SlideShare una empresa de Scribd logo
1 de 73
Use of Workflow Technology to Model Clinical Processes Vojtech Huser MD PhD RetroGuide
Agenda ,[object Object],[object Object],[object Object],http:// www.linkedin.com/in/vojtechhuser
General research interest ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],http://clinicalinformatics.stanford.edu/scci_seminars   http://en.wikipedia.org/wiki/Clinical_informatics
1/3: Workflow Technology (WT) overview
Automating Workflow ,[object Object],[object Object],[object Object],[object Object]
Terms ,[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
Humans & machines working together
 
eComm (worklist handler)
XPDL schema http://wfmc.org/standards/docs/bpmnxpdl_31.xsd   http://healthcareworkflow.wordpress.com/2008/11/04/xpdl-21-technical-specifications
Minimum components language editor execution engine
WT development ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
 
Standards
Standards ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Other standards ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Use of workflow engines
Use of WT ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Examples of WT use in healthcare Bed management Infections control (MRSA) J. Emanuele and L. Koetter, " Workflow Opportunities and Challenges in Healthcare ," in 2007 BPM & Workflow Handbook, 2007. L. Koetter, " MRSA infection control with workflow technology ," Spring AMIA Conference, Orlando, FL, 2007. R. Hess, " The Chester County Hospital: Case Study ," in 2007 Excellence in Practice: Moving the Goalposts., 2007.
Stroke guideline (WfMS) Quaglini, Panzarasa, et al. (2000,2001,2003,2007)
GLIF  guideline (task-network  model) Wang, (1999, 2004) Boxwala, (2004)
Examples of workflow editors and engines
 
 
 
 
 
WT software components ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Interesting analyses ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Workflow patterns http://workflowpatterns.com Prof. van der Aalst’s Lab (Netherlands) Van der Aalst (2003) Russel (2006) Peleg (2008)  Wf Patterns and Clinical Guidelines format
Adaptive workflow
Computer Supported Collaborative Work
Workflow mining ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Summary ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
2/3: Executable clinical guidelines
Executable Clinical Guidelines ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Examples ,[object Object],[object Object]
Executable Guidelines ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Tu (1999)
Arden Syntax ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
browse MLM file
GLIF ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Wang, (1999, 2004) Boxwala, (2004)
GLIF  guideline (task-network  model) Wang, (1999, 2004) Boxwala, (2004)
 
Current status and future of DSS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
3/3: Application of WT  (my research)
HL Scenario
 
 
 
 
 
Clinical Guidelines Quality Improvement measures
RetroGuide (RG):  key concepts ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
WT, guidelines, RetroGuide ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
RetroGuide
 
 
http://healthcareworkflow.wordpress.com
Reports generated by RetroGuide
1. Summary report  (population)
2. Detailed report (execution trace)
3. Individual patient view
Publications
Examples using Marshfield Clinic Data
FILE-BASED DEMO HERE 10 minutes
Process Mining
 
 
Conclusion ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Más contenido relacionado

La actualidad más candente

Rules for Healthcare Transformation Frameworks and Tools v1
Rules for Healthcare Transformation Frameworks and Tools v1Rules for Healthcare Transformation Frameworks and Tools v1
Rules for Healthcare Transformation Frameworks and Tools v1Imad Hassan
 
Efficient Data Reviews and Quality in Clinical Trials - Kelci Miclaus
Efficient Data Reviews and Quality in Clinical Trials - Kelci MiclausEfficient Data Reviews and Quality in Clinical Trials - Kelci Miclaus
Efficient Data Reviews and Quality in Clinical Trials - Kelci MiclausQuanticate
 
Clinical sas programmer
Clinical sas programmerClinical sas programmer
Clinical sas programmerray4hz
 
Clinical Data Management
Clinical Data ManagementClinical Data Management
Clinical Data ManagementShray Jali
 
Post-lock Data Flow: From CRF to FDA
Post-lock Data Flow: From CRF to FDAPost-lock Data Flow: From CRF to FDA
Post-lock Data Flow: From CRF to FDABrook White, PMP
 
