SlideShare uma empresa Scribd logo

Decision Support Systems & Health Care

•
•
C
ckrampert
NegóciosTecnologia
1 de 35
MED INF 406 Decision Support to Reduce Readmission Rates 11/23/09 Larry Stofko, Steve Edwards, Aleksandar Zivkovic, and Cheri Krampert
Table of Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Institutional Background St. Joseph Health System Profile ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Readmission Disease Type Diagnosis Focus Areas Diagnosis Background Heart Failure (HF) ,[object Object],[object Object],[object Object],Chronic Obstructive Pulmonary Disease (COPD) ,[object Object],[object Object],Pneumonia (PN) ,[object Object],[object Object],[object Object],Acute myocardial infarction (AMI) ,[object Object],[object Object]
Readmission Facts
Benefit Areas/Stakeholder Summary ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Onward to the Model
The Model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Model ,[object Object],[object Object],[object Object],[object Object],[object Object]
The Model ,[object Object]
The Model ,[object Object]
The Model ,[object Object],[object Object],[object Object],[object Object]
The Model Decision Support Tree:
Model Summary Preventing Readmission ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Onward to Systems
System Description ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Summary of Data Sources ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data Flow and Interfaces
Amalga UIS Architecture Data Parsers Data Store Tables & SQL Views Optimized by Use Data Acquisition Clinical Repository Data Parsers Client Devices
User Interface ,[object Object],[object Object],[object Object]
Data Viewer
Data Filtering ,[object Object],[object Object]
Data Grid Section ,[object Object],[object Object],[object Object]
Output to Excel ,[object Object]
Export to Microsoft Excel
Output to Dashboards
Output to Mapping
Output “Watch List” and Alerts
Last But Not Least… User Training ,[object Object],Onward to Evaluation
Evaluation Tool ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Intervention effectiveness ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Business Intelligence ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Interventions and Measures
Readmit Dashboard 30- 60-90 day readmission rates across 11 hospitals
[object Object]

Recomendados

readmission paper applied health econ
readmission paper applied health econreadmission paper applied health econ
readmission paper applied health econPamela Bonifay Peele
 
Classifying Readmissions of Diabetic Patient Encounters
Classifying Readmissions of Diabetic Patient EncountersClassifying Readmissions of Diabetic Patient Encounters
Classifying Readmissions of Diabetic Patient EncountersMayur Srinivasan
 
From Clinical Decision Support to Precision Medicine
From Clinical Decision Support to Precision MedicineFrom Clinical Decision Support to Precision Medicine
From Clinical Decision Support to Precision MedicineKent State University
 
Implementation of a value driven outcomes program to identify high variabilit...
Implementation of a value driven outcomes program to identify high variabilit...Implementation of a value driven outcomes program to identify high variabilit...
Implementation of a value driven outcomes program to identify high variabilit...John Frias Morales, DrBA, MS
 
Readmission of Diabetes Patients Report
Readmission of Diabetes Patients ReportReadmission of Diabetes Patients Report
Readmission of Diabetes Patients ReportHong Lu
 
Clinical Decision Support Systems
Clinical Decision Support SystemsClinical Decision Support Systems
Clinical Decision Support SystemsNawanan Theera-Ampornpunt
 
Position paper on negligence
Position paper on negligencePosition paper on negligence
Position paper on negligenceyasmeenzulfiqar
 
Machine Learning applied to heart failure readmissions
Machine Learning applied to heart failure readmissionsMachine Learning applied to heart failure readmissions
Machine Learning applied to heart failure readmissionsJohn Frias Morales, DrBA, MS
 

Recomendados

readmission paper applied health econ
readmission paper applied health econreadmission paper applied health econ
readmission paper applied health econPamela Bonifay Peele
 
Classifying Readmissions of Diabetic Patient Encounters
Classifying Readmissions of Diabetic Patient EncountersClassifying Readmissions of Diabetic Patient Encounters
Classifying Readmissions of Diabetic Patient EncountersMayur Srinivasan
 
From Clinical Decision Support to Precision Medicine
From Clinical Decision Support to Precision MedicineFrom Clinical Decision Support to Precision Medicine
From Clinical Decision Support to Precision MedicineKent State University
 
Implementation of a value driven outcomes program to identify high variabilit...
Implementation of a value driven outcomes program to identify high variabilit...Implementation of a value driven outcomes program to identify high variabilit...
Implementation of a value driven outcomes program to identify high variabilit...John Frias Morales, DrBA, MS
 
