DocumentCode
243545
Title
Visualization of Patient Distributions in a Hospital Based on the Clinical Actions Stored in EHR
Author
Hirano, Shoji ; Tsumoto, Shusaku
Author_Institution
Dept. of Med. Inf., Shimane Univ., Izumo, Japan
fYear
2014
fDate
14-14 Dec. 2014
Firstpage
284
Lastpage
288
Abstract
This paper presents an attempt to visualize the geographical distribution of outpatients in a hospital as a preliminary step towards the process-dynamics mining. In order to obtain the locations of patients without using devices carried by themselves, we extract clinical action records (e.g. treatments, examinations and injections) from hospital information systems and utilize the locations of information sources, under an assumption that a patient presented himself or herself at the place where an action was being recorded. Using the temporal records of clinical actions with locations, we firstly summarize the process courses frequently used in outpatient services, and then visualize the dynamics of patients by projecting the change of patient distribution onto hospital maps.
Keywords
data mining; data visualisation; electronic health records; health care; medical computing; EHR; clinical action; electronic health record; hospital information system; medical data mining; outpatient service; patient distribution visualization; Blood; Data mining; Data visualization; Endoscopes; Hospitals; Laboratories; Radiology; medical data mining; process mining; service science; visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Mining Workshop (ICDMW), 2014 IEEE International Conference on
Conference_Location
Shenzhen
Print_ISBN
978-1-4799-4275-6
Type
conf
DOI
10.1109/ICDMW.2014.185
Filename
7022609
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