SlideShare uma empresa Scribd logo
1 de 7
Baixar para ler offline
Clinical Decision Support in oncology – lessons
learned and still to be learned
Andreas Wicki and Bram Stieltjes
Data avalanche
ESG Research Report 2011-North American Healthcare Market Size and Forecast
0
2000
4000
6000
8000
10000
12000
14000
16000
2010 2011 2012 2013 2014 2015
Total Data Healthcare Providers (PB)
Admin
Imaging
EMR
Email
File
Non Clin Img
Research
2
• Personalized Health?
or
• Eminence-based medicine?
hopefully at least
• Rationalized medicine
Current state?
3
Can it still go wrong in the 21st century?
Brain lesion:
Epilepsy
Primary lung cancer:
Short of breath
4
The tumor board today
5
Comprehensive quantitative
report
digital
diagnostic
pipeline
quantitative
values
normative
values
Digital Diagnostic Department
6
Challenges
• On the hospital side
 Departmental structure (silos)
 Heritage IT
 Current reimbursement system
• On the industry side
 Also siloed 
 Development vs. marketing
 Customer vs. Co-development
Safe environment for all participants:
Enabeling Fail-culture7

Mais conteúdo relacionado

Mais de DayOne

Expert Event Legal challenges and opportunities for digital health innovation
Expert Event Legal challenges and opportunities for digital health innovationExpert Event Legal challenges and opportunities for digital health innovation
Expert Event Legal challenges and opportunities for digital health innovationDayOne
 
Future of aging day one 20200630 zaynakhayat
Future of aging day one 20200630 zaynakhayatFuture of aging day one 20200630 zaynakhayat
Future of aging day one 20200630 zaynakhayatDayOne
 
Value-based Healthcare - Towards a systems approach in chronic diseasesn
Value-based Healthcare - Towards a systems approach in chronic diseasesnValue-based Healthcare - Towards a systems approach in chronic diseasesn
Value-based Healthcare - Towards a systems approach in chronic diseasesnDayOne
 
Value-based Healthcare by Lyfegen on Pioneering value & data-driven healthcare
Value-based Healthcare by Lyfegen on Pioneering value & data-driven healthcareValue-based Healthcare by Lyfegen on Pioneering value & data-driven healthcare
Value-based Healthcare by Lyfegen on Pioneering value & data-driven healthcareDayOne
 
Value-based Healthcare today and tomorrow by Deloitte.
Value-based Healthcare today and tomorrow by Deloitte.Value-based Healthcare today and tomorrow by Deloitte.
Value-based Healthcare today and tomorrow by Deloitte.DayOne
 
DayOne Experts - Value Based Healthcare
DayOne Experts - Value Based HealthcareDayOne Experts - Value Based Healthcare
DayOne Experts - Value Based HealthcareDayOne
 
Aging Well project - Workshop 1 mobility
Aging Well project - Workshop 1 mobilityAging Well project - Workshop 1 mobility
Aging Well project - Workshop 1 mobilityDayOne
 
Expert Event DayOneBasel on Mental Health
Expert Event DayOneBasel on Mental HealthExpert Event DayOneBasel on Mental Health
Expert Event DayOneBasel on Mental HealthDayOne
 
20191203 DOE Data Driven Healthcare- Expert Event
20191203 DOE Data Driven Healthcare- Expert Event20191203 DOE Data Driven Healthcare- Expert Event
20191203 DOE Data Driven Healthcare- Expert EventDayOne
 
Healthcare delivery in the periphery workshop output
Healthcare delivery in the periphery workshop outputHealthcare delivery in the periphery workshop output
Healthcare delivery in the periphery workshop outputDayOne
 
2019.10.30 DayOne Expert Event patient centricity
2019.10.30 DayOne Expert Event patient centricity2019.10.30 DayOne Expert Event patient centricity
2019.10.30 DayOne Expert Event patient centricityDayOne
 
DayOne Accelerator 2019/20 shortlisted projects
DayOne Accelerator 2019/20 shortlisted projectsDayOne Accelerator 2019/20 shortlisted projects
DayOne Accelerator 2019/20 shortlisted projectsDayOne
 
East-West Ethics - The China Perspective
East-West Ethics - The China PerspectiveEast-West Ethics - The China Perspective
East-West Ethics - The China PerspectiveDayOne
 
