• Title/Summary/Keyword: MySql

Search Result 180, Processing Time 0.028 seconds

RAUT: An End-to-End Tool for Automated Parsing and Uploading River Cross-sectional Survey in AutoCAD format to River Information System for Supporting HEC-RAS Operation (하천정비기본계획 CAD 형식 단면측량자료 자동 추출 및 하천공간 데이터베이스 업로딩과 HEC-RAS 지원을 위한 RAUT 툴 개발)

  • Kim, Kyungdong;you, Hojun;Kim, Dongsu
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2020.06a
    • /
    • pp.75-75
    • /
    • 2020
  • 하천법에 의거하여 국내 하천들에는 상당한 국가예산으로 하천정비기본계획이 5-10년 주기로 수립되고 있으며, 홍수위 계산을 위한 HEC-RAS 모의에 필요한 하천단면 등 다양한 하천측량이 실시되고 있다. 그러나, 하천측량자료들은 하천관리지리정보시스템(RIMGIS)에 pdf 보고서 형태로만 제공되고, 원자료는 CAD 형식으로 하천정비계획을 수행한 설계사 등이 분산 소유하고 있어 관리부재로 망실의 우려도 있어, 다른 용도로의 활용성이 상당히 저하되어 있는 실정이다. 그리고, 측량된 CAD 형식의 단면자료 등을 HEC-RAS에 활용할 때, 'Dream'과 같은 툴을 활용하나 거의 수작업에 가까운 시간과 비용이 소요되는 현실에 있다. 본 연구에서는 이러한 문제들을 해결할 수 있는 툴인 RAUT(River information Auto Upload Tool)를 개발하였다., RAUT 툴은 첫째, 실무에서 하천기본계획 수립 시 활용되는 HEC-RAS 1차원 모형의 입력자료를 CAD 측량자료를 직접수기로 입력 및 모의를 실시하는 복잡한 단계를 자동화시키고자 하였다. 둘째, 하천공간정보인 CAD측량 자료를 직접 읽어 표준 데이터 모델 (Arc River)기반 하천공간정보 DB에 자동 업도드하여 전국단위의 하천정비계획의 하천측량자료 관리가 가능하게 할 수 있다. 즉, 만약 RIMGIS가 RAUT와 같은 툴을 사용하면 하천단면과 같은 전국단위 하천측량 자료를 체계적으로 관리할 수 있게 된다는 의미이다. 개발한 RAUT는 제주도 한천유역을 대상으로 하천정비기본계획의 하천공간정보 CAD자료를 읽어들여 mySQL기반 공간 DB로 구축하고, 구축된 DB로부터 HEC-RAS 1차원 모의 실시하기 위한 지형자료를 자동으로 생성시키는 과정을 시범적으로 구현하였다.

  • PDF

Graduates' Progression Tracking System

  • Amjad Althubiti;Razan Alharthi;Rneem Alqarni;Haya Alharthi;Fawziah Alzahrani;Shahad Alotaibi;Mona Al-Qahtaniy;Mrim Alnfiai
    • International Journal of Computer Science & Network Security
    • /
    • v.24 no.6
    • /
    • pp.119-130
    • /
    • 2024
  • Universities are open systems that aim to prepare students to meet academic and industrial programs' expectations. It is important for universities to recognize these expectations and to make sure that they are achievable. To do so, graduates' progression tracking system is an essential tool for universities' development to ensure graduate students meet the market requirements. The purpose of this paper is to create automatic tracing system that captures information about students after graduation and creates annual report that represents the status of university students in term of employment or completing their study. It mainly assists graduates to find appropriate jobs that meet their desires or enabling them to complete their higher education by providing all these opportunities in one platform. The system main objective is to improve communication between graduate students, the university and companies. It also aims to identify the difficulties associated with graduate employability and changes are required to serve current students in term of creating new programs or activities. This helps universities to identify and address the existing curriculums and program's strengths and weaknesses and their adequacy, quality and competencies of a graduate in the labor market, which enhances the quality of higher education. we analyzed and implemented the tracing system using PHP language, which speeds up custom web application development and MySQL database, which guarantee data security, high performance, and other features. Graduate students found the proposed system usable and valuable.

