Download - Visual Analytics in Healtcare
VISUAL ANALYTICS IN HEALTHCAREPAYAL PATEL
VISUAL ANALYTICS
Visual Analyti
cs
Visual-
ization
Data Analy
sis
Human
Factors
VISUAL ANALYTICS
Makes data consumable, accessible,
and meaningful
Transform raw data into
information and
knowledge
Helps with information
overload
CASE STUDIES
Chronic headache patient support
Sepsis Data Dashboard
Analytic Injury Dashboard (AID)
CASE STUDY 1: SUPPORTING CHRONIC HEADACHE PATIENTS W/ VISUAL ANALYTICS
Empower patient with knowledge
Engage patient with interactive
visualization
Patient’s are generally
dependent on
clinician’s advices to improve
condition
Goal: interactive data visualizations
that show hidden patterns
of chronic trends so the patient can review how their daily
activities impact their chronic conditions
CASE STUDY 2: SEPSIS DATA DASHBOARD
Sepsis: a systematic
inflammatory response
to infection
Dashboards are
maintained through an automated
process.
Increased speed and
consistency of analysis
Outcome: Creation of
data dashboards that allow
robust visualizations
of the processes and
outcomes associated with sepsis
CASE STUDY 3: ANALYTIC INJURY DASHBOARD
Decision Support Tool
Focus: application
of visual analytics to
public health issues,
specifically child and
youth injuryGroup
analytics method:
SMEs and VAEs
Results: interactive/analyt
ical dashboard that empower
stakeholders to synthesize critical
information to strengthen
child/youth injury surveillance,
prevention, and future research
REFERENCES
Kamal, Noreen. "Big Data and Visual Analytics in Health and Medicine: From Pipe Dream to Reality." Journal of Health & Medical Informatics J Health Med Inform 05.05 (2014): n. pag. Web. <http://www.omicsonline.org/open-access/big-data-and-visual-analytics-in-health-and-medicine-from-pipe-dream-2157-7420.1000e125.pdf>.
Ledesma, Andres, Hannu Nieminen, Paivi Valve, Miikka Ermes, Holly Jimison, and Misha Pavel. "The Shape of Health: A Comparison of Five Alternative Ways of Visualizing Personal Health and Wellbeing." 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (2015): n. pag. Web. <https://arxiv.org/pdf/1604.01797.pdf>.
Shneiderman, Ben, Catherine Plaisant, and Bradford W. Hesse. "Improving Healthcare with Interactive Visualization." Computer 46.5 (2013): 58-66. Web. <https://www.cs.umd.edu/~ben/Shneiderman2013Improving.pdf>.
Stadler, Jennifer G., Kipp Donlon, Jordan D. Siewert, Tessa Franken, and Nathaniel E. Lewis. "Improving the Efficiency and Ease of Healthcare Analysis Through Use of Data Visualization Dashboards." Big Data 4.2 (2016): 129-35. Web. <http://online.liebertpub.com/doi/pdf/10.1089/big.2015.0059>.
Rahman, S.M Waliur, Rahul Kamal Bhaskar, Frank Maurer, and Anthony Tang. "Supporting Chronic Headache Patients with Visual Analytics." (2014): n. pag. Web. <http://hcitang.org/papers/2014-dis2014workshop-chronic-headaches.pdf>.