Durrenmatt's Computer Scientists: Caught between moral and technological deve...
Durrenmatt's Computer Scientists: Caught between moral and technological deve...Durrenmatt's Computer Scientists: Caught between moral and technological deve...
Durrenmatt's Computer Scientists: Caught between moral and technological deve...DayOne
 
Precision Ethics
Precision EthicsPrecision Ethics
Precision EthicsDayOne
 
Insights-MD
Insights-MDInsights-MD
Insights-MDDayOne
 
How start-up funding in digital health can work
How start-up funding in digital health can workHow start-up funding in digital health can work
How start-up funding in digital health can workDayOne
 
Asia Pac Healthtech landscape
Asia Pac Healthtech landscapeAsia Pac Healthtech landscape
Asia Pac Healthtech landscapeDayOne
 
Introduction DayOne conference 2019
Introduction DayOne conference 2019 Introduction DayOne conference 2019
Introduction DayOne conference 2019 DayOne
 
Keynote - Shaping the future of Health
Keynote - Shaping the future of HealthKeynote - Shaping the future of Health
Keynote - Shaping the future of HealthDayOne
 

Mais de DayOne (20)

Expert Event Legal challenges and opportunities for digital health innovation
Expert Event Legal challenges and opportunities for digital health innovationExpert Event Legal challenges and opportunities for digital health innovation
Expert Event Legal challenges and opportunities for digital health innovation
 
Future of aging day one 20200630 zaynakhayat
Future of aging day one 20200630 zaynakhayatFuture of aging day one 20200630 zaynakhayat
Future of aging day one 20200630 zaynakhayat
 
Value-based Healthcare - Towards a systems approach in chronic diseasesn
Value-based Healthcare - Towards a systems approach in chronic diseasesnValue-based Healthcare - Towards a systems approach in chronic diseasesn
Value-based Healthcare - Towards a systems approach in chronic diseasesn
 
Value-based Healthcare by Lyfegen on Pioneering value & data-driven healthcare
Value-based Healthcare by Lyfegen on Pioneering value & data-driven healthcareValue-based Healthcare by Lyfegen on Pioneering value & data-driven healthcare
Value-based Healthcare by Lyfegen on Pioneering value & data-driven healthcare
 
Value-based Healthcare today and tomorrow by Deloitte.
Value-based Healthcare today and tomorrow by Deloitte.Value-based Healthcare today and tomorrow by Deloitte.
Value-based Healthcare today and tomorrow by Deloitte.
 
DayOne Experts - Value Based Healthcare
DayOne Experts - Value Based HealthcareDayOne Experts - Value Based Healthcare
DayOne Experts - Value Based Healthcare
 
Aging Well project - Workshop 1 mobility
Aging Well project - Workshop 1 mobilityAging Well project - Workshop 1 mobility
Aging Well project - Workshop 1 mobility
 
Expert Event DayOneBasel on Mental Health
Expert Event DayOneBasel on Mental HealthExpert Event DayOneBasel on Mental Health
Expert Event DayOneBasel on Mental Health
 
20191203 DOE Data Driven Healthcare- Expert Event
20191203 DOE Data Driven Healthcare- Expert Event20191203 DOE Data Driven Healthcare- Expert Event
20191203 DOE Data Driven Healthcare- Expert Event
 
Healthcare delivery in the periphery workshop output
Healthcare delivery in the periphery workshop outputHealthcare delivery in the periphery workshop output
Healthcare delivery in the periphery workshop output
 
2019.10.30 DayOne Expert Event patient centricity
2019.10.30 DayOne Expert Event patient centricity2019.10.30 DayOne Expert Event patient centricity
2019.10.30 DayOne Expert Event patient centricity
 
DayOne Accelerator 2019/20 shortlisted projects
DayOne Accelerator 2019/20 shortlisted projectsDayOne Accelerator 2019/20 shortlisted projects
DayOne Accelerator 2019/20 shortlisted projects
 
East-West Ethics - The China Perspective
East-West Ethics - The China PerspectiveEast-West Ethics - The China Perspective
East-West Ethics - The China Perspective
 
Durrenmatt's Computer Scientists: Caught between moral and technological deve...
Durrenmatt's Computer Scientists: Caught between moral and technological deve...Durrenmatt's Computer Scientists: Caught between moral and technological deve...
Durrenmatt's Computer Scientists: Caught between moral and technological deve...
 
