Describes a knowledge agenda that extends knowledger management beyond it's traditional boundaries in an organizational context. Considers the extent to which knowledge and knowledge work can be managed.
SQL Database on Microsoft Azure - What are the options available on Azure to have a SQL Server database, how to choose the right one with demos.
SQL Server User Meetup - Sri Lanka
Lecture #6 - ET-3010
Cloud Computing - Overview and Examples
Connected Services and Cloud Computing
School of Electrical Engineering and Informatics SEEI / STEI
Institut Teknologi Bandung ITB
Update April 2017
Describes a knowledge agenda that extends knowledger management beyond it's traditional boundaries in an organizational context. Considers the extent to which knowledge and knowledge work can be managed.
SQL Database on Microsoft Azure - What are the options available on Azure to have a SQL Server database, how to choose the right one with demos.
SQL Server User Meetup - Sri Lanka
Lecture #6 - ET-3010
Cloud Computing - Overview and Examples
Connected Services and Cloud Computing
School of Electrical Engineering and Informatics SEEI / STEI
Institut Teknologi Bandung ITB
Update April 2017
Microsoft Azure Overview | Cloud Computing Tutorial with Azure | Azure Traini...Edureka!
** Microsoft Azure Certification Training : https://www.edureka.co/microsoft-azure-training **
This Edureka "Microsoft Azure Overview” tutorial will give you a thorough and insightful overview of the subject and help you in getting started with Microsoft Azure. Following are the topics covered in this Azure tutorial:
1. What Is Cloud?
2. Cloud Computing Patterns
3. Cloud Service Models
4. What Is Azure?
5. Azure Platform
6. Azure Services
7. Demo
Check out our Playlists: https://goo.gl/A1CJjM
If you’re already using or thinking of moving to Microsoft Office 365, you’ll need to think about where to store your precious documents.
Microsoft SharePoint integrates with Office 365 and allows organisations to set up a centralised, password protected space to store and manage documents, create an intranet and collaborate on projects.
In this webinar with charity IT experts, Co-Operative Systems, we look at:
• What is SharePoint and why use it
• Key features explained
• Migrating to SharePoint and what it doesn't say on the tin
• Practical demonstration of how SharePoint works
• Question & Answer
About Co-Operative Systems:
Co-Operative Systems have helped over 2,000 users onto Microsoft's Office 365 platform, and have been providing specialist IT support services to the non-profit sector since 1987. Their annual Where ITs @ event for charities is hosted by Microsoft. Read more about Co-Operative Systems at: www.coopsys.net
Accelerate your Cloud Migration Journey (Level 100)
Many enterprises have realized the benefits of migrating services to the cloud and are considering the next stage in their journey. In this webinar we will take you through the principles of cloud migration including the business benefits, cloud economics, methodologies and tools to accelerate your journey. We will also discuss the key enablers for cloud adoption based on real examples.
This is a Level 100 webinar
Speakers: Manav Prabhakar, Practice Manager, AWS Professional Services
Jon Austin, Principal Solutions Architect, Amazon Web Services
Parijat Mishra, Solutions Architect Manager, Amazon Web Services
This document helps you designing your Azure Naming Convention model.
It includes :
> Naming standards rules and restrictions
> Azure Naming Convention Best Practices
> All informations you should you know to successfully create your Azure naming convention model.
This is part 1 of the Azure storage series, where we will build our understanding of Azure Storage, and will also learn about the storage data services, and the types of Azure Storage. Last but not least, we will also touch base on securing storage accounts
In the second part, we will continue with our demo on creating and utilizing the Azure Storage.
Microsoft Azure is the only hybrid cloud to help you migrate your apps, data, and infrastructure with cost-effective and flexible paths. At this event you’ll learn how thousands of customers have migrated to Azure, at their own pace and with high confidence by using a reliable methodology, flexible and powerful tools, and proven partner expertise. Come to this event to learn how Azure can help you save—before, during, and after migration, and how it offers unmatched value during every stage of your cloud migration journey. Learn about assessments, migration offers, and cost management tools to help you migrate with confidence.
Application Migration: How to Start, Scale and SucceedVMware Tanzu
Undergoing the application migration journey can be cumbersome and challenging, especially when you have a complex application portfolio that consists of both legacy and newer apps on outdated systems. You are hindered by managing and operating manual processes to address security concerns, regulatory change and policy compliance.
You know embarking on the cloud journey is inevitable and deciding where to start is overwhelming. Let us show you how.
