Specialized Korean Medicine Data Analysis and Clinical Decision Support System Applications

Chapter 1 General Rule

Article 1 (Purpose)

The purpose of these Terms and Conditions shall be that the customer (hereinafter referred to as "Member") using all member information services (hereinafter referred to as "Service") provided by the K-MOOC (hereinafter referred to as the "Site") operated by the National Institute for Lifelong Education (hereinafter referred to as NILE) and the 'Site' specify the terms and procedures and other necessary matters regarding the use of the 'Services'.

Article 2 (Effect and Change of Terms)

1. This Agreement will be effective when the Member clicks the "Agree" button in response to the question "Do you agree with the Terms?"

2. The 'Site' may change these Terms and Conditions, and the modified Terms will be announced to 'Member's for 7 days prior to the effective date and will be effective on the applicable date'

3. If 'Member' does not agree to the modified terms, 'Member' may stop using the 'Service' and withdraw. If 'Member' continues to use the 'Services' after the terms have been changed, the 'Member' shall be deemed to have agreed to the terms of this Agreement.

Article 3 (Regulations other than the Terms and Conditions)

When any matters not specified in these Terms and Conditions are specified in relevant laws and regulations, they shall be governed by the relevant laws and regulations.

Chapter 2 Membership sign-up and Service Usage

Article 4 (Usage Contract)

Use of the 'Service' is permitted only if the 'homepage' is permitted and the 'Member' agrees to the Terms and Conditions.

Article 5 (Application for Use)

1. In order to use this service, you must record your information on the form prescribed by 'this site'.

2. The user information shown on the subscription form is considered actual data. Users who do not enter real information will not be legally protected.

Article 6 (Approval of Use Application)

1. The 'Site' approves the use of 'Service's when 'Member' makes a complete application by writing all matters correctly. However, the following cases are an exception.

① If the application is made using someone else's name

② If you have filed a false application for the membership application form

③ If you applied for the purpose of hindering social well-being, order or morals

④ If you interfere with another person's use of the site services or take actions such ass tealing the information

⑤ If you do the acts prohibited by laws and regulations and the terms from using the site

⑥ If you do not have enough membership requirements set by the site

2. The information that the member enters is shown below. In addition to the information below, the 'Site' may require the 'Member' to enter additional information.

- Required items: Email, real name, ID, password, country, gender, year of birth

- Optional items: Place of residence, the highest level of education, purpose of enrollment

Article 7 (Change of Contract Items and Information Retention/Use Period)

1. The 'Member', if changes are made to the information entered when applying for 'Service', must correct it online.

2. From the moment you register as a 'member', the 'site' can hold and use the information of 'member'.

3. From the moment the 'Member' leaves the site, the information of the 'Member' will not be available on the site. However, in order to protect personal information, the 'Site' may retain the information of the 'Member' for 20 days from the moment when membership is withdrawn.

Article 8 (Collection of Personal Information by Cookies)

1. The 'Site' sends cookies to the user's personal computer to provide specialized services for each user.

2. In order for the user to be able to use it conveniently with one login, he or she must accept cookies.

3. Cookies are used to identify the characteristics of users who visit the 'site'.

4. Users can selectively accept cookies by adjusting options in the web browser. If you refuse to accept cookies, you will not be able to use the services that require log-in.

Chapter 3 Cancellation of Contract

Article 9 (Cancellation of Contract)

1. 'Member' may initiate complaints about the processing of member information through online.

2. When a 'member' wishes to terminate the service use contract, he or she may request the termination of the contract by e-mail with his or her name, ID, date of birth, or you must apply for withdrawal in 'membership withdrawal' menu of member information correction.

Article 10 (Disqualification)

In the event of the following reasons, the 'Site' may cancel the use contract without any prior notice or terminate the service use by determining a period.

1. If you missed the 'Basic Information' in Article 6 (2)

2. If you register with false contents when you apply for membership

3. If you have stolen someone's ID and password

4. If you infringe the intellectual property rights of the site, other members or third parties

5. If you do the act of harming social well-being and order, public morals

6. In the event of an act that damages or causes disadvantage to others' honor

Chapter 4 Responsibility

Article 11 (The Obligations of the 'Site')

1. In order to facilitate the use of the sites affiliated with the 'Site', the 'Site' may share the information of the 'Member' with the affiliated sites, and for the purpose of sharing, the 'Site' can send cookies to the computer of 'Member'.

2. The 'Site' does not disclose or distribute the personal information of 'Member' which is known by 'Service' provision to a third party without the consent of the user. However, the following exceptions apply.