Precision Ethics
Precision EthicsPrecision Ethics
Precision Ethics
 
Insights-MD
Insights-MDInsights-MD
Insights-MD
 
How start-up funding in digital health can work
How start-up funding in digital health can workHow start-up funding in digital health can work
How start-up funding in digital health can work
 
Asia Pac Healthtech landscape
Asia Pac Healthtech landscapeAsia Pac Healthtech landscape
Asia Pac Healthtech landscape
 
Introduction DayOne conference 2019
Introduction DayOne conference 2019 Introduction DayOne conference 2019
Introduction DayOne conference 2019
 
Keynote - Shaping the future of Health
Keynote - Shaping the future of HealthKeynote - Shaping the future of Health
Keynote - Shaping the future of Health
 

Último

systemic bacteriology (7)............pptx
systemic bacteriology (7)............pptxsystemic bacteriology (7)............pptx
systemic bacteriology (7)............pptxEyobAlemu11
 
Tans femoral Amputee : Prosthetics Knee Joints.pptx
Tans femoral Amputee : Prosthetics Knee Joints.pptxTans femoral Amputee : Prosthetics Knee Joints.pptx
Tans femoral Amputee : Prosthetics Knee Joints.pptxKezaiah S
 
Hematology and Immunology - Leukocytes Functions
Hematology and Immunology - Leukocytes FunctionsHematology and Immunology - Leukocytes Functions
Hematology and Immunology - Leukocytes FunctionsMedicoseAcademics
 
Statistical modeling in pharmaceutical research and development.
Statistical modeling in pharmaceutical research and development.Statistical modeling in pharmaceutical research and development.
Statistical modeling in pharmaceutical research and development.ANJALI
 
Presentation for Bella Mahl 2024-03-28-24-MW-Overview-Bella.pptx
Presentation for Bella Mahl 2024-03-28-24-MW-Overview-Bella.pptxPresentation for Bella Mahl 2024-03-28-24-MW-Overview-Bella.pptx
Presentation for Bella Mahl 2024-03-28-24-MW-Overview-Bella.pptxpdamico1
 
PERFECT BUT PAINFUL TKR -ROLE OF SYNOVECTOMY.pptx
PERFECT BUT PAINFUL TKR -ROLE OF SYNOVECTOMY.pptxPERFECT BUT PAINFUL TKR -ROLE OF SYNOVECTOMY.pptx
PERFECT BUT PAINFUL TKR -ROLE OF SYNOVECTOMY.pptxdrashraf369
 
Presentation on General Anesthetics pdf.
Presentation on General Anesthetics pdf.Presentation on General Anesthetics pdf.
Presentation on General Anesthetics pdf.Prerana Jadhav
 
L1.INTRODUCTION to ENDOCRINOLOGY MEDICINE.pptx
L1.INTRODUCTION to ENDOCRINOLOGY MEDICINE.pptxL1.INTRODUCTION to ENDOCRINOLOGY MEDICINE.pptx
L1.INTRODUCTION to ENDOCRINOLOGY MEDICINE.pptxDr Bilal Natiq
 
PNEUMOTHORAX AND ITS MANAGEMENTS.pdf
PNEUMOTHORAX   AND  ITS  MANAGEMENTS.pdfPNEUMOTHORAX   AND  ITS  MANAGEMENTS.pdf
PNEUMOTHORAX AND ITS MANAGEMENTS.pdfDolisha Warbi
 
LESSON PLAN ON fever.pdf child health nursing
LESSON PLAN ON fever.pdf child health nursingLESSON PLAN ON fever.pdf child health nursing
LESSON PLAN ON fever.pdf child health nursingSakthi Kathiravan
 
LUNG TUMORS AND ITS CLASSIFICATIONS.pdf
LUNG TUMORS AND ITS  CLASSIFICATIONS.pdfLUNG TUMORS AND ITS  CLASSIFICATIONS.pdf
LUNG TUMORS AND ITS CLASSIFICATIONS.pdfDolisha Warbi
 
