Dr Dimitra Gkatzia D.Gkatzia@napier.ac.uk
Associate Professor
Dr Dimitra Gkatzia D.Gkatzia@napier.ac.uk
Associate Professor
Verena Rieser
Alexander Mcsporran
Alistair Mcgowan
Alasdair Mort
Michaela Dewar
Understanding and interpreting medical sensor data is an essential part of pre-hospital care in medical emergencies, but requires training and previous knowledge. In this paper, we describe ongoing work towards a medical decision support tool, which automatically generates textual summaries of underlying sensor data. In particular, we present results from a survey investigating the preferences of individual users and user groups when summarizing medical sensor data. We find that the users' preferences are not necessarily dependent on the user's training level, profession or gender. We therefore use cluster analysis to identify user groups with consistent preferences with regard to 4 different first aid scenarios and 3 types of physiological parameters. In future work, we will utilize these findings to automatically adapt the generated output to personal preferences.
Presentation Conference Type | Conference Paper (Published) |
---|---|
Conference Name | BCS Health Informatics Scotland |
Start Date | Sep 2, 2014 |
End Date | Sep 3, 2014 |
Acceptance Date | Aug 12, 2014 |
Publication Date | Sep 2, 2014 |
Deposit Date | Dec 14, 2017 |
Publicly Available Date | Dec 15, 2017 |
Book Title | BCS Health Informatics Scotland (HIS) |
Keywords | User Preferences; Data-to-text; Decision Support Systems; Health data; Wearable tech |
Public URL | http://researchrepository.napier.ac.uk/Output/929985 |
Contract Date | Dec 14, 2017 |
Generating Verbal Descriptions from Medical Sensor Data: A Corpus Study on User Preferences
(460 Kb)
PDF
How to Talk to Strangers: generating medical reports for first time users
(2016)
Presentation / Conference Contribution
The REAL Corpus: a crowd-sourced corpus of human generated and evaluated spatial references to real-world urban scenes
(2016)
Presentation / Conference Contribution
Exploratory Navigation for Runners Through Geographic Area Classification with Crowd-Sourced Data
(2015)
Presentation / Conference Contribution
From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes
(2015)
Presentation / Conference Contribution
A Game-Based Setup for Data Collection and Task-Based Evaluation of Uncertain Information Presentation
(2015)
Presentation / Conference Contribution
About Edinburgh Napier Research Repository
Administrator e-mail: repository@napier.ac.uk
This application uses the following open-source libraries:
Apache License Version 2.0 (http://www.apache.org/licenses/)
Apache License Version 2.0 (http://www.apache.org/licenses/)
SIL OFL 1.1 (http://scripts.sil.org/OFL)
MIT License (http://opensource.org/licenses/mit-license.html)
CC BY 3.0 ( http://creativecommons.org/licenses/by/3.0/)
Powered by Worktribe © 2024
Advanced Search