Readmission of Diabetes Patients Report
Readmission of Diabetes Patients ReportReadmission of Diabetes Patients Report
Readmission of Diabetes Patients ReportHong Lu
 
Clinical Decision Support Systems
Clinical Decision Support SystemsClinical Decision Support Systems
Clinical Decision Support SystemsNawanan Theera-Ampornpunt
 
Position paper on negligence
Position paper on negligencePosition paper on negligence
Position paper on negligenceyasmeenzulfiqar
 
Machine Learning applied to heart failure readmissions
Machine Learning applied to heart failure readmissionsMachine Learning applied to heart failure readmissions
Machine Learning applied to heart failure readmissionsJohn Frias Morales, DrBA, MS
 
PCN63
PCN63PCN63
PCN63Smeet Gala
 
April 2016 - Hospital Medicine in Canada: Past, Present and Future
April 2016 - Hospital Medicine in Canada: Past, Present and FutureApril 2016 - Hospital Medicine in Canada: Past, Present and Future
April 2016 - Hospital Medicine in Canada: Past, Present and FutureVandad Yousefi MD, CCFP, FHM
 
J Nichols final 4-12-16final
J Nichols final 4-12-16finalJ Nichols final 4-12-16final
J Nichols final 4-12-16finalJames Nichols
 
Clinical decision support systems
Clinical decision support systemsClinical decision support systems
Clinical decision support systemsPadmaja Muttamshetty
 
Data mining for diabetes readmission
Data mining for diabetes readmissionData mining for diabetes readmission
Data mining for diabetes readmissionYi Chun (Nancy) Chien
 
Clinical Decision Support Systems
Clinical Decision Support SystemsClinical Decision Support Systems
Clinical Decision Support Systemspradhasrini
 
Clinical decision support systems
Clinical decision support systemsClinical decision support systems
Clinical decision support systemsAHMED ZINHOM
 
The Need for Dedicated Evaluation Management Codes
The Need for Dedicated Evaluation Management CodesThe Need for Dedicated Evaluation Management Codes
The Need for Dedicated Evaluation Management CodesAmerican Academy of Family Physicians
 
Clinical Decision Support Systems
Clinical Decision Support SystemsClinical Decision Support Systems
Clinical Decision Support Systemsrkblacey
 
Electronic Medical Records: From Clinical Decision Support to Precision Medicine
Electronic Medical Records: From Clinical Decision Support to Precision MedicineElectronic Medical Records: From Clinical Decision Support to Precision Medicine
Electronic Medical Records: From Clinical Decision Support to Precision MedicineKent State University
 
Clinical decision support system
Clinical decision support systemClinical decision support system
Clinical decision support systemDrSiddharthSingh5
 
What is an "Average" Caseload?
What is an "Average" Caseload? What is an "Average" Caseload?
What is an "Average" Caseload? TCS Healthcare Technologies
 
MADLENARTICLES
MADLENARTICLESMADLENARTICLES
MADLENARTICLESAmanda Maloney
 
Assessing the costs and effects of anti-retroviral therapy task shifting from...
Assessing the costs and effects of anti-retroviral therapy task shifting from...Assessing the costs and effects of anti-retroviral therapy task shifting from...
Assessing the costs and effects of anti-retroviral therapy task shifting from...University of KwaZulu-Natal (UKZN) and Ethiopian Public Health Institute (EPHI)
 
Clinical Decision Support System
Clinical Decision Support SystemClinical Decision Support System
Clinical Decision Support SystemGrace Villareal
 
Mining Health Examination Records A Graph Based Approach
Mining Health Examination Records A Graph Based ApproachMining Health Examination Records A Graph Based Approach
Mining Health Examination Records A Graph Based Approachijtsrd
 
How Clinical Decision Support Systems (CDSS) is the right tool for physicians?
How Clinical Decision Support Systems (CDSS) is the right tool for physicians?How Clinical Decision Support Systems (CDSS) is the right tool for physicians?
How Clinical Decision Support Systems (CDSS) is the right tool for physicians?Eurostars Programme EUREKA
 
Adding Value to the EMR: A Clinical Perspective
Adding Value to the EMR: A Clinical PerspectiveAdding Value to the EMR: A Clinical Perspective
Adding Value to the EMR: A Clinical PerspectiveHealth Catalyst
 
