A review of analytics and clinical informatics in health care

AF Simpao, LM Ahumada, JA Gálvez… - Journal of medical …, 2014 - Springer
Federal investment in health information technology has incentivized the adoption of
electronic health record systems by physicians and health care organizations; the result has …

Big data and visual analytics in anaesthesia and health care

AF Simpao, LM Ahumada… - British journal of …, 2015 - academic.oup.com
Advances in computer technology, patient monitoring systems, and electronic health record
systems have enabled rapid accumulation of patient data in electronic form (ie big data) …

Sensemaking strategies with immersive space to think

L Lisle, K Davidson, EJK Gitre, C North… - 2021 IEEE virtual …, 2021 - ieeexplore.ieee.org
The process of sensemaking involves foraging through and extracting information from large
sets of documents, and it can be a cognitively intensive task. A recent approach, the …

Combining computational analyses and interactive visualization for document exploration and sensemaking in jigsaw

C Görg, Z Liu, J Kihm, J Choo, H Park… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Investigators across many disciplines and organizations must sift through large collections of
text documents to understand and piece together information. Whether they are fighting …

How many ways to use CiteSpace? A study of user interactive events over 14 months

Q **, J He, C Chen - Journal of the Association for …, 2017 - Wiley Online Library
Using visual analytic systems effectively may incur a steep learning curve for users,
especially for those who have little prior knowledge of either using the tool or accomplishing …

More than data stories: Broadening the role of visualization in contemporary journalism

Y Fu, J Stasko - IEEE Transactions on Visualization and …, 2023 - ieeexplore.ieee.org
Data visualization and journalism are deeply connected. From early infographics to recent
data-driven storytelling, visualization has become an integrated part of contemporary …

Intelligent narrative summaries: From indicative to informative summarization

S Ghodratnama, A Beheshti, M Zakershahrak… - Big Data Research, 2021 - Elsevier
Perceiving data can be challenging as the analysis goal is subjective. Storytelling
approaches try to address this challenge by focusing on the research problem of …

Using lag-sequential analysis for understanding interaction sequences in visualizations

M Pohl, G Wallner, S Kriglstein - International Journal of Human-Computer …, 2016 - Elsevier
The investigation of how users make sense of the data provided by information systems is
very important for human computer interaction. In this context, understanding the interaction …

Unsupervised semantic abstractive summarization

S Dohare, V Gupta, H Karnick - Proceedings of ACL 2018, Student …, 2018 - aclanthology.org
Automatic abstractive summary generation remains a significant open problem for natural
language processing. In this work, we develop a novel pipeline for Semantic Abstractive …

Examining the use of a visual analytics system for sensemaking tasks: Case studies with domain experts

Y Kang, J Stasko - IEEE Transactions on Visualization and …, 2012 - ieeexplore.ieee.org
While the formal evaluation of systems in visual analytics is still relatively uncommon,
particularly rare are case studies of prolonged system use by domain analysts working with …