Defining a Central Monitoring Capability: Sharing the Experience of TransCele...
Defining a Central Monitoring Capability: Sharing the Experience of TransCele...Defining a Central Monitoring Capability: Sharing the Experience of TransCele...
Defining a Central Monitoring Capability: Sharing the Experience of TransCele...www.datatrak.com
 
Clinical Data Management
Clinical Data ManagementClinical Data Management
Clinical Data ManagementMahesh Koppula
 
A Roadmap for SAS Programmers to Clinical Statistical Programming
A Roadmap for SAS Programmers to Clinical Statistical ProgrammingA Roadmap for SAS Programmers to Clinical Statistical Programming
A Roadmap for SAS Programmers to Clinical Statistical ProgrammingMohammad Majharul Alam
 
White_Paper_Synthesis of Adaptive Designs in Clinical Trials_May2016.PDF
White_Paper_Synthesis of Adaptive Designs in Clinical Trials_May2016.PDFWhite_Paper_Synthesis of Adaptive Designs in Clinical Trials_May2016.PDF
White_Paper_Synthesis of Adaptive Designs in Clinical Trials_May2016.PDFvbartekian
 
SDTM (Study Data Tabulation Model)
SDTM (Study Data Tabulation Model)SDTM (Study Data Tabulation Model)
SDTM (Study Data Tabulation Model)SWAROOP KUMAR K
 
Protocol Understanding_ Clinical Data Management_KatalystHLS
Protocol Understanding_ Clinical Data Management_KatalystHLSProtocol Understanding_ Clinical Data Management_KatalystHLS
Protocol Understanding_ Clinical Data Management_KatalystHLSKatalyst HLS
 
Revelatory Trends in Clinical Research and Data Management
Revelatory Trends in Clinical Research and Data ManagementRevelatory Trends in Clinical Research and Data Management
Revelatory Trends in Clinical Research and Data ManagementSagar Ghotekar
 
Integrating Clinical Operations and Clinical Data Management Through EDC
Integrating Clinical Operations and Clinical Data Management Through EDCIntegrating Clinical Operations and Clinical Data Management Through EDC
Integrating Clinical Operations and Clinical Data Management Through EDCwww.datatrak.com
 
Using computable phenotypes in point of care clinical trial recruitment
Using computable phenotypes in point of care clinical trial recruitmentUsing computable phenotypes in point of care clinical trial recruitment
Using computable phenotypes in point of care clinical trial recruitmentMartin Chapman
 
Clinical Data Management Training @ Gratisol Labs
Clinical Data Management Training @ Gratisol LabsClinical Data Management Training @ Gratisol Labs
Clinical Data Management Training @ Gratisol LabsGratisol Labs
 
Top 10 Ways to Make Clinical Trial Management Easier and More Efficient
Top 10 Ways to Make Clinical Trial Management Easier and More EfficientTop 10 Ways to Make Clinical Trial Management Easier and More Efficient
Top 10 Ways to Make Clinical Trial Management Easier and More EfficientBioclinica
 
Systemic reviews on implantable medical devices provide a quality of reportin...
Systemic reviews on implantable medical devices provide a quality of reportin...Systemic reviews on implantable medical devices provide a quality of reportin...
Systemic reviews on implantable medical devices provide a quality of reportin...Pubrica
 

La actualidad más candente (20)

Rules for Healthcare Transformation Frameworks and Tools v1
Rules for Healthcare Transformation Frameworks and Tools v1Rules for Healthcare Transformation Frameworks and Tools v1
Rules for Healthcare Transformation Frameworks and Tools v1
 
Efficient Data Reviews and Quality in Clinical Trials - Kelci Miclaus
Efficient Data Reviews and Quality in Clinical Trials - Kelci MiclausEfficient Data Reviews and Quality in Clinical Trials - Kelci Miclaus
Efficient Data Reviews and Quality in Clinical Trials - Kelci Miclaus
 
Clinical sas programmer
Clinical sas programmerClinical sas programmer
Clinical sas programmer
 
Clinical Data Management
Clinical Data ManagementClinical Data Management
Clinical Data Management
 
Post-lock Data Flow: From CRF to FDA
Post-lock Data Flow: From CRF to FDAPost-lock Data Flow: From CRF to FDA
Post-lock Data Flow: From CRF to FDA
 
Defining a Central Monitoring Capability: Sharing the Experience of TransCele...
Defining a Central Monitoring Capability: Sharing the Experience of TransCele...Defining a Central Monitoring Capability: Sharing the Experience of TransCele...
Defining a Central Monitoring Capability: Sharing the Experience of TransCele...
 