Join Matt Russell to hear how Pivotal helps large organizations plan and execute their application transformation initiatives by using a set of proven techniques and approaches that help you get started quickly and scale continuously.
We use simple tools and start small to redefine current systems, and achieve cloud-native speed and resiliency. Let us show you how Pivotal can help you navigate your journey while instilling confidence along the way.
Presenter : Matt Russell, Senior Director, Application Transformation at Pivotal
Best Practices in Planning a Large-Scale Migration to AWS - AWS Online Tech T...Amazon Web Services
Many businesses have a large portfolio of existing applications running on-premises today and are interested in moving those workloads to AWS in order to achieve cost savings and enable business agility. Planning a large-scale migration to the cloud takes time and effort, as well as expertise and tools to ensure success along the way. AWS has developed a framework to help customers plan and execute large-scale migration programs, consisting of a comprehensive methodology, a set of tools, and partners with deep subject expertise. In this tech talk, you will learn about foundational milestones to achieve in your migration journey, how to analyze your application portfolio, plan and execute your migration project, and enable your organization to operate on the cloud. This framework leverages our experiences and best practices in assisting organization around the world with their migration programs.
Azure SQL Database now has a Managed Instance, for near 100% compatibility for lifting-and-shifting applications running on Microsoft SQL Server to Azure. Contact me for more information.
With Task Capture, you can easily bridge the documentation gap between Process Experts and RPA developers to accelerate automation development and process improvements. We will explore the following:
1. Introduction to Task Capture
2. How to set up Task Capture
3. Demo 1- Task Capture by recording
4. Demo 2- Task Capture by Building from Scratch
5. Generating and Sharing process documents
👨💻👩💻 Explore UiPath Task capture further and follow-up on today's meetup:
✔ UiPath product suite: https://www.uipath.com/product/task-capture
✔ UiPath Academy: https://academy.uipath.com/learningpath/uipath-task-capture-2
✔ UiPath Forum: https://forum.uipath.com/tag/uipath-task-capture
Microsoft Azure Overview | Cloud Computing Tutorial with Azure | Azure Traini...Edureka!
** Microsoft Azure Certification Training : https://www.edureka.co/microsoft-azure-training **
This Edureka "Microsoft Azure Overview” tutorial will give you a thorough and insightful overview of the subject and help you in getting started with Microsoft Azure. Following are the topics covered in this Azure tutorial:
1. What Is Cloud?
2. Cloud Computing Patterns
3. Cloud Service Models
4. What Is Azure?
5. Azure Platform
6. Azure Services
7. Demo
Check out our Playlists: https://goo.gl/A1CJjM
If you’re already using or thinking of moving to Microsoft Office 365, you’ll need to think about where to store your precious documents.
Microsoft SharePoint integrates with Office 365 and allows organisations to set up a centralised, password protected space to store and manage documents, create an intranet and collaborate on projects.
In this webinar with charity IT experts, Co-Operative Systems, we look at:
• What is SharePoint and why use it
• Key features explained
• Migrating to SharePoint and what it doesn't say on the tin
• Practical demonstration of how SharePoint works
• Question & Answer
About Co-Operative Systems:
Co-Operative Systems have helped over 2,000 users onto Microsoft's Office 365 platform, and have been providing specialist IT support services to the non-profit sector since 1987. Their annual Where ITs @ event for charities is hosted by Microsoft. Read more about Co-Operative Systems at: www.coopsys.net
Accelerate your Cloud Migration Journey (Level 100)
Many enterprises have realized the benefits of migrating services to the cloud and are considering the next stage in their journey. In this webinar we will take you through the principles of cloud migration including the business benefits, cloud economics, methodologies and tools to accelerate your journey. We will also discuss the key enablers for cloud adoption based on real examples.
This is a Level 100 webinar
Speakers: Manav Prabhakar, Practice Manager, AWS Professional Services
Jon Austin, Principal Solutions Architect, Amazon Web Services
Parijat Mishra, Solutions Architect Manager, Amazon Web Services
This document helps you designing your Azure Naming Convention model.
It includes :
> Naming standards rules and restrictions
> Azure Naming Convention Best Practices
> All informations you should you know to successfully create your Azure naming convention model.
This is part 1 of the Azure storage series, where we will build our understanding of Azure Storage, and will also learn about the storage data services, and the types of Azure Storage. Last but not least, we will also touch base on securing storage accounts
In the second part, we will continue with our demo on creating and utilizing the Azure Storage.