Clinical Decision Support Systems - Sunil Nair Health Informatics Dalhousie U...
Clinical Decision Support Systems - Sunil Nair Health Informatics Dalhousie U...Clinical Decision Support Systems - Sunil Nair Health Informatics Dalhousie U...
Clinical Decision Support Systems - Sunil Nair Health Informatics Dalhousie U...Sunil Nair
 
effective_care
effective_careeffective_care
effective_careAlex Yerukhimov
 
праздник день земли
праздник день землипраздник день земли
праздник день землиvirtualtaganrog
 
DOCUMENTOS CIENTIFICOS
DOCUMENTOS CIENTIFICOSDOCUMENTOS CIENTIFICOS
DOCUMENTOS CIENTIFICOSLoren Sepulveda
 

Mais conteúdo relacionado

Mais procurados

April 2016 - Hospital Medicine in Canada: Past, Present and Future
April 2016 - Hospital Medicine in Canada: Past, Present and FutureApril 2016 - Hospital Medicine in Canada: Past, Present and Future
April 2016 - Hospital Medicine in Canada: Past, Present and FutureVandad Yousefi MD, CCFP, FHM
 
J Nichols final 4-12-16final
J Nichols final 4-12-16finalJ Nichols final 4-12-16final
J Nichols final 4-12-16finalJames Nichols
 
Data mining for diabetes readmission
Data mining for diabetes readmissionData mining for diabetes readmission
Data mining for diabetes readmissionYi Chun (Nancy) Chien
 
Clinical Decision Support Systems
Clinical Decision Support SystemsClinical Decision Support Systems
Clinical Decision Support Systemspradhasrini
 
Clinical decision support systems
Clinical decision support systemsClinical decision support systems
Clinical decision support systemsAHMED ZINHOM
 
Clinical Decision Support Systems
Clinical Decision Support SystemsClinical Decision Support Systems
Clinical Decision Support Systemsrkblacey
 
Electronic Medical Records: From Clinical Decision Support to Precision Medicine
Electronic Medical Records: From Clinical Decision Support to Precision MedicineElectronic Medical Records: From Clinical Decision Support to Precision Medicine
Electronic Medical Records: From Clinical Decision Support to Precision MedicineKent State University
 
Clinical decision support system
Clinical decision support systemClinical decision support system
Clinical decision support systemDrSiddharthSingh5
 
Clinical Decision Support System
Clinical Decision Support SystemClinical Decision Support System
Clinical Decision Support SystemGrace Villareal
 
Mining Health Examination Records A Graph Based Approach
Mining Health Examination Records A Graph Based ApproachMining Health Examination Records A Graph Based Approach
Mining Health Examination Records A Graph Based Approachijtsrd
 
How Clinical Decision Support Systems (CDSS) is the right tool for physicians?
How Clinical Decision Support Systems (CDSS) is the right tool for physicians?How Clinical Decision Support Systems (CDSS) is the right tool for physicians?
How Clinical Decision Support Systems (CDSS) is the right tool for physicians?Eurostars Programme EUREKA
 
Adding Value to the EMR: A Clinical Perspective
Adding Value to the EMR: A Clinical PerspectiveAdding Value to the EMR: A Clinical Perspective
Adding Value to the EMR: A Clinical PerspectiveHealth Catalyst
 
Clinical Decision Support Systems - Sunil Nair Health Informatics Dalhousie U...
Clinical Decision Support Systems - Sunil Nair Health Informatics Dalhousie U...Clinical Decision Support Systems - Sunil Nair Health Informatics Dalhousie U...
Clinical Decision Support Systems - Sunil Nair Health Informatics Dalhousie U...Sunil Nair
 

Mais procurados (20)

PCN63
PCN63PCN63
PCN63
 
April 2016 - Hospital Medicine in Canada: Past, Present and Future
April 2016 - Hospital Medicine in Canada: Past, Present and FutureApril 2016 - Hospital Medicine in Canada: Past, Present and Future
April 2016 - Hospital Medicine in Canada: Past, Present and Future
 
J Nichols final 4-12-16final
J Nichols final 4-12-16finalJ Nichols final 4-12-16final
J Nichols final 4-12-16final
 
Clinical decision support systems
Clinical decision support systemsClinical decision support systems
Clinical decision support systems
 