Cdm
CdmCdm
Cdm
 
Clinical Data Management
Clinical Data ManagementClinical Data Management
Clinical Data Management
 
A Roadmap for SAS Programmers to Clinical Statistical Programming
A Roadmap for SAS Programmers to Clinical Statistical ProgrammingA Roadmap for SAS Programmers to Clinical Statistical Programming
A Roadmap for SAS Programmers to Clinical Statistical Programming
 
White_Paper_Synthesis of Adaptive Designs in Clinical Trials_May2016.PDF
White_Paper_Synthesis of Adaptive Designs in Clinical Trials_May2016.PDFWhite_Paper_Synthesis of Adaptive Designs in Clinical Trials_May2016.PDF
White_Paper_Synthesis of Adaptive Designs in Clinical Trials_May2016.PDF
 
Introduction to clinical sas
Introduction to clinical sasIntroduction to clinical sas
Introduction to clinical sas
 
SDTM (Study Data Tabulation Model)
SDTM (Study Data Tabulation Model)SDTM (Study Data Tabulation Model)
SDTM (Study Data Tabulation Model)
 
Protocol Understanding_ Clinical Data Management_KatalystHLS
Protocol Understanding_ Clinical Data Management_KatalystHLSProtocol Understanding_ Clinical Data Management_KatalystHLS
Protocol Understanding_ Clinical Data Management_KatalystHLS
 
Revelatory Trends in Clinical Research and Data Management
Revelatory Trends in Clinical Research and Data ManagementRevelatory Trends in Clinical Research and Data Management
Revelatory Trends in Clinical Research and Data Management
 
Integrating Clinical Operations and Clinical Data Management Through EDC
Integrating Clinical Operations and Clinical Data Management Through EDCIntegrating Clinical Operations and Clinical Data Management Through EDC
Integrating Clinical Operations and Clinical Data Management Through EDC
 
Using computable phenotypes in point of care clinical trial recruitment
Using computable phenotypes in point of care clinical trial recruitmentUsing computable phenotypes in point of care clinical trial recruitment
Using computable phenotypes in point of care clinical trial recruitment
 
Clinical Data Management Training @ Gratisol Labs
Clinical Data Management Training @ Gratisol LabsClinical Data Management Training @ Gratisol Labs
Clinical Data Management Training @ Gratisol Labs
 
Optimizing Clinical Operations
Optimizing Clinical OperationsOptimizing Clinical Operations
Optimizing Clinical Operations
 
Top 10 Ways to Make Clinical Trial Management Easier and More Efficient
Top 10 Ways to Make Clinical Trial Management Easier and More EfficientTop 10 Ways to Make Clinical Trial Management Easier and More Efficient
Top 10 Ways to Make Clinical Trial Management Easier and More Efficient
 
Systemic reviews on implantable medical devices provide a quality of reportin...
Systemic reviews on implantable medical devices provide a quality of reportin...Systemic reviews on implantable medical devices provide a quality of reportin...
Systemic reviews on implantable medical devices provide a quality of reportin...
 