Apiculture Chapter 1. Introduction 2.ppt
Apiculture Chapter 1. Introduction 2.pptApiculture Chapter 1. Introduction 2.ppt
Apiculture Chapter 1. Introduction 2.pptkedirjemalharun
 
ANTI-DIABETICS DRUGS - PTEROCARPUS AND GYMNEMA
ANTI-DIABETICS DRUGS - PTEROCARPUS AND GYMNEMAANTI-DIABETICS DRUGS - PTEROCARPUS AND GYMNEMA
ANTI-DIABETICS DRUGS - PTEROCARPUS AND GYMNEMADivya Kanojiya
 
Big Data Analysis Suggests COVID Vaccination Increases Excess Mortality Of ...
Big Data Analysis Suggests COVID  Vaccination Increases Excess Mortality Of  ...Big Data Analysis Suggests COVID  Vaccination Increases Excess Mortality Of  ...
Big Data Analysis Suggests COVID Vaccination Increases Excess Mortality Of ...sdateam0
 
Plant Fibres used as Surgical Dressings PDF.pdf
Plant Fibres used as Surgical Dressings PDF.pdfPlant Fibres used as Surgical Dressings PDF.pdf
Plant Fibres used as Surgical Dressings PDF.pdfDivya Kanojiya
 
Culture and Health Disorders Social change.pptx
Culture and Health Disorders Social change.pptxCulture and Health Disorders Social change.pptx
Culture and Health Disorders Social change.pptxDr. Dheeraj Kumar
 
Monoclonal antibody production by hybridoma technology
Monoclonal antibody production by hybridoma technologyMonoclonal antibody production by hybridoma technology
Monoclonal antibody production by hybridoma technologyHasnat Tariq
 
Valproic Acid. (VPA). Antiseizure medication
Valproic Acid.  (VPA). Antiseizure medicationValproic Acid.  (VPA). Antiseizure medication
Valproic Acid. (VPA). Antiseizure medicationMohamadAlhes
 
CEHPALOSPORINS.pptx By Harshvardhan Dev Bhoomi Uttarakhand University
CEHPALOSPORINS.pptx By Harshvardhan Dev Bhoomi Uttarakhand UniversityCEHPALOSPORINS.pptx By Harshvardhan Dev Bhoomi Uttarakhand University
CEHPALOSPORINS.pptx By Harshvardhan Dev Bhoomi Uttarakhand UniversityHarshChauhan475104
 
Measurement of Radiation and Dosimetric Procedure.pptx
Measurement of Radiation and Dosimetric Procedure.pptxMeasurement of Radiation and Dosimetric Procedure.pptx
Measurement of Radiation and Dosimetric Procedure.pptxDr. Dheeraj Kumar
 

Último (20)

systemic bacteriology (7)............pptx
systemic bacteriology (7)............pptxsystemic bacteriology (7)............pptx
systemic bacteriology (7)............pptx
 
Tans femoral Amputee : Prosthetics Knee Joints.pptx
Tans femoral Amputee : Prosthetics Knee Joints.pptxTans femoral Amputee : Prosthetics Knee Joints.pptx
Tans femoral Amputee : Prosthetics Knee Joints.pptx
 
Hematology and Immunology - Leukocytes Functions
Hematology and Immunology - Leukocytes FunctionsHematology and Immunology - Leukocytes Functions
Hematology and Immunology - Leukocytes Functions
 
Statistical modeling in pharmaceutical research and development.
Statistical modeling in pharmaceutical research and development.Statistical modeling in pharmaceutical research and development.
Statistical modeling in pharmaceutical research and development.
 
Presentation for Bella Mahl 2024-03-28-24-MW-Overview-Bella.pptx
Presentation for Bella Mahl 2024-03-28-24-MW-Overview-Bella.pptxPresentation for Bella Mahl 2024-03-28-24-MW-Overview-Bella.pptx
Presentation for Bella Mahl 2024-03-28-24-MW-Overview-Bella.pptx
 
PERFECT BUT PAINFUL TKR -ROLE OF SYNOVECTOMY.pptx
PERFECT BUT PAINFUL TKR -ROLE OF SYNOVECTOMY.pptxPERFECT BUT PAINFUL TKR -ROLE OF SYNOVECTOMY.pptx
PERFECT BUT PAINFUL TKR -ROLE OF SYNOVECTOMY.pptx
 
Presentation on General Anesthetics pdf.
Presentation on General Anesthetics pdf.Presentation on General Anesthetics pdf.
Presentation on General Anesthetics pdf.
 