Data mining for diabetes readmission
Data mining for diabetes readmissionData mining for diabetes readmission
Data mining for diabetes readmission
 
Clinical Decision Support Systems
Clinical Decision Support SystemsClinical Decision Support Systems
Clinical Decision Support Systems
 
Clinical decision support systems
Clinical decision support systemsClinical decision support systems
Clinical decision support systems
 
The Need for Dedicated Evaluation Management Codes
The Need for Dedicated Evaluation Management CodesThe Need for Dedicated Evaluation Management Codes
The Need for Dedicated Evaluation Management Codes
 
Clinical Decision Support Systems
Clinical Decision Support SystemsClinical Decision Support Systems
Clinical Decision Support Systems
 
Electronic Medical Records: From Clinical Decision Support to Precision Medicine
Electronic Medical Records: From Clinical Decision Support to Precision MedicineElectronic Medical Records: From Clinical Decision Support to Precision Medicine
Electronic Medical Records: From Clinical Decision Support to Precision Medicine
 
Clinical decision support system
Clinical decision support systemClinical decision support system
Clinical decision support system
 
What is an "Average" Caseload?
What is an "Average" Caseload? What is an "Average" Caseload?
What is an "Average" Caseload?
 
MADLENARTICLES
MADLENARTICLESMADLENARTICLES
MADLENARTICLES
 
Assessing the costs and effects of anti-retroviral therapy task shifting from...
Assessing the costs and effects of anti-retroviral therapy task shifting from...Assessing the costs and effects of anti-retroviral therapy task shifting from...
Assessing the costs and effects of anti-retroviral therapy task shifting from...
 
Clinical Decision Support System
Clinical Decision Support SystemClinical Decision Support System
Clinical Decision Support System
 
Mining Health Examination Records A Graph Based Approach
Mining Health Examination Records A Graph Based ApproachMining Health Examination Records A Graph Based Approach
Mining Health Examination Records A Graph Based Approach
 
How Clinical Decision Support Systems (CDSS) is the right tool for physicians?
How Clinical Decision Support Systems (CDSS) is the right tool for physicians?How Clinical Decision Support Systems (CDSS) is the right tool for physicians?
How Clinical Decision Support Systems (CDSS) is the right tool for physicians?
 
Adding Value to the EMR: A Clinical Perspective
Adding Value to the EMR: A Clinical PerspectiveAdding Value to the EMR: A Clinical Perspective
Adding Value to the EMR: A Clinical Perspective
 
Clinical Decision Support Systems - Sunil Nair Health Informatics Dalhousie U...
Clinical Decision Support Systems - Sunil Nair Health Informatics Dalhousie U...Clinical Decision Support Systems - Sunil Nair Health Informatics Dalhousie U...
Clinical Decision Support Systems - Sunil Nair Health Informatics Dalhousie U...
 
effective_care
effective_careeffective_care
effective_care
 

Destaque

праздник день земли
праздник день землипраздник день земли
праздник день землиvirtualtaganrog
 
The street goes smart
The street goes smartThe street goes smart
The street goes smartnestit
 
Acs0816 Nosocomial Infection
Acs0816 Nosocomial InfectionAcs0816 Nosocomial Infection
Acs0816 Nosocomial Infectionmedbookonline
 
Access curso2
Access curso2Access curso2
Access curso2rogergene
 
Acs0802 Acute Cardiac Dysrhythmia
Acs0802 Acute Cardiac DysrhythmiaAcs0802 Acute Cardiac Dysrhythmia
Acs0802 Acute Cardiac Dysrhythmiamedbookonline
 
El arte en la prehistoria
El arte en la prehistoriaEl arte en la prehistoria
El arte en la prehistoriasabinaverde
 
Sahara Glass Stained Glass Sheets Color and Style
Sahara Glass Stained Glass Sheets Color and StyleSahara Glass Stained Glass Sheets Color and Style
Sahara Glass Stained Glass Sheets Color and Stylesaharaartwork
 
Ребенок в мире людей
Ребенок в мире людейРебенок в мире людей
Ребенок в мире людейura-ptichka
 
Sahara Glass Handles Catalogue
Sahara Glass Handles Catalogue Sahara Glass Handles Catalogue
Sahara Glass Handles Catalogue saharaartwork
 
Tema 12. Los transportes en España
Tema 12. Los transportes en EspañaTema 12. Los transportes en España
Tema 12. Los transportes en Españacherepaja
 