Destacado

Vojtech Huser IDR Snapshot
Vojtech Huser IDR SnapshotVojtech Huser IDR Snapshot
Vojtech Huser IDR SnapshotVojtech Huser
 
Tutorial: AMIA NOW conference: Introduction to workflow technology: Represen...
Tutorial: AMIA NOW conference:  Introduction to workflow technology: Represen...Tutorial: AMIA NOW conference:  Introduction to workflow technology: Represen...
Tutorial: AMIA NOW conference: Introduction to workflow technology: Represen...Vojtech Huser
 
RetroGuide Vs Sql diagram
RetroGuide Vs Sql diagramRetroGuide Vs Sql diagram
RetroGuide Vs Sql diagramVojtech Huser
 
Vojtech huser-data-warehouse-evaluation-2010-04-idr-snapshot014c
Vojtech huser-data-warehouse-evaluation-2010-04-idr-snapshot014cVojtech huser-data-warehouse-evaluation-2010-04-idr-snapshot014c
Vojtech huser-data-warehouse-evaluation-2010-04-idr-snapshot014cVojtech Huser
 
Vojtech Huser: spring AMIA conference: representing clinical processes in XPDL
Vojtech Huser: spring AMIA conference: representing clinical processes in XPDLVojtech Huser: spring AMIA conference: representing clinical processes in XPDL
Vojtech Huser: spring AMIA conference: representing clinical processes in XPDLVojtech Huser
 
Vojtech huser-2009-amia-clinical-research-informatics-panel-eligibility-v011
Vojtech huser-2009-amia-clinical-research-informatics-panel-eligibility-v011Vojtech huser-2009-amia-clinical-research-informatics-panel-eligibility-v011
Vojtech huser-2009-amia-clinical-research-informatics-panel-eligibility-v011Vojtech Huser
 
Healthcare use of workflow engine technology with emphasis on data analysis...
Healthcare use of workflow engine technology with emphasis on data  analysis...Healthcare use of workflow engine technology with emphasis on data  analysis...
Healthcare use of workflow engine technology with emphasis on data analysis...Vojtech Huser
 
Workflow-technology-tutorial-amia12-vojtech-huser-harm-scherpbier-
Workflow-technology-tutorial-amia12-vojtech-huser-harm-scherpbier-Workflow-technology-tutorial-amia12-vojtech-huser-harm-scherpbier-
Workflow-technology-tutorial-amia12-vojtech-huser-harm-scherpbier-Vojtech Huser
 
Piloting a Comprehensive Knowledge Base for Pharmacovigilance Using Standardi...
Piloting a Comprehensive Knowledge Base for Pharmacovigilance Using Standardi...Piloting a Comprehensive Knowledge Base for Pharmacovigilance Using Standardi...
Piloting a Comprehensive Knowledge Base for Pharmacovigilance Using Standardi...Richard Boyce, PhD
 
23. Історичні скарби україни
23. Історичні скарби україни23. Історичні скарби україни
23. Історичні скарби україниIgor Shuvarsky
 
Predictive analytics for personalized healthcare
Predictive analytics for personalized healthcarePredictive analytics for personalized healthcare
Predictive analytics for personalized healthcareJohn Cai
 

Destacado (12)

Vojtech Huser IDR Snapshot
Vojtech Huser IDR SnapshotVojtech Huser IDR Snapshot
Vojtech Huser IDR Snapshot
 
Tutorial: AMIA NOW conference: Introduction to workflow technology: Represen...
Tutorial: AMIA NOW conference:  Introduction to workflow technology: Represen...Tutorial: AMIA NOW conference:  Introduction to workflow technology: Represen...
Tutorial: AMIA NOW conference: Introduction to workflow technology: Represen...
 
RetroGuide Vs Sql diagram
RetroGuide Vs Sql diagramRetroGuide Vs Sql diagram
RetroGuide Vs Sql diagram
 
Vojtech huser-data-warehouse-evaluation-2010-04-idr-snapshot014c
Vojtech huser-data-warehouse-evaluation-2010-04-idr-snapshot014cVojtech huser-data-warehouse-evaluation-2010-04-idr-snapshot014c
Vojtech huser-data-warehouse-evaluation-2010-04-idr-snapshot014c
 
Vojtech Huser: spring AMIA conference: representing clinical processes in XPDL
Vojtech Huser: spring AMIA conference: representing clinical processes in XPDLVojtech Huser: spring AMIA conference: representing clinical processes in XPDL
Vojtech Huser: spring AMIA conference: representing clinical processes in XPDL
 
Vojtech huser-2009-amia-clinical-research-informatics-panel-eligibility-v011
Vojtech huser-2009-amia-clinical-research-informatics-panel-eligibility-v011Vojtech huser-2009-amia-clinical-research-informatics-panel-eligibility-v011
Vojtech huser-2009-amia-clinical-research-informatics-panel-eligibility-v011
 
CIBM
CIBMCIBM
CIBM
 
Healthcare use of workflow engine technology with emphasis on data analysis...
Healthcare use of workflow engine technology with emphasis on data  analysis...Healthcare use of workflow engine technology with emphasis on data  analysis...
Healthcare use of workflow engine technology with emphasis on data analysis...
 