① If there are special regulations in laws such as Act on Financial Real Name Transaction and Confidentiality, Use and Protection of Credit Information, Basic Law of Telecommunications, Telecommunications Business Act, Local Tax Act, Consumer Protection Act, Bank of Korea Act and Criminal Procedure Act

② When necessary for statistical writing / academic research or market research, if it is provided in an unidentifiable form for a specific individual

③ The 'Site' may use all or part of the information of 'Member' as statistical data related to the business'

④ The 'Site' strives to ensure that the 'Service' operates consistently and reliably. If the 'Service' is interrupted for any unavoidable reason, we will do our best to repair and recover it without delay. However, in case of natural disasters, emergencies, periodic system inspections and the necessity of 'NILE', we may stop or suspend the service temporarily.

Article 12 (Consent on the Use of 'Member' Information)

1. NILE operates various websites in addition to this site. NILE collects member's information for the purpose of providing services of the main site and various subsites operated by NILE, and can use the collected information of members.

2. The 'Site' may be affiliated with various education related associations and business operators for the quality of their services and may share their membership information. In such case, the 'Site' shall disclose the partnership, purpose, and contents to the Terms in this Article and shall be provided to the Affiliates after the consent of 'Member' is obtained.'

3. The consent of the 'Member' under the provisions of this Article shall be effected by clicking the button for subscribing to the information service provided in the Terms and Conditions and the entry screen of member enrollment information.

Article 13 (Obligations of Member)

1. 'Member's are responsible for the management of their ID and password.

2. 'Member' shall not assign, give, loan his or her ID to another person or allow others to use it.

3. If your ID is used improperly, the 'Member' must notify it to NILE.

4. "Member" can not use the data registered in the post to conduct sales activities.

5. 'Member' must receive a notice mail from the "Site".

Article 14 (Member Posts)

1. Posts include all writings made by members on the various boards of the 'Site'.

2. Any loss or problem arising out of the information posted by members and Q&A is solely the responsibility of the member, and the 'site' is not responsible for it unless it is the intention of the 'site'.

3. In the event of any claims, lawsuits, or any other disputes against the 'site' arising out of any third party due to the member' s posting, the member shall bear the cost of the settlement and process the dispute for the site, In the event that the 'Site' compensates the third party or damages occur to the 'Site', the member shall compensate the 'Site'.

4. The 'Site' shall delete member's post without prior notice in the event that the post of the 'Member' fall under any of the following: However, the 'site' does not have any obligation to inspect or censor the post.

① If you defame a third party by slander

② In case of contents that hinder public order or good morals

③ In case of infringement of copyright of the 'Site' or copyright of third party etc.

④ When the posting period stipulated in the 'Site is exceed

⑤ In case of a commercial post, a money-making advertisement, a good luck letter, etc.

⑥ In case of not meeting the purpose of site opening

⑦ When other applicable laws and regulations are violated

5. The 'Site' can process, sell, publish, etc. using the posts registered by 'Member's.'

Chapter 5 Information Provision

Article 15 (Information Provision)

The 'Site' may transmit the necessary information or advertisement to 'Member' by e-mail or letter mail. If 'Member' dose not want this, the 'Member' can refuse the information from the subscription application menu and the member information modification menu. However, we may send a notice mail of the 'Site' of Article 13 (5) to the member who has refused to receive the information.

Chapter 6 Exemption from Responsibility and Indemnification

Article 16 (Responsibility)

1. The 'Site' shall not be liable for any damages incurred to the 'Member' in connection with the use of the 'Service' unless there is intent or gross negligence of the 'Site'.

2. The 'Site' does not endorse or warrant the appropriateness, accuracy, timeliness, credibility of information, products, services, software, graphics, voice and video related to the use of the 'Service'.

Article 17 (Exemption from Responsibility)

'NILE' will not be held responsible for any problems occurred to 'Member if disruption of service is due to natural disasters or unavoidable circumstances.

Article 18 (Competent Court)

The court shall be the court having jurisdiction over the location of the "NILE" or the court under the civil procedure law of the Republic of Korea.

The laws of the Republic of Korea shall apply to the interpretation and application of these Terms and the settlement of any dispute relating to these Terms and Conditions.

