Data Centric SDLC For Automated Clinical Data Development V13 - After Phuse
Data- centric System Development Life Cycle (SDLC) for Automated Clinical Data Development System Kevin Lee, MarkLogic COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Agenda 1. 2. 3. 4. 5. 6. 7. 8. SLIDE: 2 Data- centric thinking Birth of Automated Clinical Data Development System(ACDDS) Introduction of System Development Life Cycle (SDLC) SDLC for Automated Clinical Data Development System Data- centric SDLC Consideration of ACDDS Conclusion Questions COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Quiz 1? 1. World largest transportation company? On December, 2015, there are about 162,037 “active drivers” completed at least four or more trips for the service. The number of new drivers signing up has doubled every six months for the past two years.? According to 2012 “Bureau of Labor Statistics, 233,00 taxi drivers. SLIDE: 3 COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Quiz 2? 2. World largest accommodation provider? – Inc.'s 2014 Company of the Year – In 2014 alone, 10 millions used airbnb. This year, their website surpassed 800,000 listings worldwide, which means they now offer more lodging than Hilton Worldwide or InterContinental Hotels Group or any other hotel chain in the world. SLIDE: 4 COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Common characteristics of exponential organization Exponential & Scalable Growth SLIDE: 5 § Data § Interface/system to process data and exchange information COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Increase in Clinical Trials (clinicaltrials.gov) SLIDE: 6 COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
How to apply this data- centric thinking in clinical trial? - End to End Clinical Data Development and Management Automated Clinical Data Development System CDASH SLIDE: 7 SDTM ADaM COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Typical system –Process automation (e.g., Airport auto Check In) –Data used in system resides inside of system. –The structure of data does not change unless process changes. System Database –Process dictates data structure in database. SLIDE: 8 COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
SDLC (System Development Life Cycle) A conceptual model used in project management that describes the stages involved in an information system development project. Requirements Analysis Design Build Test Implementation SLIDE: 9 COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Shift of SDLC perspectives Typical, process automating System SDLC Automates process Process dictates data Data stays inside of system Interaction b/w users and interface SLIDE: 10 Clinical Data Development System Data- centric SDLC Automates data development Data dictates process Data coming into system and leaving the system Transformation from source to target data COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Data- centric SDLC? SLIDE: 11 COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Data- centric SDLC: Requirements User Requirements § – What data users want to develop – Ex. Users want to create SDTM DM data set Functional requirement § SLIDE: 12 – How System creates data – Ex. System will create SDTM DM data set without errors and within 10 seconds COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Data- centric SDLC: Analysis Business Requirement Analysis Target Data Requirement Analysis § § – Data format, structures and model – Data Quality Source Data Requirement Analysis § SLIDE: 13 – Data Discovery – Origin, data format, structures and model – Data Profile – Understanding contents of data – Data Quality COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Data- centric SDLC: Design System Design Data Design (Source, Intermediate, Target) § § – Data Architecture/Modeling – Database Design System Source Data SLIDE: 14 Intermediate Data Target Data COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Data- centric SDLC: Build ACDDS § – § Flexible codes for post- development Data compliance check system ACDDS Source Data Target Data Intermediate Data Data Compliance(Structural and contents) Check System SLIDE: 15 COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Data- centric SDLC: Test System Testing: Unit Test, Integration Test, System Test and User Acceptance Test § § Data Testing of target data – Data Profiles Any data quality issues – Data contents follow certain terminologies. – – SLIDE: 16 Data Compliances –correct data structures COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Data- centric SDLC: Post- development § § SLIDE: 17 New source data Data model change in target data COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Data- centric SDLC – collaboration between IT and Biometric IT department – expertise on SDLC Biometric department – expertise on Data SLIDE: 18 COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Consideration of Automated Clinical Data Development System (ACDDS) SLIDE: 19 COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Consideration of ACDDS - continued SLIDE: 20 COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Consideration of ACDDS - continued SLIDE: 21 COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Metadata- driven ACDDS Machine- readable structural format of source and target data Machine- readable transformation from source to target data Metadata ACDDS Source Data SLIDE: 22 Intermediate Data Target Data COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Data- centric system § Data System § Data dictates system – Maybe no data transformation § SLIDE: 23 build system for the data – Data ingest into system without transformation – Schema- agonistic data warehouse COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Conclusion Think differently § – Do differently § – SLIDE: 24 Data- centric thinking? Data- centric SDLC? COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Contact Information and Questions Email address : kevin.lee@marklogic.com Linkedin Profile : www.linkedin.com/in/HelloKevinLee/ Tweet : @HelloKevinLee Slide share : http://www.slideshare.net/KevinLee56 Blogs : HiKevinLee.tumblr.com SLIDE: 25 COPYRIGHT 2015 MARKLOGIC CORPORATION. ALL RIGHTS RESERVED.
Data centric SDLC for automated clinical data development v13 - after phuse Author: Kevin Lee Created Date: 10/16/2015 10:11:17 PM .
in which the SDLC models is used. This paper is about the pros and cons of some models. So, user can take the advantage of this paper to find the model best suitable for their need. Keywords SDLC Phase, Advantages of the SDLC models, Limitations of the SDLC models, Pros and cons of different
Examples of SDLC in Action The most common SDLC examples or SDLC models are listed below. Waterfall Model. This SDLC model is the oldest and most straightforward. With this methodology, we finish one phase and then start the next. Each phase has its own mini-plan and each phase "waterfalls" into the next.
requirement of the design that has to be best suited by a SDLC .It is the job of the analyst to choose the right SDLC Model and implement it. Keywords: SDLC, Waterfall, Iterative, Spiral, RAD, Agile, Lean, Big Bang Model, Prototype 1. Introduction 1Software Development Life Cycle (SDLC) is a process
SDLC model based on different project characteristic approach of SDLC process is presented, which is based on classified. Tables of SDLC models are compared, and give better selection process of SDLC models. Comparison based on three project characteristic categories: 4.1 Project Team 4.2 User Community
SDLC stands for Software Development Life Cycle. SDLC is a process that consists of a series of planned activities to develop or alter the Software Products. This tutorial will give you an overview of the SDLC basics, SDLC models available and their application in the industry. This tutorial also elaborates on other related methodologies like .
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Figure 1: Standard Six SDLC Models. February 2019 SDLC Partners SDLC Partners One PPG Place Suite 3200 Pittsburgh PA 15222 (p) 412.251.0848 (w) sdlcpartners.com 4 We have seen the value of using the best of Lean and Agile in a DevOps approach, which helps streamline softwa
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