Workflow-technology-tutorial-amia12-vojtech-huser-harm-scherpbier-
Workflow-technology-tutorial-amia12-vojtech-huser-harm-scherpbier-Workflow-technology-tutorial-amia12-vojtech-huser-harm-scherpbier-
Workflow-technology-tutorial-amia12-vojtech-huser-harm-scherpbier-
 
Piloting a Comprehensive Knowledge Base for Pharmacovigilance Using Standardi...
Piloting a Comprehensive Knowledge Base for Pharmacovigilance Using Standardi...Piloting a Comprehensive Knowledge Base for Pharmacovigilance Using Standardi...
Piloting a Comprehensive Knowledge Base for Pharmacovigilance Using Standardi...
 
23. Історичні скарби україни
23. Історичні скарби україни23. Історичні скарби україни
23. Історичні скарби україни
 
Predictive analytics for personalized healthcare
Predictive analytics for personalized healthcarePredictive analytics for personalized healthcare
Predictive analytics for personalized healthcare
 

Similar a Feb 2009: my University of Wisconsin colloquim presentation

Integration Of Declarative and Procedural Knowledge for The Management of Chr...
Integration Of Declarative and Procedural Knowledge for The Management of Chr...Integration Of Declarative and Procedural Knowledge for The Management of Chr...
Integration Of Declarative and Procedural Knowledge for The Management of Chr...Health Informatics New Zealand
 
Automatable Healthcare Decisions and Workflows using FHIR®
Automatable Healthcare Decisions and Workflows using FHIR®Automatable Healthcare Decisions and Workflows using FHIR®
Automatable Healthcare Decisions and Workflows using FHIR®Denis Gagné
 
Why ICT Fails in Healthcare: Software Maintenance and Maintainability
Why ICT Fails in Healthcare: Software Maintenance and MaintainabilityWhy ICT Fails in Healthcare: Software Maintenance and Maintainability
Why ICT Fails in Healthcare: Software Maintenance and MaintainabilityKoray Atalag
 
Integrating Clinical Workflows and Decisions with FHIR, CDS Hooks and SMART
Integrating Clinical Workflows and Decisions with FHIR, CDS Hooks and SMARTIntegrating Clinical Workflows and Decisions with FHIR, CDS Hooks and SMART
Integrating Clinical Workflows and Decisions with FHIR, CDS Hooks and SMARTDenis Gagné
 
Metrological experiments in biomarker development (mass spectrometry statisti...
Metrological experiments in biomarker development (mass spectrometry statisti...Metrological experiments in biomarker development (mass spectrometry statisti...
Metrological experiments in biomarker development (mass spectrometry statisti...National Institute of Biologics
 
Overview of ePRO
Overview of ePROOverview of ePRO
Overview of ePROchallPHT
 
Understanding basics of software development and healthcare
Understanding basics of software development and healthcareUnderstanding basics of software development and healthcare
Understanding basics of software development and healthcareBharadwaj PV
 
Big data, RWE and AI in Clinical Trials made simple
Big data, RWE and AI in Clinical Trials made simpleBig data, RWE and AI in Clinical Trials made simple
Big data, RWE and AI in Clinical Trials made simpleHadas Jacoby
 
Defining and formalizing radiology and PACS performance
Defining and formalizing radiology and PACS performanceDefining and formalizing radiology and PACS performance
Defining and formalizing radiology and PACS performanceRogier Van de Wetering, PhD
 
