ON THE CDSS PLATFORM DEVELOPMENT FOR THE OPEN-SOURCE MIS OPENEMR
IntroductionAn importance of Medical Information Systems (MIS) in medical practice and education is displayed. The wide usage of the Electronic Medical Records (EMR) software is signed. Current state. The open source EMR-systems usageThe importance and alternative approaches to the implementation of...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Ukrmedknyha Publishing House
2015-10-01
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| Series: | Medična Informatika ta Inženerìâ |
| Online Access: | http://ojs.tdmu.edu.ua/index.php/here/article/view/4999 |
| _version_ | 1797712794226786304 |
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| author | A. V. Semenets V. P. Martsenyuk |
| author_facet | A. V. Semenets V. P. Martsenyuk |
| author_sort | A. V. Semenets |
| collection | DOAJ |
| description | IntroductionAn importance of Medical Information Systems (MIS) in medical practice and education is displayed. The wide usage of the Electronic Medical Records (EMR) software is signed.
Current state. The open source EMR-systems usageThe importance and alternative approaches to the implementation of the MIS in the Ukraine healthcare system are discussed. The situation on the MIS development in Ukraine is presented. The benefits of the open-source MIS usage are shown.
Effectiveness of the Clinical Decision Support Systems (CDSS) application in the medical decision making process are introduced. The CDSS capabilities in diagnostic of the pregnancy pathologies are considered.
The CDSS platform development implementationThe step-by-step results of the CDSS platform development as the plugin for the open-source MIS OpenEMR are presented.
The open-source MIS OpenEMR developer tools and software API are reviewed.
The information model of the CDSS database was proposed and developed. The Model-View-Controller (MVC) based approach to the CDSS architecture is proposed. The CDSS dialog subsystem implementation according to the MIS OpenEMR programming API is developed. The administrative module of the CDSS platform based on the Yii2 php-framework is created.
An approach to the decision making process which is based on the decision tree algorithm usage is proposed. An implementation of the given above approach as separate web-service based won the Google App Engine (GAE) capabilities is presented. The data exchanging formats and methods which OpenEMR CDSS module and DecissionTree GAE service interaction establish are developed. |
| first_indexed | 2024-03-12T07:27:03Z |
| format | Article |
| id | doaj.art-417c8fe7acc4424b8bcb41941aa3a47b |
| institution | Directory Open Access Journal |
| issn | 1996-1960 1997-7468 |
| language | English |
| last_indexed | 2024-03-12T07:27:03Z |
| publishDate | 2015-10-01 |
| publisher | Ukrmedknyha Publishing House |
| record_format | Article |
| series | Medična Informatika ta Inženerìâ |
| spelling | doaj.art-417c8fe7acc4424b8bcb41941aa3a47b2023-09-02T22:04:30ZengUkrmedknyha Publishing HouseMedična Informatika ta Inženerìâ1996-19601997-74682015-10-010310.11603/mie.1996-1960.2015.3.49994505ON THE CDSS PLATFORM DEVELOPMENT FOR THE OPEN-SOURCE MIS OPENEMRA. V. Semenets0V. P. Martsenyuk1ДВНЗ «Тернопільський державний медичний університет імені І. Я. Горбачевського МОЗ України»ДВНЗ «Тернопільський державний медичний університет імені І. Я. Горбачевського МОЗ України»IntroductionAn importance of Medical Information Systems (MIS) in medical practice and education is displayed. The wide usage of the Electronic Medical Records (EMR) software is signed. Current state. The open source EMR-systems usageThe importance and alternative approaches to the implementation of the MIS in the Ukraine healthcare system are discussed. The situation on the MIS development in Ukraine is presented. The benefits of the open-source MIS usage are shown. Effectiveness of the Clinical Decision Support Systems (CDSS) application in the medical decision making process are introduced. The CDSS capabilities in diagnostic of the pregnancy pathologies are considered. The CDSS platform development implementationThe step-by-step results of the CDSS platform development as the plugin for the open-source MIS OpenEMR are presented. The open-source MIS OpenEMR developer tools and software API are reviewed. The information model of the CDSS database was proposed and developed. The Model-View-Controller (MVC) based approach to the CDSS architecture is proposed. The CDSS dialog subsystem implementation according to the MIS OpenEMR programming API is developed. The administrative module of the CDSS platform based on the Yii2 php-framework is created. An approach to the decision making process which is based on the decision tree algorithm usage is proposed. An implementation of the given above approach as separate web-service based won the Google App Engine (GAE) capabilities is presented. The data exchanging formats and methods which OpenEMR CDSS module and DecissionTree GAE service interaction establish are developed.http://ojs.tdmu.edu.ua/index.php/here/article/view/4999 |
| spellingShingle | A. V. Semenets V. P. Martsenyuk ON THE CDSS PLATFORM DEVELOPMENT FOR THE OPEN-SOURCE MIS OPENEMR Medična Informatika ta Inženerìâ |
| title | ON THE CDSS PLATFORM DEVELOPMENT FOR THE OPEN-SOURCE MIS OPENEMR |
| title_full | ON THE CDSS PLATFORM DEVELOPMENT FOR THE OPEN-SOURCE MIS OPENEMR |
| title_fullStr | ON THE CDSS PLATFORM DEVELOPMENT FOR THE OPEN-SOURCE MIS OPENEMR |
| title_full_unstemmed | ON THE CDSS PLATFORM DEVELOPMENT FOR THE OPEN-SOURCE MIS OPENEMR |
| title_short | ON THE CDSS PLATFORM DEVELOPMENT FOR THE OPEN-SOURCE MIS OPENEMR |
| title_sort | on the cdss platform development for the open source mis openemr |
| url | http://ojs.tdmu.edu.ua/index.php/here/article/view/4999 |
| work_keys_str_mv | AT avsemenets onthecdssplatformdevelopmentfortheopensourcemisopenemr AT vpmartsenyuk onthecdssplatformdevelopmentfortheopensourcemisopenemr |