Medical Record to Simplify the Hospital Decision Making System

DOI

10.2991/aer.k.210810.064How to use a DOI?

Keywords

Medical Record, Data Mining, Hospital

Abstract

Piles of medical record data in hospitals or health clinics are personal information of a patient. The data is a patient’s medical history that is recorded and stored in the hospital. Hospitals can use this data if at any time the patient returns to the hospital or is used for referrals to other hospitals. Medical record data in recording uses standard writing, and for most hospitals or health clinics in Indonesia using the ICD-10 standard. From the medical record data, information about health conditions or health conditions in community groups and age groups can be obtained. Health can take advantage of the information contained in the pile of medical record data to carry out counseling or early action to the community in certain groups. This study used a classification method with a total of 1601 clean medical records. The results of this study were to find patterns in analyzing disease trends in a group of people. As a determining attribute that has the highest gain in medical record data is the ICD grouping. From the results of data processing using 5 fold cross validation, the most optimal results are obtained with an accuracy of 70%.

Copyright

© 2021, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Edy Kurniawan
PY  - 2021
DA  - 2021/08/11
TI  - Medical Record to Simplify the Hospital Decision Making System
BT  - Proceedings of the 2nd Borobudur International Symposium on Science and Technology (BIS-STE 2020)
PB  - Atlantis Press
SP  - 368
EP  - 371
SN  - 2352-5401
UR  - https://doi.org/10.2991/aer.k.210810.064
DO  - 10.2991/aer.k.210810.064
ID  - Kurniawan2021
ER  -