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
Link To Document :
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