A Web-based 'Patterns of Care Study' System for Clinical Radiation Oncology in Korea: Development, Launching, and Characteristics (우리나라 임상방사선종양을 위한 웹 기반 PCS 시스템의 개발과 특성)

  • Kim, Il Han;Chie, Eui Kyu;Oh, Do Hoon;Suh Chang-Ok;Kim, Jong Hoon;Ahn, Yong Chan;Hur, Won-Joo;Chung, Woong Ki;Choi, Doo Ho;Lee, Jae Won
    • Radiation Oncology Journal
    • /
    • v.21 no.4
    • /
    • pp.291-298
    • /
    • 2003
  • Purpose: We report upon a web-based system for Patterns of Care Study (PCS) devised for Korean radiation oncology. This PCS was designed to establish standard tools for clinical quality assurance, to determine basic parameters for radiation oncology processes, to offer a solid system for cooperative clinical studies and a useful standard database for comparisons with other national databases. Materials and Methods: The system consisted of a main server with two back-ups in other locations. The program uses a Linux operating system and a MySQL database. Cancers with high frequencies in radiotherapy departments in Korea from 1998 to 1999 were chosen to have a developmental priority. Results: The web-based clinical PCS .system for radiotherapy in www.pcs.re.kr was developed in early 2003 for cancers of the breast, rectum, esophagus, larynx and lung, and for brain metastasis. The total number of PCS study items exceeded one thousand. Our PCS system features user-friendliness, double entry checking, data security, encryption, hard disc mirroring, double back-up, and statistical analysis. Alphanumeric data can be input as well as image data. In addition, programs were constructed for IRB submission, random sampling of data, and departmental structure. Conclusion: For the first time in the field of PCS, we have developed a web-based system and associated working programs. With this system, we can gather sample data in a short period and thus save, cost, effort and time. Data audits should be peformed to validate input data. We propose that this system should be considered as a standard method for PCS or similar types of data collection systems.

RAUT: An end-to-end tool for automated parsing and uploading river cross-sectional survey in AutoCAD format to river information system for supporting HEC-RAS operation (하천정비기본계획 CAD 형식 단면 측량자료 자동 추출 및 하천공간 데이터베이스 업로딩과 HEC-RAS 지원을 위한 RAUT 툴 개발)

  • Kim, Kyungdong;Kim, Dongsu;You, Hojun
    • Journal of Korea Water Resources Association
    • /
    • v.54 no.12
    • /
    • pp.1339-1348
    • /
    • 2021
  • In accordance with the River Law, the basic river maintenance plan is established every 5-10 years with a considerable national budget for domestic rivers, and various river surveys such as the river section required for HEC-RAS simulation for flood level calculation are being conducted. However, river survey data are provided only in the form of a pdf report to the River Management Geographic Information System (RIMGIS), and the original data are distributedly owned by designers who performed the river maintenance plan in CAD format. It is a situation that the usability for other purposes is considerably lowered. In addition, when using surveyed CAD-type cross-sectional data for HEC-RAS, tools such as 'Dream' are used, but the reality is that time and cost are almost as close as manual work. In this study, RAUT (River Information Auto Upload Tool), a tool that can solve these problems, was developed. First, the RAUT tool attempted to automate the complicated steps of manually inputting CAD survey data and simulating the input data of the HEC-RAS one-dimensional model used in establishing the basic river plan in practice. Second, it is possible to directly read CAD survey data, which is river spatial information, and automatically upload it to the river spatial information DB based on the standard data model (ArcRiver), enabling the management of river survey data in the river maintenance plan at the national level. In other words, if RIMGIS uses a tool such as RAUT, it will be able to systematically manage national river survey data such as river section. The developed RAUT reads the river spatial information CAD data of the river maintenance master plan targeting the Jeju-do agar basin, builds it into a mySQL-based spatial DB, and automatically generates topographic data for HEC-RAS one-dimensional simulation from the built DB. A pilot process was implemented.