Specialized Korean Medicine Data Analysis and Clinical Decision Support System Applications End(Audience) Certificate
Specialized Korean Medicine Data Analysis and Clinical Decision Support System Applications
- Field Medical Science & Pharmacy (Medical Science)
  
  Operating Institute Operating Institute Daegu Haany University Go to the operating agency Opens new window
  
  Week Week 7 Week
  
  Course Registration Period Course Registration Period 25.12.22 ~ 26.02.13
  
  Phone Number Phone Number 053-819-1163
  
  Course Satisfaction 0.0
- Difficulty Difficulty -
  
  Certificate Certificate Unissued
  
  Learning recognition time Learning recognition time 10Hour 32Minute (05Hour 51Minute)
  
  Course Duration Course Duration 25.12.22 ~ 26.02.13
  
  Subtitle language 한국어 Others 1ea Subtitle language
  
  Course language 한국어(ko)
Registration of courses of interest

List of participating institutions

Related Series Course

Practical Data Utilization in Korean Medicine Using SQL and Python

Total Weeks 21 Courses 3

Course Introduction

강좌소개

사상체질, 변증, 처방 등 한의학 특화 임상 데이터를 SQL과 Python으로 분석 및 시각화하는 능력을 습득합니다.
환자 증상 텍스트 마이닝을 실습하고, 진단 및 처방 데이터를 심층적으로 해석하는 방법을 익힙니다.
한의학 CDSS (임상 의사결정 지원 시스템) 구축을 목표로 실습하며, 임상 데이터 기반의 전문 응용 역량을 개발합니다.

학습목표

한의학 특화 데이터(사상체질, 변증, 맥진, 설진, 처방)를 SQL과 Python으로 추출·분석·시각화하는 능력 습득
환자 증상 텍스트 마이닝 및 한의학 임상 데이터 기반 의사결정지원시스템(CDSS) 활용 역량 개발

강좌 운영일정

수강신청기간 : 2025년 11월 중
강좌운영기간 : 2025년 12월 31일까지
※ 운영기간은 운영상황에 따라 연장될 수 있습니다.

이수 및 평가기준

강좌명

3강좌: 한의학 특화 데이터 분석 및 임상 의사결정 시스템 응용

구분

평가

유형

성적반영여부

(점수가중치)

평가횟수

(평가시기)

평가 내용 및 방법

진단

평가

사전역량

평가

□ Y( %) ■ N

1회

(강좌시작전)

- 한의학 데이터 특성 이해도, SQL/Python 활용 능력 진단

- 임상 의사결정 시스템에 대한 기초지식 확인

- 학습자의 전문성 수준에 맞는 맞춤형 학습지원 계획수립

형성

평가

퀴즈

■ Y(10%) □ N

6회(매주)

- 한의학 데이터 구조, 분석 방법론, 임상 의사결정시스템 개념 관련 퀴즈

- 사상체질, 맥진, 설진 등 한의학 특화 데이터 분석 지식 평가

- 주요 개념 이해도와 실무 적용 능력 측정

토론

■ Y(5%) □ N

2회

(2주,4주)

- 한의학 데이터 분석의 윤리적 측면 및 임상 적용 방안에 관한 토론

- 데이터 기반 의사결정과 전통 한의학 지식의 융합방안 논의

- 참여도, 내용의 깊이, 실무 적용 가능성 관점에서 평가

한의학 데이터

분석 과제

■ Y(20%) □ N

2회

(3주,5주)

- 사상체질, 맥진, 설진, 처방데이터 등 한의학 특화데이터 분석 과제

- SQL과 Python을 활용한 데이터 추출, 전처리, 분석, 시각화 능력 평가

- 분석 결과의 임상적 의미 해석 및 의사결정 연계성 평가

텍스트 마이닝

프로젝트

■ Y(30%) □ N

1회

(6주)

- 환자 증상 텍스트 데이터 분석 및 패턴 추출 프로젝트

- KoNLPy 등을 활용한 한국어 자연어 처리 기술 적용

- 텍스트 데이터에서 의미 있는 임상 패턴 추출 능력 평가

- 분석 보고서 및 코드 제출

임상 의사결정

시스템 설계

■ Y(20%) □ N

1회

(7주)

- 한의학 임상의사결정 지원시스템(CDSS)설계 및 프로토타입 개발

- 데이터 기반 진단 보조, 처방 추천, 예후 예측 등의 기능 구현

- 시스템 설계의 타당성, 기술적 구현력, 임상적 유용성 종합 평가

- 구현 코드, 시스템 설계서, 시연 자료 형태로 제출

총괄

평가

레포트

■ Y(15%) □ N

1회

(종료 후)

