Scientific Business Intelligence using Pipeline Pilot
Transcript of Scientific Business Intelligence using Pipeline Pilot
Scientific Business Intelligenceiusing
Pipeline Pilot
Anneliese AppletonAccelrys, Sydneyy , y y
What is Scientific Business Intelligence?
Biz Analyst
Management
Management
Biz AnalystScientist
EngineerBiz Analyst
Business Intelligence
gEngineer
Scientific Business Intelligence
•Limited Personas•Simple Data Structures•Highly Repeatable Tasks
•Many Personas•Complex Data Structures•Structured and Unstructured
•Automating Processes•Distributing Process Templates•Collaborating
A B
•Highly Repeatable Tasks•Simple Distribution Format
Well defined Single Data Model
•Highly Granular Tasks•Building Complex Routines
g•Prototyping Applications•Distributing Applications
Multiple Data Models Fully IntegratedWell defined Single Data Model Multiple Data Models Fully Integrated
Financial DataCustomer DataAlpha Numeric
Numeric Chemical Text
© 2008 Accelrys, Inc. 2Biological Corporate Data Image
Research Innovation Cycle
GatherDistribute & Report
Present & Review Results
Identify New Opportunity
Data
Prepare Data forGenerate
Report Results
Data for Experiment
The Innovation Cycle
Report
Reformat Import
Collate Results
Results Data
Build ModelValidate
Model
Apply Model to
ExperimentExperiment
© 2008 Accelrys, Inc. 3
ProductivityInnovation
What is Pipeline Pilot?
© 2008 Accelrys, Inc. 4
What is Pipeline Pilot?
© 2008 Accelrys, Inc. 5
Pipeline Pilot Enables…
• Integration of data from multiple di t d tdisparate data sources
• Integration of disparate applicationspp
• Capture and deployment of best practice processes
• Automated execution of routine processes
• Rapid creation of interactiveRapid creation of interactive reports and web applications
© 2008 Accelrys, Inc. 6
Pipeline Pilot Enables…
• Integration of data from multiple di t d tdisparate data sources
• Integration of disparate applicationspp
• Capture and deployment of best practice processes
• Automated execution of routine processes
• Rapid creation of interactiveRapid creation of interactive reports and web applications
© 2008 Accelrys, Inc. 7
Pipeline Pilot Enables…
• Integration of data from multiple di t d tdisparate data sources
• Integration of disparate applicationspp
• Capture and deployment of best practice processes
• Automated execution of routine processes
• Rapid creation of interactiveRapid creation of interactive reports and web applications
© 2008 Accelrys, Inc. 8
Pipeline Pilot Enables…
• Integration of data from multiple di t d tdisparate data sources
• Integration of disparate applicationspp
• Capture and deployment of best practice processes
• Automated execution of routine processes
• Rapid creation of interactiveRapid creation of interactive reports and web applications
© 2008 Accelrys, Inc. 9
Pipeline Pilot Enables…
• Integration of data from multiple di t d tdisparate data sources
• Integration of disparate applicationspp
• Automated execution of routine processes
• Capture and deployment of best practices
• Rapid creation of interactiveRapid creation of interactive reports and web applications
© 2008 Accelrys, Inc. 10
Broad Domain Capabilities of Pipeline Pilot
Chemistry / Chemical Sciences Biological Sciencesy
S i tifi R ti D t d A li ti I t tiScientific Reporting Data and Application Integration
Image Analysis Statistics and Data Modeling
Document Search and Analysis Analytical / Lab Data Analysis
Many tasks require working across domain boundaries
© 2008 Accelrys, Inc. 11
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Pipeline Pilot Software Demonstration
© 2008 Accelrys, Inc. 12
Environmental Chemistry & Toxicology with Pipeline Pilot
© 2008 Accelrys, Inc. 13
Crystal formation reporting with Pipeline Pilot
Mouse over changes Display window
C t t lli ti d t ti th d b d i l i ti
~85% of the model correctly scored with probability >. 80 ~12% of ‘not sure’ images ~3% of false positive 0 false negatives
© 2008 Accelrys, Inc. 14
Current crystallisation detection methods based on visual inspection– Many customers have tried “all other methods” and found none to be reliable for their purposes– Customers are adamant that such a system be free of false negatives, some mechanism must be allowed for review of the
classification results to manually re-classify those droplets which were misclassified by the system
Polymer Property prediction with Pipeline Pilot
© 2008 Accelrys, Inc. 15
Clinical Image Management with Pipeline Pilot
© 2008 Accelrys, Inc. 16
Scientific Business Intelligence with Pipeline Pilot
“Collaborate” and Deploy
Decision Support
AutomationProcess Modeling Deploy
Portal Based DeploymentEnhances
Support
User Friendly AdvanceModeling And
Easy To Bring TogetherMultiple Tasks Into
Modeling
Users can build science process models using drag- Enhances
Collaboration & Knowledge Re-use
Modeling And InformaticsFind Meaning In The Data
Multiple Tasks Into A Single Solution
models using drag-and-drop OO technology
Pipeline Pilot Enterprise Server
© 2008 Accelrys, Inc. 17