Microsoft Azure is the only hybrid cloud to help you migrate your apps, data, and infrastructure with cost-effective and flexible paths. At this event you’ll learn how thousands of customers have migrated to Azure, at their own pace and with high confidence by using a reliable methodology, flexible and powerful tools, and proven partner expertise. Come to this event to learn how Azure can help you save—before, during, and after migration, and how it offers unmatched value during every stage of your cloud migration journey. Learn about assessments, migration offers, and cost management tools to help you migrate with confidence.
Application Migration: How to Start, Scale and SucceedVMware Tanzu
Undergoing the application migration journey can be cumbersome and challenging, especially when you have a complex application portfolio that consists of both legacy and newer apps on outdated systems. You are hindered by managing and operating manual processes to address security concerns, regulatory change and policy compliance.
You know embarking on the cloud journey is inevitable and deciding where to start is overwhelming. Let us show you how.
Join Matt Russell to hear how Pivotal helps large organizations plan and execute their application transformation initiatives by using a set of proven techniques and approaches that help you get started quickly and scale continuously.
We use simple tools and start small to redefine current systems, and achieve cloud-native speed and resiliency. Let us show you how Pivotal can help you navigate your journey while instilling confidence along the way.
Presenter : Matt Russell, Senior Director, Application Transformation at Pivotal
Best Practices in Planning a Large-Scale Migration to AWS - AWS Online Tech T...Amazon Web Services
Many businesses have a large portfolio of existing applications running on-premises today and are interested in moving those workloads to AWS in order to achieve cost savings and enable business agility. Planning a large-scale migration to the cloud takes time and effort, as well as expertise and tools to ensure success along the way. AWS has developed a framework to help customers plan and execute large-scale migration programs, consisting of a comprehensive methodology, a set of tools, and partners with deep subject expertise. In this tech talk, you will learn about foundational milestones to achieve in your migration journey, how to analyze your application portfolio, plan and execute your migration project, and enable your organization to operate on the cloud. This framework leverages our experiences and best practices in assisting organization around the world with their migration programs.
Azure SQL Database now has a Managed Instance, for near 100% compatibility for lifting-and-shifting applications running on Microsoft SQL Server to Azure. Contact me for more information.
With Task Capture, you can easily bridge the documentation gap between Process Experts and RPA developers to accelerate automation development and process improvements. We will explore the following:
1. Introduction to Task Capture
2. How to set up Task Capture
3. Demo 1- Task Capture by recording
4. Demo 2- Task Capture by Building from Scratch
5. Generating and Sharing process documents
👨💻👩💻 Explore UiPath Task capture further and follow-up on today's meetup:
✔ UiPath product suite: https://www.uipath.com/product/task-capture
✔ UiPath Academy: https://academy.uipath.com/learningpath/uipath-task-capture-2
✔ UiPath Forum: https://forum.uipath.com/tag/uipath-task-capture
"의료산업과 병원의 미래, 어떻게 그리고 계신가요?"
인공지능, 딥러닝, 빅데이터 분석 등 첨단기술의 바람이 의료계에도 불고 있습니다.
유튜브 생방송으로 진행되었던 본 웨비나는, IBM과 함께 헬스케어, 의료계가 준비해야할 로드맵을 탐색할 수 있는 기회였습니다. 자세한 내용이 더 궁금하시다면 eocho@kr.ibm.com으로 문의주세요!
의료 산업이 빠른 속도로 혁신하고 있음에도 불구하고 많은 병원과 기관들은 아직 무방비 상태에 놓여 있습니다. 단발성의 급성 환자 치료에 초점을 둔 기존의 모델로는 더 이상 충분하지 않습니다. 전세계적으로 변화하고 있는 의료산업에 어떻게 대비해야할지 브로셔를 통해 알아보세요.