Technology Considerations to Enable the Risk-Based Monitoring Methodology
Technology Considerations to Enable the Risk-Based Monitoring MethodologyTechnology Considerations to Enable the Risk-Based Monitoring Methodology
Technology Considerations to Enable the Risk-Based Monitoring Methodologywww.datatrak.com
 
OpenEHR modeling case studies in China
OpenEHR modeling case studies in ChinaOpenEHR modeling case studies in China
OpenEHR modeling case studies in Chinaxudong_lu
 
How SAP HANA can provide value for Pharma R&D
How SAP HANA can provide value for Pharma R&DHow SAP HANA can provide value for Pharma R&D
How SAP HANA can provide value for Pharma R&DMarc Maurer
 
Medinfo 2010 openEHR Clinical Modelling Worshop
Medinfo 2010 openEHR Clinical Modelling WorshopMedinfo 2010 openEHR Clinical Modelling Worshop
Medinfo 2010 openEHR Clinical Modelling WorshopKoray Atalag
 
Grid And Healthcare For IOM July 2009
Grid And Healthcare For IOM July 2009Grid And Healthcare For IOM July 2009
Grid And Healthcare For IOM July 2009Ian Foster
 
DETECTION OF LIVER INFECTION USING MACHINE LEARNING TECHNIQUES
DETECTION OF LIVER INFECTION USING MACHINE LEARNING TECHNIQUESDETECTION OF LIVER INFECTION USING MACHINE LEARNING TECHNIQUES
DETECTION OF LIVER INFECTION USING MACHINE LEARNING TECHNIQUESIRJET Journal
 
Health research, clinical registries, electronic health records – how do they...
Health research, clinical registries, electronic health records – how do they...Health research, clinical registries, electronic health records – how do they...
Health research, clinical registries, electronic health records – how do they...Koray Atalag
 

Similar a Feb 2009: my University of Wisconsin colloquim presentation (20)

Integration Of Declarative and Procedural Knowledge for The Management of Chr...
Integration Of Declarative and Procedural Knowledge for The Management of Chr...Integration Of Declarative and Procedural Knowledge for The Management of Chr...
Integration Of Declarative and Procedural Knowledge for The Management of Chr...
 
Multiplex
MultiplexMultiplex
Multiplex
 
Automatable Healthcare Decisions and Workflows using FHIR®
Automatable Healthcare Decisions and Workflows using FHIR®Automatable Healthcare Decisions and Workflows using FHIR®
Automatable Healthcare Decisions and Workflows using FHIR®
 
Data management & statistics in clinical trials
Data management & statistics in clinical trialsData management & statistics in clinical trials
Data management & statistics in clinical trials
 
Why ICT Fails in Healthcare: Software Maintenance and Maintainability
Why ICT Fails in Healthcare: Software Maintenance and MaintainabilityWhy ICT Fails in Healthcare: Software Maintenance and Maintainability
Why ICT Fails in Healthcare: Software Maintenance and Maintainability
 
Integrating Clinical Workflows and Decisions with FHIR, CDS Hooks and SMART
Integrating Clinical Workflows and Decisions with FHIR, CDS Hooks and SMARTIntegrating Clinical Workflows and Decisions with FHIR, CDS Hooks and SMART
Integrating Clinical Workflows and Decisions with FHIR, CDS Hooks and SMART
 
Metrological experiments in biomarker development (mass spectrometry statisti...
Metrological experiments in biomarker development (mass spectrometry statisti...Metrological experiments in biomarker development (mass spectrometry statisti...
Metrological experiments in biomarker development (mass spectrometry statisti...
 
Overview of ePRO
Overview of ePROOverview of ePRO
Overview of ePRO
 
Understanding basics of software development and healthcare
Understanding basics of software development and healthcareUnderstanding basics of software development and healthcare
Understanding basics of software development and healthcare
 
Big data, RWE and AI in Clinical Trials made simple
Big data, RWE and AI in Clinical Trials made simpleBig data, RWE and AI in Clinical Trials made simple
Big data, RWE and AI in Clinical Trials made simple
 
Mycin
MycinMycin
Mycin
 
Saude
SaudeSaude
Saude
 
Defining and formalizing radiology and PACS performance
Defining and formalizing radiology and PACS performanceDefining and formalizing radiology and PACS performance
Defining and formalizing radiology and PACS performance
 