Implementation of a Web-Based Early Warning System for Meteorological Hazards (기상위험 조기경보를 위한 웹기반 표출시스템 구현)

  • Kong, In Hak;Kim, Hong Joong;Oh, Jai Ho;Lee, Yang Won
    • Journal of Korean Society for Geospatial Information Science
    • /
    • v.24 no.4
    • /
    • pp.21-28
    • /
    • 2016
  • Numeric weather prediction is important to prevent meteorological disasters such as heavy rain, heat wave, and cold wave. The Korea meteorological administration provides a realtime special weather report and the rural development administration demonstrates information about 2-day warning of agricultural disasters for farms in a few regions. To improve the early warning systems for meteorological hazards, a nation-wide high-resolution dataset for weather prediction should be combined with web-based GIS. This study aims to develop a web service prototype for early warning of meteorological hazards, which integrates web GIS technologies with a weather prediction database in a temporal resolution of 1 hour and a spatial resolution of 1 km. The spatially and temporally high-resolution dataset for meteorological hazards produced by downscaling of GME was serviced via a web GIS. In addition to the information about current status of meteorological hazards, the proposed system provides the hourly dong-level forecasting of meteorologic hazards for upcoming seven days, such as heavy rain, heat wave, and cold wave. This system can be utilized as an operational information service for municipal governments in Korea by achieving the future work to improve the accuracy of numeric weather predictions and the preprocessing time for raster and vector dataset.

A Study on the Construction of Database, Online Management System, and Analysis Instrument for Biological Diversity Data (생물다양성 자료의 데이터베이스화와 온라인 관리시스템 및 분석도구 구축에 관한 연구)

  • Bec Kee-Yul;Jung Jong-Chul;Park Seon-Joo;Lee Jong-Wook
    • Journal of Environmental Science International
    • /
    • v.14 no.12
    • /
    • pp.1119-1127
    • /
    • 2005
  • The management of data on biological diversity is presently complex and confusing. This study was initiated to construct a database so that such data could be stored in a data management, and analysis instrument to correct the problems inherent in the current incoherent storage methods. MySQL was used in DBMS(DataBase Management System), and the program was basically produced using Java technology Also, the program was developed so people could adapt to the requirements that are changing every minute. We hope this was accomplished by modifying easily and quickly the advanced programming technology and patterns. To this end, an effective and flexible database schema was devised to store and analyze diversity databases. Even users with no knowledge of databases should be able to access this management instrument and easily manage the database through the World Wide Web. On a basis of databases stored in this manner, it could become routinely used for various databases using this analysis instrument supplied on the World Wide Web. Supplying the derived results by using a simple table and making results visible using simple charts, researchers could easily adapt these methods to various data analyses. As the diversity data was stored in a database, not in a general file, this study makes the precise, error-free and high -quality storage in a consistent manner. The methods proposed here should also minimize the errors that might appear in each data search, data movement, or data conversion by supplying management instrumentation on the Web. Also, this study was to deduce the various results to the level we required and execute the comparative analysis without the lengthy time necessary to supply the analytical instrument with similar results as provided by various other methods of analysis. The results of this research may be summerized as follows: 1)This study suggests methods of storage by giving consistency to diversity data. 2)This study prepared a suggested foundation for comparative analysis of various data. 3)It may suggest further research, which could lead to more and better standardization of diversity data and to better methods for predicting changes in species diversity.

Development and Evaluation of WBI Program for Space Design in "Technology and Home Economics" of High School (고등학교 "기술ㆍ가정" 주거공간 꾸미기 단원 WBI 프로그램 개발과 평가)

