Literature DB >> 30106700

Iterative Design of Visual Analytics for a Clinician-in-the-Loop Smart Home.

Alireza Ghods, Kathleen Caffrey, Beiyu Lin, Kylie Fraga, Roschelle Fritz, Maureen Schmitter-Edgecombe, Christopher Hundhausen, Diane J Cook.   

Abstract

In order to meet the health needs of the coming "age wave," technology needs to be designed that supports remote health monitoring and assessment. In this study we design clinician in the loop (CIL), a clinician-in-the-loop visual interface, that provides clinicians with patient behavior patterns, derived from smart home data. A total of 60 experienced nurses participated in an iterative design of an interactive graphical interface for remote behavior monitoring. Results of the study indicate that usability of the system improves over multiple iterations of participatory design. In addition, the resulting interface is useful for identifying behavior patterns that are indicative of chronic health conditions and unexpected health events. This technology offers the potential to support self-management and chronic conditions, even for individuals living in remote locations.

Entities:  

Mesh:

Year:  2018        PMID: 30106700      PMCID: PMC6391215          DOI: 10.1109/JBHI.2018.2864287

Source DB:  PubMed          Journal:  IEEE J Biomed Health Inform        ISSN: 2168-2194            Impact factor:   5.772


  8 in total

1.  Using Participatory Design in a Health Information System.

Authors:  Leonor Teixeira; Vasco Saavedra; Carlos Ferreira; Beatriz Sousa Santos
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2011

2.  Activity density map visualization and dissimilarity comparison for eldercare monitoring.

Authors:  Shuang Wang; Marjorie Skubic; Yingnan Zhu
Journal:  IEEE Trans Inf Technol Biomed       Date:  2012-04-25

3.  Automated Cognitive Health Assessment From Smart Home-Based Behavior Data.

Authors:  Prafulla Nath Dawadi; Diane Joyce Cook; Maureen Schmitter-Edgecombe
Journal:  IEEE J Biomed Health Inform       Date:  2015-08-17       Impact factor: 5.772

4.  Smart home in a box: usability study for a large scale self-installation of smart home technologies.

Authors:  Yang Hu; Dominique Tilke; Taylor Adams; Aaron S Crandall; Diane J Cook; Maureen Schmitter-Edgecombe
Journal:  J Reliab Intell Environ       Date:  2016-06-18

5.  Automated Cognitive Health Assessment Using Smart Home Monitoring of Complex Tasks.

Authors:  Prafulla N Dawadi; Diane J Cook; Maureen Schmitter-Edgecombe
Journal:  IEEE Trans Syst Man Cybern Syst       Date:  2013-11       Impact factor: 13.451

6.  Analyzing Activity Behavior and Movement in a Naturalistic Environment Using Smart Home Techniques.

Authors:  Diane J Cook; Maureen Schmitter-Edgecombe; Prafulla Dawadi
Journal:  IEEE J Biomed Health Inform       Date:  2015-08-06       Impact factor: 5.772

7.  Modeling Patterns of Activities using Activity Curves.

Authors:  Prafulla N Dawadi; Diane J Cook; Maureen Schmitter-Edgecombe
Journal:  Pervasive Mob Comput       Date:  2016-06       Impact factor: 3.453

8.  Automated assessment of cognitive health using smart home technologies.

Authors:  Prafulla N Dawadi; Diane J Cook; Maureen Schmitter-Edgecombe; Carolyn Parsey
Journal:  Technol Health Care       Date:  2013       Impact factor: 1.285

  8 in total
  5 in total

1.  Linguistic summarization of in-home sensor data.

Authors:  Akshay Jain; Mihail Popescu; James Keller; Marilyn Rantz; Brianna Markway
Journal:  J Biomed Inform       Date:  2019-06-28       Impact factor: 6.317

2.  Smart moves for an aging population.

Authors:  Samuel R Josephsen; Roschelle L Fritz
Journal:  J Am Geriatr Soc       Date:  2021-03-13       Impact factor: 7.538

3.  The Collaborative Aging Research Using Technology Initiative: An Open, Sharable, Technology-Agnostic Platform for the Research Community.

Authors:  Zachary Beattie; Lyndsey M Miller; Carlos Almirola; Wan-Tai M Au-Yeung; Hannah Bernard; Kevin E Cosgrove; Hiroko H Dodge; Charlene J Gamboa; Ona Golonka; Sarah Gothard; Sam Harbison; Stephanie Irish; Judith Kornfeld; Jonathan Lee; Jennifer Marcoe; Nora C Mattek; Charlie Quinn; Christina Reynolds; Thomas Riley; Nathaniel Rodrigues; Nicole Sharma; Mary Alice Siqueland; Neil W Thomas; Timothy Truty; Rachel Wall; Katherine Wild; Chao-Yi Wu; Jason Karlawish; Nina B Silverberg; Lisa L Barnes; Sara Czaja; Lisa C Silbert; Jeffrey Kaye
Journal:  Digit Biomark       Date:  2020-11-26

4.  Interpreting Health Events in Big Data Using Qualitative Traditions.

Authors:  Roschelle L Fritz; Gordana Dermody
Journal:  Int J Qual Methods       Date:  2020-12-09

5.  Remote Monitoring of the Performance Status and Burden of Symptoms of Patients With Gastrointestinal Cancer Via a Consumer-Based Activity Tracker: Quantitative Cohort Study.

Authors:  Alireza Ghods; Armin Shahrokni; Hassan Ghasemzadeh; Diane Cook
Journal:  JMIR Cancer       Date:  2021-11-26
  5 in total

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