L1.INTRODUCTION to ENDOCRINOLOGY MEDICINE.pptx
L1.INTRODUCTION to ENDOCRINOLOGY MEDICINE.pptxL1.INTRODUCTION to ENDOCRINOLOGY MEDICINE.pptx
L1.INTRODUCTION to ENDOCRINOLOGY MEDICINE.pptx
 
PNEUMOTHORAX AND ITS MANAGEMENTS.pdf
PNEUMOTHORAX   AND  ITS  MANAGEMENTS.pdfPNEUMOTHORAX   AND  ITS  MANAGEMENTS.pdf
PNEUMOTHORAX AND ITS MANAGEMENTS.pdf
 
LESSON PLAN ON fever.pdf child health nursing
LESSON PLAN ON fever.pdf child health nursingLESSON PLAN ON fever.pdf child health nursing
LESSON PLAN ON fever.pdf child health nursing
 
LUNG TUMORS AND ITS CLASSIFICATIONS.pdf
LUNG TUMORS AND ITS  CLASSIFICATIONS.pdfLUNG TUMORS AND ITS  CLASSIFICATIONS.pdf
LUNG TUMORS AND ITS CLASSIFICATIONS.pdf
 
Apiculture Chapter 1. Introduction 2.ppt
Apiculture Chapter 1. Introduction 2.pptApiculture Chapter 1. Introduction 2.ppt
Apiculture Chapter 1. Introduction 2.ppt
 
ANTI-DIABETICS DRUGS - PTEROCARPUS AND GYMNEMA
ANTI-DIABETICS DRUGS - PTEROCARPUS AND GYMNEMAANTI-DIABETICS DRUGS - PTEROCARPUS AND GYMNEMA
ANTI-DIABETICS DRUGS - PTEROCARPUS AND GYMNEMA
 
Big Data Analysis Suggests COVID Vaccination Increases Excess Mortality Of ...
Big Data Analysis Suggests COVID  Vaccination Increases Excess Mortality Of  ...Big Data Analysis Suggests COVID  Vaccination Increases Excess Mortality Of  ...
Big Data Analysis Suggests COVID Vaccination Increases Excess Mortality Of ...
 
Plant Fibres used as Surgical Dressings PDF.pdf
Plant Fibres used as Surgical Dressings PDF.pdfPlant Fibres used as Surgical Dressings PDF.pdf
Plant Fibres used as Surgical Dressings PDF.pdf
 
Culture and Health Disorders Social change.pptx
Culture and Health Disorders Social change.pptxCulture and Health Disorders Social change.pptx
Culture and Health Disorders Social change.pptx
 
Monoclonal antibody production by hybridoma technology
Monoclonal antibody production by hybridoma technologyMonoclonal antibody production by hybridoma technology
Monoclonal antibody production by hybridoma technology
 
Valproic Acid. (VPA). Antiseizure medication
Valproic Acid.  (VPA). Antiseizure medicationValproic Acid.  (VPA). Antiseizure medication
Valproic Acid. (VPA). Antiseizure medication
 
CEHPALOSPORINS.pptx By Harshvardhan Dev Bhoomi Uttarakhand University
CEHPALOSPORINS.pptx By Harshvardhan Dev Bhoomi Uttarakhand UniversityCEHPALOSPORINS.pptx By Harshvardhan Dev Bhoomi Uttarakhand University
CEHPALOSPORINS.pptx By Harshvardhan Dev Bhoomi Uttarakhand University
 
Measurement of Radiation and Dosimetric Procedure.pptx
Measurement of Radiation and Dosimetric Procedure.pptxMeasurement of Radiation and Dosimetric Procedure.pptx
Measurement of Radiation and Dosimetric Procedure.pptx
 

Clinical Decision Support in Oncology - Lessons learned and still to be learned

Notas do Editor

  1. Not only more, but also more compleyx and more sources
  2. Example where it went wrong
  3. 5 o clock, tired 10 minutes/case, still a lot on paper, twice a week (why not every day) this is how we integrate data today
  4. Other way of dealing with data from the start, Need cooperation with industry