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Literature DB >> 25656514

Understanding variations in pediatric asthma care processes in the emergency department using visual analytics.

Rahul C Basole¹, Mark L Braunstein², Vikas Kumar³, Hyunwoo Park⁴, Minsuk Kahng⁵, Duen Horng Polo Chau⁵, Acar Tamersoy⁵, Daniel A Hirsh⁶, Nicoleta Serban⁷, James Bost⁸, Burton Lesnick⁸, Beth L Schissel⁶, Michael Thompson⁸.

Abstract

Health care delivery processes consist of complex activity sequences spanning organizational, spatial, and temporal boundaries. Care is human-directed so these processes can have wide variations in cost, quality, and outcome making systemic care process analysis, conformance testing, and improvement challenging. We designed and developed an interactive visual analytic process exploration and discovery tool and used it to explore clinical data from 5784 pediatric asthma emergency department patients.

Entities: Species

Keywords: asthma; emergency care; pediatric hospital; process mining; visual analytics

Mesh：

Year: 2015 PMID： 25656514 DOI： 10.1093/jamia/ocu016

Source DB: PubMed Journal: J Am Med Inform Assoc ISSN： 1067-5027 Impact factor: 4.497

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Cited

8 in total

1. A Visual Analytics Approach to Understanding Care Process Variation and Conformance.

Authors: Rahul C Basole; Hyunwoo Park; Mayank Gupta; Mark L Braunstein; Duen Horng Chau; Michael Thompson
Journal: Proc 2015 Workshop Vis Anal Healthc (2015) Date: 2015-10

2. Chronodes: Interactive Multifocus Exploration of Event Sequences.

Authors: Peter J Polack; Shang-Tse Chen; Minsuk Kahng; Kaya DE Barbaro; Rahul Basole; Moushumi Sharmin; Duen Horng Chau
Journal: ACM Trans Interact Intell Syst Date: 2018-02

Review 3. Molecular networks in Network Medicine: Development and applications.

Authors: Edwin K Silverman; Harald H H W Schmidt; Eleni Anastasiadou; Lucia Altucci; Marco Angelini; Lina Badimon; Jean-Luc Balligand; Giuditta Benincasa; Giovambattista Capasso; Federica Conte; Antonella Di Costanzo; Lorenzo Farina; Giulia Fiscon; Laurent Gatto; Michele Gentili; Joseph Loscalzo; Cinzia Marchese; Claudio Napoli; Paola Paci; Manuela Petti; John Quackenbush; Paolo Tieri; Davide Viggiano; Gemma Vilahur; Kimberly Glass; Jan Baumbach
Journal: Wiley Interdiscip Rev Syst Biol Med Date: 2020-04-19

Review 4. Visual Analytic Tools and Techniques in Population Health and Health Services Research: Scoping Review.

Authors: Jawad Ahmed Chishtie; Jean-Sebastien Marchand; Luke A Turcotte; Iwona Anna Bielska; Jessica Babineau; Monica Cepoiu-Martin; Michael Irvine; Sarah Munce; Sally Abudiab; Marko Bjelica; Saima Hossain; Muhammad Imran; Tara Jeji; Susan Jaglal
Journal: J Med Internet Res Date: 2020-12-03 Impact factor: 5.428

Review 5. Interactive Visualization Applications in Population Health and Health Services Research: Systematic Scoping Review.

Authors: Jawad Chishtie; Iwona Anna Bielska; Aldo Barrera; Jean-Sebastien Marchand; Muhammad Imran; Syed Farhan Ali Tirmizi; Luke A Turcotte; Sarah Munce; John Shepherd; Arrani Senthinathan; Monica Cepoiu-Martin; Michael Irvine; Jessica Babineau; Sally Abudiab; Marko Bjelica; Christopher Collins; B Catharine Craven; Sara Guilcher; Tara Jeji; Parisa Naraei; Susan Jaglal
Journal: J Med Internet Res Date: 2022-02-18 Impact factor: 7.076

Understanding variations in pediatric asthma care processes in the emergency department using visual analytics.

1. A Visual Analytics Approach to Understanding Care Process Variation and Conformance.

2. Chronodes: Interactive Multifocus Exploration of Event Sequences.

Review 3. Molecular networks in Network Medicine: Development and applications.

Review 4. Visual Analytic Tools and Techniques in Population Health and Health Services Research: Scoping Review.

Review 5. Interactive Visualization Applications in Population Health and Health Services Research: Systematic Scoping Review.

6. Clinical and operational insights from data-driven care pathway mapping: a systematic review.

7. A richly interactive exploratory data analysis and visualization tool using electronic medical records.

8. A visual analytics approach for pattern-recognition in patient-generated data.