Visual analytics in healthcare – opportunities and research challenges

Researchers could use visual analytics tools to help perform population-based analysis and obtain insights from large amounts of clinical data.

Visual analytics in healthcare--opportunities and research challenges

Visual analytics in healthcare--opportunities and research challenges.

... 13 December 2014. ACCEPTED 10 January 2015. Visual analytics in healthcare – opportunities and research challenges. Jesus J Caban1, David Gotz2.

Visual analytics in healthcare--opportunities and research challenges

Request PDF | Visual analytics in healthcare--opportunities and research challenges | As medical organizations modernize their operations, ...

Visual analytics in healthcare – opportunities and research challenges

Visual analytics is an emerging discipline that has shown significant promise in addressing many of [health] information overload challenges.

VAHC 2024 (15th workshop on Visual Analytics in Healthcare ...

Now in its 15th year, the Workshop on Visual Analytics in Healthcare (VAHC) is the premier research event exploring the application of data visualization and ...

Explaining artificial intelligence with visual analytics in healthcare

Based on our analysis, we outline research opportunities and challenges to further guide the exciting rapprochement of visual analytics and ...

Visual Analytic Tools and Techniques in Population Health and ...

We will use established scoping review methods to meet the study objective. As the use of the term visual analytics is inconsistent, one of the major challenges ...

Visual Analytics - Working Group

The mission is to promote the development and validation of new visual analytical techniques that can be used to address some of the fundamental data and ...

Transforming patient experiences: The role of visual analytics in ...

Visual analytics serves as a powerful tool in simplifying intricate healthcare data, translating it into intuitive visual representations that ...

Challenges and opportunities of big data analytics in healthcare

This mindset endangers the patient, denies doctors, and researchers access to vital information, and jeopardizes the organization's ability to ...

Volume 22 Issue 2 March 2015 - Oxford Academic

FOCUS ON VISUALIZATION. Visual analytics in healthcare – opportunities and research challenges. Jesus J Caban and David Gotz. Journal of the American Medical ...

Analyzing the impact of data visualization applications for ...

Visual analytics (VA) systems have emerged as a viable solution to address information overload challenges within Saudi healthcare data by seamlessly ...

Deep Visual Analytics (DVA): Applications, Challenges and Future ...

We present open research challenges for emerging DVA in the visualization community. We also highlight some key themes from the existing ...

Visual Analytics for Electronic Health Records: A Review - MDPI

The emergence of a type of computational system called visual analytics has the potential to handle information overload challenges in EHRs by integrating ...

Experts' perceptions on the use of visual analytics for complex ...

Visual analytics may play a critical role in supporting analysis of complex healthcare data and decision-making. The purpose of this study was ...

Challenges of Time-oriented Data in Visual Analytics for Healthcare

The visual exploration and analysis of time-oriented data in healthcare are important yet challenging tasks. ... Furthermore, it portrays existing and future work ...

Role of visual analytics in supporting mental healthcare systems ...

The speed of this evolution has generated new challenges for translating complex data into effective evidence-informed policy. Visual analytics offers new ...

Data Visualization in Healthcare: Examples, Benefits & Challenges

Secondly, health data visualization has the potential to improve patient outcomes. Presenting data in a more visual format allows healthcare professionals to ...

Challenges of Time-oriented Data in Visual Analytics for Healthcare

Finally, many steps of an evaluation study such as task display, time keeping, and data collection can be automated. We are work- ing on a general evaluation ...