  • 김순안;조재순
    • Journal of Korean Home Economics Education Association
    • /
    • v.15 no.4
    • /
    • pp.37-53
    • /
    • 2003
  • 이 연구는 고등학교 $\ulcorner$기술ㆍ가정$\lrcorner$주거 공간 꾸미기 단원의 교수-학습을 위한 WBI 프로그램을 개발하고 평가하는 데 목적이 있다. 이 연구는 WBI 프로그램을 개발하여 주거 공간 꾸미기 단원의 교과 내용을 학습하고 HOME DESIGN 응용 프로그램을 이용하여 실습함으로써 제 7차 교육과정에서 강조하는 웹 기반 수업과 개별학습을 하는 데 활용될 수 있을 것이다. 프로그램은 ADDIE 모형을 중심으로 학습 내용 선정, WBI 프로그램 설계, WBI 프로그램 개발 수업 적용, 평가 과정을 거쳐 개발하였다. 우선 $\ulcorner$기술ㆍ가정$\lrcorner$6개 교과서의 주거 공간 꾸미기 내용을 정리하고 그 내용을 바탕으로 HTML과 PHP, MySQL로 데이터베이스를 구축하여 학습자와 컴퓨터와의 역동적인 상호 작용이 이루어지도록 설계하였다. 또한 온라인의 개별 학습이 가능하도록 주메뉴를 교과서 연구실, 3D 홈 디자인 실습실, 자료 공유실, 종합 평가실의 네 부분으로 구성하여 이론을 약 6시간 동안 학습하고 나서 3시간 동안 실습을 할 수 있도록 하였다. 개발된 프로그램을 수정 보완하고 프로그램의 질을 높이기 위한 목적으로 청주시 C고등학교 1학년 학생 35명과 가정과 교사 3명을 대상으로 시범 적용한 결과를 바탕으로 프로그램의 작동 여부를 화인하고 오류를 고쳐 프로그램의 문제점을 개선하였다. 본 프로그램을 이용한 회원은 4월 20일부터 6월 1일까지 2개 고등학교 학생 70명, 11개 고등학교 교사 11명이었다. 평가 결과 교사들은 본 프로그램에서 가장 유용하게 이용한 부분으로 ‘3D 홈 디자인 실습실(63.6%)’, ‘교과서 연구실(18.2%)’, ‘게시판. 자료실, 묻고 답하기 등(18.2%)’ 순으로 답한 반면 학생들은 ‘3D 홈 디자인 실습실(47.8%)’, ‘교과서 연구실(34.3%)’, ‘게시판, 자료실, 묻고 답하기 등(17.9%)’의 순으로 답하여 유용한 부분에 대한 순서는 일치하나 비율에 차이가 있어 교사들이 ‘3D 홈 디자인 실습실(63.6%)’을 더 유용하게 이용했음을 알 수 있었다. 또한 프로그램을 사용하는 데 있어 교사는 ‘쉬운 편이다’라는 응답이 63.6%로 학생의 24.2% 응답과 차이가 있었으며, 제시된 학습 내용의 양이 ‘적당하다’에 교사가 63.6%, 학생이 48.4%로 답하여 차이가 있었다. 그리고 교사들은 화면 구성이 ‘잘 구성된 편이다(72.7%)’,‘평상시 수업보다 이해에 도움이 되었다(81.2%)’로 답하여 교사들이 학생들보다 본 프로그램에 더 긍정적인 반응을 보였음을 알 수 있었다. 프로그램에 대한 장점과 개선할 점에 대한 개방형 평가는 교사들의 평가와 유사하여 ‘재미있어서 시간이 부족했다’, ‘잘하지는 않았지만, 직접 디자인해서 재미있었다’, ‘어른이 되면 주거 공간 활용을 잘 할 것 같다’, ‘새로운 경험이라 재미있었다’, ‘흥미롭고 재미있었다’, ‘쉽게 되어 있어 좋다’, ‘가구 배치가 잘 되었고. 흠 디자인한 색상이 잘 맞는다’라는 의견이었다. 그러나 주거 공간 꾸미기 WBI 프로그램을 이용한 수업이 컴퓨터에 대한 소양이 부족한 학생과 집중력이 떨어지는 학생에게는 다소 어려움이 있으므로 학생들의 개인차와 학교 실정에 따른 시간 배당 등을 고려하여 학생의 개별학습과 아울러 학교에서 교사의 설명과 함께 수업 시간에 활용할 것을 제안한다.

  • PDF

Development of Water Risk Management Platform for Indonesia Area (인도네시아 물 재해 관리 플랫폼 개발과 적용성 평가)