Mesoporous material
Mesoporous materialMesoporous material
Mesoporous materialMannuMaken92
 
Geografía e historia de Roma
Geografía e historia de RomaGeografía e historia de Roma
Geografía e historia de Romaprofeshispanica
 
La Prehistoria y la Evolución Humana
La Prehistoria y la Evolución HumanaLa Prehistoria y la Evolución Humana
La Prehistoria y la Evolución Humanaprofeshispanica
 
Techniques for Determining Particle Size Distribution (PSD) of Particulate Ma...
Techniques for Determining Particle Size Distribution (PSD) of Particulate Ma...Techniques for Determining Particle Size Distribution (PSD) of Particulate Ma...
Techniques for Determining Particle Size Distribution (PSD) of Particulate Ma...LPE Learning Center
 

Destaque (17)

праздник день земли
праздник день землипраздник день земли
праздник день земли
 
DOCUMENTOS CIENTIFICOS
DOCUMENTOS CIENTIFICOSDOCUMENTOS CIENTIFICOS
DOCUMENTOS CIENTIFICOS
 
The street goes smart
The street goes smartThe street goes smart
The street goes smart
 
Acs0816 Nosocomial Infection
Acs0816 Nosocomial InfectionAcs0816 Nosocomial Infection
Acs0816 Nosocomial Infection
 
Access curso2
Access curso2Access curso2
Access curso2
 
Acs0802 Acute Cardiac Dysrhythmia
Acs0802 Acute Cardiac DysrhythmiaAcs0802 Acute Cardiac Dysrhythmia
Acs0802 Acute Cardiac Dysrhythmia
 
El arte en la prehistoria
El arte en la prehistoriaEl arte en la prehistoria
El arte en la prehistoria
 
Sahara Glass Stained Glass Sheets Color and Style
Sahara Glass Stained Glass Sheets Color and StyleSahara Glass Stained Glass Sheets Color and Style
Sahara Glass Stained Glass Sheets Color and Style
 
Ребенок в мире людей
Ребенок в мире людейРебенок в мире людей
Ребенок в мире людей
 
Sahara Glass Handles Catalogue
Sahara Glass Handles Catalogue Sahara Glass Handles Catalogue
Sahara Glass Handles Catalogue
 
Tema 12. Los transportes en España
Tema 12. Los transportes en EspañaTema 12. Los transportes en España
Tema 12. Los transportes en España
 
Neolítico
NeolíticoNeolítico
Neolítico
 
Mesoporous material
Mesoporous materialMesoporous material
Mesoporous material
 
Geografía e historia de Roma
Geografía e historia de RomaGeografía e historia de Roma
Geografía e historia de Roma
 
La Prehistoria y la Evolución Humana
La Prehistoria y la Evolución HumanaLa Prehistoria y la Evolución Humana
La Prehistoria y la Evolución Humana
 
Techniques for Determining Particle Size Distribution (PSD) of Particulate Ma...
Techniques for Determining Particle Size Distribution (PSD) of Particulate Ma...Techniques for Determining Particle Size Distribution (PSD) of Particulate Ma...
Techniques for Determining Particle Size Distribution (PSD) of Particulate Ma...
 
Revista Look
Revista LookRevista Look
Revista Look
 

Semelhante a Decision Support Systems & Health Care

MBQIP 2011 Missouri
MBQIP 2011 Missouri MBQIP 2011 Missouri
MBQIP 2011 Missouri learfield
 
Data Science Meets Healthcare: The Advent of Personalized Medicine - Jacomo C...
Data Science Meets Healthcare: The Advent of Personalized Medicine - Jacomo C...Data Science Meets Healthcare: The Advent of Personalized Medicine - Jacomo C...
Data Science Meets Healthcare: The Advent of Personalized Medicine - Jacomo C...CityAge
 
Reducing variation in hospital admissions from the emergency department for l...
Reducing variation in hospital admissions from the emergency department for l...Reducing variation in hospital admissions from the emergency department for l...
Reducing variation in hospital admissions from the emergency department for l...John Frias Morales, DrBA, MS
 
How real data will transform predictive models
How real data will transform predictive modelsHow real data will transform predictive models
How real data will transform predictive modelsCharles DeShazer, M.D.
 