Technology Considerations to Enable the Risk-Based Monitoring Methodology
Technology Considerations to Enable the Risk-Based Monitoring MethodologyTechnology Considerations to Enable the Risk-Based Monitoring Methodology
Technology Considerations to Enable the Risk-Based Monitoring Methodology
 
OpenEHR modeling case studies in China
OpenEHR modeling case studies in ChinaOpenEHR modeling case studies in China
OpenEHR modeling case studies in China
 
How SAP HANA can provide value for Pharma R&D
How SAP HANA can provide value for Pharma R&DHow SAP HANA can provide value for Pharma R&D
How SAP HANA can provide value for Pharma R&D
 
Medinfo 2010 openEHR Clinical Modelling Worshop
Medinfo 2010 openEHR Clinical Modelling WorshopMedinfo 2010 openEHR Clinical Modelling Worshop
Medinfo 2010 openEHR Clinical Modelling Worshop
 
Grid And Healthcare For IOM July 2009
Grid And Healthcare For IOM July 2009Grid And Healthcare For IOM July 2009
Grid And Healthcare For IOM July 2009
 
DETECTION OF LIVER INFECTION USING MACHINE LEARNING TECHNIQUES
DETECTION OF LIVER INFECTION USING MACHINE LEARNING TECHNIQUESDETECTION OF LIVER INFECTION USING MACHINE LEARNING TECHNIQUES
DETECTION OF LIVER INFECTION USING MACHINE LEARNING TECHNIQUES
 
Health research, clinical registries, electronic health records – how do they...
Health research, clinical registries, electronic health records – how do they...Health research, clinical registries, electronic health records – how do they...
Health research, clinical registries, electronic health records – how do they...
 

Último

(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...indiancallgirl4rent
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeCall Girls Delhi
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...chandars293
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Call Girls in Nagpur High Profile
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...astropune
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...CALL GIRLS
 
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...Garima Khatri
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...jageshsingh5554
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...Taniya Sharma
 
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls JaipurRussian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipurparulsinha
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escortsvidya singh
 
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiAlinaDevecerski
 
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomdiscovermytutordmt
 
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 

Último (20)

(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
 
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
 
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
 
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls JaipurRussian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❤8445551418 VIP Call Girls Jaipur
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
 
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
 
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
 

Feb 2009: my University of Wisconsin colloquim presentation

Notas del editor

  1. Title: Use of workflow technology to model clinical processes Abstract: Workflow technology (WT) represents an emerging class of software products which enable advanced modeling, execution and analysis of processes. WT has been shown to deliver efficiency and management improvements to many industries. Graphical nature of workflow process definitions enables non-IT experts to better understand or even directly modify processes programmed within their information systems. The key topics covered by the seminar will be: (1) general overview of WT and its applications in healthcare; (2) relationship of WT to previous efforts to represent executable clinical guidelines and other related forms of medical knowledge in medical research and healthcare quality improvement); and (3) use of process-based query paradigm to analyze Electronic Health Record (EHR) data as a preparatory step to deployment of WT in healthcare Picture: http://www.marshfieldclinic.org/birc/pages/default.aspx?page=InvestigatorDetails&id=956 CV: Also that link Or bigger version: Attached Short bio: Dr. Huser is a researcher in clinical informatics affiliated with Biomedical Informatics Research Center at Marshfield clinic and School of Medicine and Public Health, University of Wisconsin-Madison. His research interests are: medical knowledge representation, workflow technology, executable clinical guidelines, medical decision support systems and quality improvement in healthcare. Dr. Huser did his MD studies at Palacky University, Czech republic, Europe. His PhD work at the University of Utah (School of Medicine, Department of Biomedical Informatics) focused on workflow technology and retrospective analysis of EHR data in the domains of decision support, quality improvement and medical research. During his PhD work, Dr. Huser worked extensively with numerous informatics systems at Intermountain Healthcare in Salt Lake City, UT and now at Marshfield Clinic, Marshfield, WI.