- 한의학 데이터분석 및 임상 의사결정시스템 응용에 관한 종합 보고서

- 강좌 전체 내용의 이해도와 실무 적용 역량 검증

- 학습 성과 및 현업 적용 계획 포함

- 이수 여부 판단을 위한 참고 자료로 활용

이수기준

( 60 )%

- 총점의 60% 이상 취득 시 강좌 이수 인정

- 임상 의사결정 시스템 설계 과제 제출은 필수 요건으로 설정

- 이수 시 '한의학데이터 기반 임상 의사결정 전문가' 디지털 배지 발급

Syllabus

주차	주차명(주제)	차시	차시명(학습내용)	평가방법
1	한의 데이터의 이해 및 분석개요	1-1	·한의 데이터 종류와 DB 구조 이해 및 SQL 실습	동영상
1	한의 데이터의 이해 및 분석개요	1-2	·한의 데이터 종류와 DB 구조 이해 및 Python 실습	퀴즈
2	사상체질 및 변증 데이터 분석	1-1	·사상체질 데이터 특성과 SQL 활용 데이터 추출 방법 이해	퀴즈
2	사상체질 및 변증 데이터 분석	1-2	·Python을 통한 군집 분석 및 시각화로 데이터 패턴 해석	코딩과제
3	맥진 및 설진 데이터 분석	1-1	·맥진·설진 데이터 특성 이해 및 SQL을 통한 데이터 추출	토론
3	맥진 및 설진 데이터 분석	1-2	·Python으로 통계 분석 및 상관관계 분석, 시각화 실습	퀴즈
4	한약 처방 데이터 분석	1-1	·한약 처방 데이터 구조 이해 및 SQL을 통한 데이터 추출	퀴즈
4	한약 처방 데이터 분석	1-2	·Python을 활용한 연관 규칙 및 네트워크 분석 실습	코딩과제
5	환자 증상 텍스트 데이터 분석	1-1	·환자 증상 텍스트 데이터 추출 및 전처리 이해 (SQL 활용)	퀴즈/토론
5	환자 증상 텍스트 데이터 분석	1-2	·Python을 통한 KoNLPy 기반 텍스트 마이닝 및 시각화 실습	데이터 시각화 대시보드 개발
6	한의학 임상 데이터 및 CDSS 사례 분석	1-1	·임상 데이터 특성 및 CDSS 사례 이해, SQL 데이터 추출 방법 학습	시계열 분석 프로젝트
6	한의학 임상 데이터 및 CDSS 사례 분석	1-2	·Python을 활용한 간단한 처방 추천 시스템 구현 실습	퀴즈
7	시험	1-1	·SQL 활용 능력 확인	과제 / 기말고사

Course Operators

문혜영 교수

[소 속] (주) ITGO 책임연구원
Kookmin University 겸임교수
[최종학력]  공학박사
[특허]  Non-face-to-face Real-time Learning Management System Using Deep Learning.
Image Super-resolution-based Selective Labeling Device And Method For Improving The Efficiency Of  Deep Learning Model Training.
[수상] Deep Learning-based Real-time Concentration and State Analysis for Non-face-to- face Education.
노종성 교수

[소 속] 대구한의대학교 한의과대학 한의예과 조교수
대구한의대학교 한의과대학 한의예과장
대구한의대학교 일반대학원 한의과학과 학과장
[최종학력] 한의학박사
[주요저서] 한의방제학(군자출판사)
Ginkgo biloba extract ameliorates skin fibrosis in a bleomycin-induced mouse model of systemic sclerosis. Anim Cells Syst (Seoul). 2024;28(1):152-160.
강좌조교(TA)

대구한의대학교 한의학과 이홍석

Other / Inquiries

E-mail : dhuaid1@naver.com

Field Medical Science & Pharmacy (Medical Science)

Difficulty Difficulty -

Operating Institute Daegu Haany University Go to the operating agencyOpens new window

Certificate Certificate Unissued

Week Week 7 Week

Learning recognition time Learning recognition time 10Hour 32Minute (05Hour 51Minute)

Course Registration Period Course Registration Period 25.12.22 ~ 26.02.13

Course Duration Course Duration 25.12.22 ~ 26.02.13

Phone Number Phone Number 053-819-1163

Subtitle language 한국어 Others 1ea Subtitle language

Course language 한국어(ko)

Registration of courses of interest

K-MOOC

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Specialized Korean Medicine Data Analysis and Clinical Decision Support System Applications

List of participating institutions

Course Introduction

강좌소개

학습목표

강좌 운영일정

이수 및 평가기준

Syllabus

Course Operators

Other / Inquiries

하위메뉴

Specialized Korean Medicine Data Analysis and Clinical Decision Support System Applications

List of participating institutions

Course Introduction

강좌소개

학습목표

강좌 운영일정

이수 및 평가기준

Syllabus

Course Operators

Other / Inquiries

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