Does Regional Anesthesia have a place in Modern Perioperative Care?
Does Regional Anesthesia have a place in Modern Perioperative Care?Does Regional Anesthesia have a place in Modern Perioperative Care?
Does Regional Anesthesia have a place in Modern Perioperative Care?Colin McCartney
 
Reducing Stroke Readmissions in Acute Care Setting.docx
Reducing Stroke Readmissions in Acute Care Setting.docxReducing Stroke Readmissions in Acute Care Setting.docx
Reducing Stroke Readmissions in Acute Care Setting.docxdanas19
 
Transformation In Chronic Disease Management Through Technology: Improving Pr...
Transformation In Chronic Disease Management Through Technology: Improving Pr...Transformation In Chronic Disease Management Through Technology: Improving Pr...
Transformation In Chronic Disease Management Through Technology: Improving Pr...Mohammad Al-Ubaydli
 
Re-admit Historical using SAS Visual Analytics
Re-admit Historical using SAS Visual AnalyticsRe-admit Historical using SAS Visual Analytics
Re-admit Historical using SAS Visual AnalyticsMonika Mishra
 
Summer final defense presentation_FINAL_3-30-16
Summer final defense presentation_FINAL_3-30-16Summer final defense presentation_FINAL_3-30-16
Summer final defense presentation_FINAL_3-30-16Georgianne Summer
 
Asra defining value may 2015
Asra defining value may 2015Asra defining value may 2015
Asra defining value may 2015Colin McCartney
 
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
 
Team Sol2 01 Health Care Informatics Power Point
Team Sol2 01 Health Care Informatics Power PointTeam Sol2 01 Health Care Informatics Power Point
Team Sol2 01 Health Care Informatics Power PointMessner Angie
 
N715PE Final Project
N715PE Final ProjectN715PE Final Project
N715PE Final Projectjopps villa
 
The art of the possible ideas
The art of the possible ideasThe art of the possible ideas
The art of the possible ideashowardcooper
 

Semelhante a Decision Support Systems & Health Care (20)

MBQIP 2011 Missouri
MBQIP 2011 Missouri MBQIP 2011 Missouri
MBQIP 2011 Missouri
 
Casey, "Measuring Science Impact Among Citations (case studies)"
Casey, "Measuring Science Impact Among Citations (case studies)"Casey, "Measuring Science Impact Among Citations (case studies)"
Casey, "Measuring Science Impact Among Citations (case studies)"
 
Data Science Meets Healthcare: The Advent of Personalized Medicine - Jacomo C...
Data Science Meets Healthcare: The Advent of Personalized Medicine - Jacomo C...Data Science Meets Healthcare: The Advent of Personalized Medicine - Jacomo C...
Data Science Meets Healthcare: The Advent of Personalized Medicine - Jacomo C...
 
Reducing variation in hospital admissions from the emergency department for l...
Reducing variation in hospital admissions from the emergency department for l...Reducing variation in hospital admissions from the emergency department for l...
Reducing variation in hospital admissions from the emergency department for l...
 
Analytics leads to improved quality and performance
Analytics leads to improved quality and performanceAnalytics leads to improved quality and performance
Analytics leads to improved quality and performance
 
How real data will transform predictive models
How real data will transform predictive modelsHow real data will transform predictive models
How real data will transform predictive models
 
Does Regional Anesthesia have a place in Modern Perioperative Care?
Does Regional Anesthesia have a place in Modern Perioperative Care?Does Regional Anesthesia have a place in Modern Perioperative Care?
Does Regional Anesthesia have a place in Modern Perioperative Care?
 
Reducing Stroke Readmissions in Acute Care Setting.docx
Reducing Stroke Readmissions in Acute Care Setting.docxReducing Stroke Readmissions in Acute Care Setting.docx
Reducing Stroke Readmissions in Acute Care Setting.docx
 
Transformation In Chronic Disease Management Through Technology: Improving Pr...
Transformation In Chronic Disease Management Through Technology: Improving Pr...Transformation In Chronic Disease Management Through Technology: Improving Pr...
Transformation In Chronic Disease Management Through Technology: Improving Pr...
 