6. 7
Validation cohort
Train cohort
Potential variables
captured
Outcomes
Model development
서울아산병원 건강검진 자료
Health Promotion Center in AMC
건강보험심사평가원 자료
Health Insurance in Korea
Park GM, Kim YH, et al. Circ Cardiovasc Qual Outcomes. 2014;7:944
연계 자료로 기존 통계 분석
한국인 심혈관 질환 위험도 모델링
25. CDM: 임상 빅데이터 표준화/정형화/구조화
26
통계청
- 사망정보
- 자녀수 정보
건강보험 공단
- 진료, 처방
- 자격정보
- 전국민 건강검진
건강보험심사평가원
- 수가자료
- 비급여자료
- 의료기관 평가자료
검증
학회
- 후향적, 다기관 자료
- 임상,영상, 유전자 검사 자료
확보
환경정보
- 대기오염 (배출시설)
- 라돈 측정자료
- 교통오염
- 토지이용
예방 조기발견 치료
위험예측 모델 개발
임상 빅데이터 기반
위험요인 분석
환경, 직업 정보 기반 위
험요인 분석
Multi-center data
based validation
Population based
validation
치료패턴 기반 severity
판별
위험 요인 기반 치료 패
턴 모델 개발
영상, 임상, 공공 자료기
반 조기발견 모델 개발
위험 요인분석 결과 기반
스크리닝
가이드라인 확대
임상 빅데이터
보건의료
공공데이터
인구학적
공공데이터
공통자료모델
OHDSI CDM
보건의료
민간데이터
공간·환경학적
공공데이터
통합 임상빅데이터 기반
자료 플랫폼 구축
Honestbroker
공간·교통정보
- 교통정보
- 유동인구
- 의료이용정보
Honestbroker
폐렴예측 공간 빅
데이터 연구
공단 MOU
폐암 특성분석
호흡기질환
환경영향 분석
질환별
적정성평가
익명화된 데이터웨어하우스-ABLE
EMR
OCS
PACS
LIS
AMC Health Information System
Cohort
discovery
Anonymized
chart review
Data
extraction
tool
REDCap
(registry)
질환별 코호트-REDCap
대상환자
선정
영상자료
연계
임상자료
정제
자료 시각화
적재자동화
ETL/익명화
26. 개인건강기록관리: 내손안의 차트 2.0
27
PHR : Patient-Centered
chart-in-my hand in Asan Medical Center
Released 2010.12
2015.11
• Total Users > 160,000
• Actual Users > 17,000
• Users (>= 5 times log-in) > 18,000
Chronic Ds, Lab. Result, OPD Support
Health Management (Patient Engagement)
• Continuous use of the mobile PHR
27. 개인건강기록관리: 내손안의 차트 2.0
• Chronic Disease & Health Management (Care Management)
Cancer, DM, Pediatric Asthma/Atopy, Health Promotion
• Patient Engagement (2.0) ← Patient Empowerment (1.0)
Clinical Use of Patient–Generated Health Data (PGHD)
• Beacon, Barcode, IoT
28. 임신성 당뇨병 생애 주기별 맞춤형 건강관리 서비스 개발
임신 전
- 건강, 의료데이터 기반 발병위험도 분석
- 개인별 위험요인 중심의 건강, 생활관리
임신성 당뇨 발병위험관리 임신 중 및 출산 직후 관리 서비스 임신성 당뇨병 재발방지 및
당뇨병으로의 이환 예방 서비스
임신 중 및 출산 직후 산후
산전·후 데이터를 추적 관리를 통한 당뇨병 이환 및 합병증 모니터링으로
연속적 예방·관리서비스를 받을 수 있도록 지원
- 개인화된 밀착형 건강관리 서비스
- 질환 이환, 산후 우울증, 스트레스 및
육아관련 생활 지원 서비스
- 관리수준별 발병 위험 예측, 관리
- 재발 및 합병증 위험분석기반 지속 관리
공공
국가 건강검진 결과, 질환력,
사회·경제적 수준 및 질환 이환여부
공공-의료기관-개인 건강/의료 데이터 연결
병/의원
출산 관련 병원 진료데이터 (응급수술 및 저체중
아 출산, 산후 합병증 동반 여부), 당뇨병 발병
이후 경과
개인
웹 또는 앱 기반 개인 건강관리 서비스
데이터 연동 (식사, 운동, 혈압, 계측 혈당 및 케
톤검사 결과 등)
건강보험관리공단, 심평원
29. Patient Monitor Data
30
Raw data
무선 전송
실시간 데이터
저장 서버
Patient Monitor VueLink dongle RS232WiFi
• 심전도 및 기타 생체신호 실시간 측정 및 기록
• 매 10분 단위 데이터 저장
• 심전도 이외의 생체신호는 환자 별 환자감시
장치 설정에 따라 획득
• Respiration, Plethysmograph, ABP, CVP, NIBP
• 환자의 중요한 상태 이상 시 알람 파일 생성
• 10초마다 환자감시장치의 알람 상태 확인
• 알람 발생 시 발생시간 및 발생 내용 저장
• 2013년 10월 부터 현재까지
• 2441명의 환자로부터 1TB 의 생체신호 데이
터 획득 (2015년 10월까지)