  • Park, Dae Hee;Park, Joo Seok
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2019.05a
    • /
    • pp.381-381
    • /
    • 2019
  • 동남아시아의 급격한 도시인구 증가는 도시화로 파생되는 제반문제를 유발하고 있으며 특히 집중호우와 홍수배제 시설의 부족 및 유관시설의 정보관리체계 부재는 홍수 피해규모를 가중시키고 있다. 인도네시아의 경우 물 재해 관리기관 간의 정보공유체계 부재로, 홍수로 인한 문제해결에 대하여 효과적인 대응이 어려운 실정이다. 주요 물 관리 기관인 유역관리청(BBWS)의 경우 조기홍수경보시스템을 보유하고 있으나 단순 수문현황 모니터링에 국한되어 운영되고 있다. 이에 본 연구에서는 홍수피해를 최소화 할 수 있는 동남아시아 맞춤형 물 재해 관리 클라우드 플랫폼을 개발하여 비구조적 홍수 문제해결의 매개체로 활용하고자 한다. 기본적인 유역 수문현황 모니터링과 함께 댐, 보, 배수문 및 펌프장 등 홍수방어시설물의 운영현황 정보, 홍수상황분석, 홍수위험지도 등 종합적인 물 재해 정보를 제공하고 사전에 홍수위험 지역을 분석하여 유관기관과 공유할 수 있는 물 재해 관리 의사결정지원시스템을 개발하고자 한다. 기본적인 정보관리 체계화를 위하여 인도네시아의 다양한 물 재해 관련기관에서 보유하고 있는 자료들의 통합 클라우드 DB관리 시스템을 구축하였다. 연구대상지역은 인도네시아 수도인 자카르타의 Pesanggrahan유역과 인근 Batam섬 Baloi유역을 선정하였으며 대상 유역의 수문, 기상자료 및 GIS 정보수집은 공동연구기관인 인도네시아 공공사업부 수자원청(MPWH)과 주요 물 관리기관인 유역관리청(BBWS)의 협조를 통하여 진행하였다. 수집된 자료들은 관계형 데이터베이스 관리시스템인 MySQL을 사용하여 통합 물 재해 정보 데이터베이스를 구축하였으며 완성된 데이터베이스의 정보제공 및 공유시스템은 웹기반 인터페이스를 통해 관리되도록 설계하였다. 홍수유출 해석을 위한 분석 엔진은 K-water의 홍수분석 시스템인 FAS를 이용하였다. FAS의 홍수분석모형인 COSFIM과 수리모형인 Fldwav를 연계하는 데이터 분석 플랫폼을 완성하였으며 인도네시아 현지 조건에 부합하는 홍수분석 시스템으로 Customizing과정을 수행하였다. 또한 FAS의 PC기반 시뮬레이션 형식을 DB 연계형 웹서비스 방식으로 연동되도록 개량하였으며 추후 SaaS형 물 재해 분석시스템으로 전환할 수 있는 개발환경을 확보하였다. 개발된 물 재해 분석 플랫폼(WRMP)을 활용하여 인도네시아 공동연구기관과의 협의를 통해 물 재해 관리 시나리오를 수립하고 그 대안을 제시하였으며, 적용 시나리오별 홍수피해 저감 효과를 분석하였다. 또한 향후 방재시설물까지 연계하여 운영효과를 분석할 수 있도록 구조화하였다. 개발된 물 재해 관리 시스템은 개선된 정보처리 및 분석시스템을 활용하여 종합적인 물 재해정보를 제공하고, 사전에 홍수위험 지역을 분석하여 유관기관과 공유할 수 있는 물 재해 관리 의사결정 지원시스템으로써 유용하게 활용될 수 있을 것이다.

  • PDF

The Statistical Approach-based Intelligent Education Support System (통계적 접근법을 기초로 하는 지능형 교육 지원 시스템)