Re-admit Historical using SAS Visual Analytics
Re-admit Historical using SAS Visual AnalyticsRe-admit Historical using SAS Visual Analytics
Re-admit Historical using SAS Visual Analytics
 
Prognostics with optimization
Prognostics with optimizationPrognostics with optimization
Prognostics with optimization
 
Summer final defense presentation_FINAL_3-30-16
Summer final defense presentation_FINAL_3-30-16Summer final defense presentation_FINAL_3-30-16
Summer final defense presentation_FINAL_3-30-16
 
Lilford. Barach.Research_Methods_Reporting (2)
Lilford. Barach.Research_Methods_Reporting (2)Lilford. Barach.Research_Methods_Reporting (2)
Lilford. Barach.Research_Methods_Reporting (2)
 
Asra defining value may 2015
Asra defining value may 2015Asra defining value may 2015
Asra defining value may 2015
 
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
 
IntroPACS
IntroPACSIntroPACS
IntroPACS
 
Team Sol2 01 Health Care Informatics Power Point
Team Sol2 01 Health Care Informatics Power PointTeam Sol2 01 Health Care Informatics Power Point
Team Sol2 01 Health Care Informatics Power Point
 
N715PE Final Project
N715PE Final ProjectN715PE Final Project
N715PE Final Project
 
8381.ppt
8381.ppt8381.ppt
8381.ppt
 
The art of the possible ideas
The art of the possible ideasThe art of the possible ideas
The art of the possible ideas
 

Último

Arti Languages Pre Seed Teaser Deck 2024.pdf
Arti Languages Pre Seed Teaser Deck 2024.pdfArti Languages Pre Seed Teaser Deck 2024.pdf
Arti Languages Pre Seed Teaser Deck 2024.pdfwill854175
 
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan CytotecJual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan CytotecZurliaSoop
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...daisycvs
 
QSM Chap 10 Service Culture in Tourism and Hospitality Industry.pptx
QSM Chap 10 Service Culture in Tourism and Hospitality Industry.pptxQSM Chap 10 Service Culture in Tourism and Hospitality Industry.pptx
QSM Chap 10 Service Culture in Tourism and Hospitality Industry.pptxDitasDelaCruz
 
Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1kcpayne
 
Putting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptxPutting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptxCynthia Clay
 
Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024Marel
 
Pre Engineered Building Manufacturers Hyderabad.pptx
Pre Engineered Building Manufacturers Hyderabad.pptxPre Engineered Building Manufacturers Hyderabad.pptx
Pre Engineered Building Manufacturers Hyderabad.pptxRoofing Contractor
 
JAJPUR CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN JAJPUR ESCORTS
JAJPUR CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN JAJPUR ESCORTSJAJPUR CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN JAJPUR ESCORTS
JAJPUR CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN JAJPUR ESCORTSkajalroy875762
 
KOTA 💋 Call Girl 9827461493 Call Girls in Escort service book now
KOTA 💋 Call Girl 9827461493 Call Girls in Escort service book nowKOTA 💋 Call Girl 9827461493 Call Girls in Escort service book now
KOTA 💋 Call Girl 9827461493 Call Girls in Escort service book nowkapoorjyoti4444
 
PARK STREET 💋 Call Girl 9827461493 Call Girls in Escort service book now
PARK STREET 💋 Call Girl 9827461493 Call Girls in Escort service book nowPARK STREET 💋 Call Girl 9827461493 Call Girls in Escort service book now
PARK STREET 💋 Call Girl 9827461493 Call Girls in Escort service book nowkapoorjyoti4444
 
Cuttack Call Girl Just Call 8084732287 Top Class Call Girl Service Available
Cuttack Call Girl Just Call 8084732287 Top Class Call Girl Service AvailableCuttack Call Girl Just Call 8084732287 Top Class Call Girl Service Available
Cuttack Call Girl Just Call 8084732287 Top Class Call Girl Service Availablepr788182
 
Nanded Call Girl Just Call 8084732287 Top Class Call Girl Service Available
Nanded Call Girl Just Call 8084732287 Top Class Call Girl Service AvailableNanded Call Girl Just Call 8084732287 Top Class Call Girl Service Available
Nanded Call Girl Just Call 8084732287 Top Class Call Girl Service Availablepr788182
 
obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...
obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...
obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...yulianti213969
 
Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...
Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...
Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...Falcon Invoice Discounting
 
GUWAHATI 💋 Call Girl 9827461493 Call Girls in Escort service book now
GUWAHATI 💋 Call Girl 9827461493 Call Girls in Escort service book nowGUWAHATI 💋 Call Girl 9827461493 Call Girls in Escort service book now
GUWAHATI 💋 Call Girl 9827461493 Call Girls in Escort service book nowkapoorjyoti4444
 
