. https://doi.org/10.1080/00140139.2014.909949
2.
BackonjaU.ChiN.-C.ChoiY.HallA. K.LeT.KangY.DemirisG. (2016). Visualization approaches to support healthy aging: A systematic review. Journal of Innovation in Health Informatics, 23(3), 600. https://doi.org/10.14236/jhi.v23i3.860
CobleJ. M.MaffittJ. S.OrlandM. J.KahnM. G. (1995). Contextual inquiry: discovering physicians’ true needs. In Proceedings of the Annual Symposium on Computer Application in Medical Care (p. 469). American Medical Informatics Association.
JiancaroT.JamiesonG. A.MihailidisA. (2014). Twenty Years of Cognitive Work Analysis in Health Care : A Scoping Review, 5(1). https://doi.org/10.1177/1555343413488391
7.
MazurL. M.MosalyP. R.MooreC.MarksL. (2019). Association of the Usability of Electronic Health Records With Cognitive Workload and Performance Levels Among Physicians, 2(4), 1-11. https://doi.org/10.1001/jamanetworkopen.2019.1709
8.
MouginF.AuberD.BourquiR.DialloG.DutourI.JouhetV.. . . ThebaultP. (2018). Visualizing omics and clinical data : Which challenges for dealing with their variety?Methods, 132, 3-18. https://doi.org/10.1016/i.vmeth.2017.08.012
9.
MunznerT. (2015). Visualization analysis and design. ISBN:9781466508934 (e-book : PDF)
LinJZLongJYWangAQZhengYZhaoHT. Precision medicine: In need of guidance and surveillance. World J Gastroenterol2017; 23(28): 5045-5050
15.
ThyvalikakathT. P.DziabiakM. P.JohnsonR.Torres-UrquidyM. H.AcharyaA.YabesJ.SchleyerT. K. (2014). Advancing cognitive engineering methods to support user interface design for electronic health records. International journal of medical informatics, 83(4), 292-302.