  • Chung, Jun-Hee
    • Journal of Intelligence and Information Systems
    • /
    • v.18 no.1
    • /
    • pp.109-123
    • /
    • 2012
  • Many kinds of the education systems are provided to students. Many kinds of the contents like School subjects, license, job training education and so on are provided through many kinds of the media like text, image, video and so on. Students will apply the knowledge they learnt and will use it when they learn other things. In the existing education system, there have been many situations that the education system isn't really helpful to the students because too hard contents are transferred to them or because too easy contents are transferred to them and they learn the contents they already know again. To solve this phenomenon, a method that transfers the most proper lecture contents to the students is suggested in the thesis. Because the difficulty is relative, the contents A can be easier than the contents B to a group of the students and the contents B can be easier than the contents A to another group of the students. Therefore, it is not easy to measure the difficulty of the lecture contents. A method considering this phenomenon to transfer the proper lecture contents is suggested in the thesis. The whole lecture contents are divided into many lecture modules. The students solve the pattern recognition questions, a kind of the prior test questions, before studying the lecture contents and the system selects and provides the most proper lecture module among many lecture modules to the students according to the score about the questions. When the system selects the lecture module and transfer it to the student, the students' answer and the difficulty of the lecture modules are considered. In the existing education system, 1 kind of the content is transferred to various students. If the same lecture contents is transferred to various students, the contents will not be transferred efficiently. The system selects the proper contents using the students' pattern recognition answers. The pattern recognition question is a kind of the prior test question that is developed on the basis of the lecture module and used to recognize whether the student knows the contents of the lecture module. Because the difficulty of the lecture module reflects the all scores of the students' answers, whenever a student submits the answer, the difficulty is changed. The suggested system measures the relative knowledge of the students using the answers and designates the difficulty. The improvement of the suggested method is only applied when the order of the lecture contents has nothing to do with the progress of the lecture. If the contents of the unit 1 should be studied before studying the contents of the unit 2, the suggested method is not applied. The suggested method is introduced on the basis of the subject "English grammar", subjects that the order is not important, in the thesis. If the suggested method is applied properly to the education environment, the students who don't know enough basic knowledge will learn the basic contents well and prepare the basis to learn the harder lecture contents. The students who already know the lecture contents will not study those again and save more time to learn more various lecture contents. Many improvement effects like these and so on will be provided to the education environment. If the suggested method that is introduced on the basis of the subject "English grammar" is applied to the various education systems like primary education, secondary education, job education and so on, more improvement effects will be provided. The direction to realize these things is suggested in the thesis. The suggested method is realized with the MySQL database and Java, JSP program. It will be very good if the suggested method is researched developmentally and become helpful to the development of the Korea education.

Application of MicroPACS Using the Open Source (Open Source를 이용한 MicroPACS의 구성과 활용)

  • You, Yeon-Wook;Kim, Yong-Keun;Kim, Yeong-Seok;Won, Woo-Jae;Kim, Tae-Sung;Kim, Seok-Ki
    • The Korean Journal of Nuclear Medicine Technology
    • /
    • v.13 no.1
    • /
    • pp.51-56
    • /
    • 2009
  • Purpose: Recently, most hospitals are introducing the PACS system and use of the system continues to expand. But small-scaled PACS called MicroPACS has already been in use through open source programs. The aim of this study is to prove utility of operating a MicroPACS, as a substitute back-up device for conventional storage media like CDs and DVDs, in addition to the full-PACS already in use. This study contains the way of setting up a MicroPACS with open source programs and assessment of its storage capability, stability, compatibility and performance of operations such as "retrieve", "query". Materials and Methods: 1. To start with, we searched open source software to correspond with the following standards to establish MicroPACS, (1) It must be available in Windows Operating System. (2) It must be free ware. (3) It must be compatible with PET/CT scanner. (4) It must be easy to use. (5) It must not be limited of storage capacity. (6) It must have DICOM supporting. 2. (1) To evaluate availability of data storage, we compared the time spent to back up data in the open source software with the optical discs (CDs and DVD-RAMs), and we also compared the time needed to retrieve data with the system and with optical discs respectively. (2) To estimate work efficiency, we measured the time spent to find data in CDs, DVD-RAMs and MicroPACS. 7 technologists participated in this study. 3. In order to evaluate stability of the software, we examined whether there is a data loss during the system is maintained for a year. Comparison object; How many errors occurred in randomly selected data of 500 CDs. Result: 1. We chose the Conquest DICOM Server among 11 open source software used MySQL as a database management system. 2. (1) Comparison of back up and retrieval time (min) showed the result of the following: DVD-RAM (5.13,2.26)/Conquest DICOM Server (1.49,1.19) by GE DSTE (p<0.001), CD (6.12,3.61)/Conquest (0.82,2.23) by GE DLS (p<0.001), CD (5.88,3.25)/Conquest (1.05,2.06) by SIEMENS. (2) The wasted time (sec) to find some data is as follows: CD ($156{\pm}46$), DVD-RAM ($115{\pm}21$) and Conquest DICOM Server ($13{\pm}6$). 3. There was no data loss (0%) for a year and it was stored 12741 PET/CT studies in 1.81 TB memory. In case of CDs, On the other hand, 14 errors among 500 CDs (2.8%) is generated. Conclusions: We found that MicroPACS could be set up with the open source software and its performance was excellent. The system built with open source proved more efficient and more robust than back-up process using CDs or DVD-RAMs. We believe that the operation of the MicroPACS would be effective data storage device as long as its operators develop and systematize it.

  • PDF