Lucknow Housewife Escorts by Sexy Bhabhi Service 8250092165
Lucknow Housewife Escorts by Sexy Bhabhi Service 8250092165Lucknow Housewife Escorts by Sexy Bhabhi Service 8250092165
Lucknow Housewife Escorts by Sexy Bhabhi Service 8250092165meghakumariji156
 
Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...
Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...
Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...ssuserf63bd7
 

Último (20)

Arti Languages Pre Seed Teaser Deck 2024.pdf
Arti Languages Pre Seed Teaser Deck 2024.pdfArti Languages Pre Seed Teaser Deck 2024.pdf
Arti Languages Pre Seed Teaser Deck 2024.pdf
 
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan CytotecJual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
 
QSM Chap 10 Service Culture in Tourism and Hospitality Industry.pptx
QSM Chap 10 Service Culture in Tourism and Hospitality Industry.pptxQSM Chap 10 Service Culture in Tourism and Hospitality Industry.pptx
QSM Chap 10 Service Culture in Tourism and Hospitality Industry.pptx
 
Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1
 
Putting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptxPutting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptx
 
Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024
 
Pre Engineered Building Manufacturers Hyderabad.pptx
Pre Engineered Building Manufacturers Hyderabad.pptxPre Engineered Building Manufacturers Hyderabad.pptx
Pre Engineered Building Manufacturers Hyderabad.pptx
 
JAJPUR CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN JAJPUR ESCORTS
JAJPUR CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN JAJPUR ESCORTSJAJPUR CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN JAJPUR ESCORTS
JAJPUR CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN JAJPUR ESCORTS
 
KOTA 💋 Call Girl 9827461493 Call Girls in Escort service book now
KOTA 💋 Call Girl 9827461493 Call Girls in Escort service book nowKOTA 💋 Call Girl 9827461493 Call Girls in Escort service book now
KOTA 💋 Call Girl 9827461493 Call Girls in Escort service book now
 
PARK STREET 💋 Call Girl 9827461493 Call Girls in Escort service book now
PARK STREET 💋 Call Girl 9827461493 Call Girls in Escort service book nowPARK STREET 💋 Call Girl 9827461493 Call Girls in Escort service book now
PARK STREET 💋 Call Girl 9827461493 Call Girls in Escort service book now
 
Buy gmail accounts.pdf buy Old Gmail Accounts
Buy gmail accounts.pdf buy Old Gmail AccountsBuy gmail accounts.pdf buy Old Gmail Accounts
Buy gmail accounts.pdf buy Old Gmail Accounts
 
Cuttack Call Girl Just Call 8084732287 Top Class Call Girl Service Available
Cuttack Call Girl Just Call 8084732287 Top Class Call Girl Service AvailableCuttack Call Girl Just Call 8084732287 Top Class Call Girl Service Available
Cuttack Call Girl Just Call 8084732287 Top Class Call Girl Service Available
 
Nanded Call Girl Just Call 8084732287 Top Class Call Girl Service Available
Nanded Call Girl Just Call 8084732287 Top Class Call Girl Service AvailableNanded Call Girl Just Call 8084732287 Top Class Call Girl Service Available
Nanded Call Girl Just Call 8084732287 Top Class Call Girl Service Available
 
obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...
obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...
obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...
 
Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...
Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...
Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...
 
GUWAHATI 💋 Call Girl 9827461493 Call Girls in Escort service book now
GUWAHATI 💋 Call Girl 9827461493 Call Girls in Escort service book nowGUWAHATI 💋 Call Girl 9827461493 Call Girls in Escort service book now
GUWAHATI 💋 Call Girl 9827461493 Call Girls in Escort service book now
 
Lucknow Housewife Escorts by Sexy Bhabhi Service 8250092165
Lucknow Housewife Escorts by Sexy Bhabhi Service 8250092165Lucknow Housewife Escorts by Sexy Bhabhi Service 8250092165
Lucknow Housewife Escorts by Sexy Bhabhi Service 8250092165
 
HomeRoots Pitch Deck | Investor Insights | April 2024
HomeRoots Pitch Deck | Investor Insights | April 2024HomeRoots Pitch Deck | Investor Insights | April 2024
HomeRoots Pitch Deck | Investor Insights | April 2024
 
Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...
Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...
Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...
 

Decision Support Systems & Health Care

Notas do Editor

  1. 01/18/12 21:04