SlideShare una empresa de Scribd logo
1 de 36
Descargar para leer sin conexión
Ethical concerns caused by
integrative patient empowerment
solutions for personalized medicine
Ethical concerns caused by
integrative patient empowerment
solutions for personalized medicine
Wolfgang Kuchinke
Annual International Conference of the IEEE Engineering in
Medicine and Biology Society, 3-7 July 2013 in Osaka, Japan
W. Kuchinke 2013
2
Summary
• The highly integrative nature of Patient Empowerment
Service raises ethical concerns
• Employing special features in user interfaces of the
Service
– it is possible to ensure patient autonomy even
under adverse conditions
– like access to unfavoable information, negative
diagnoses, incomprehensible risk/benefit display,
and other factors that impede the decision
potential of the patient
W. Kuchinke 2013
3
Personalized medicine
• Personalized medicine promises targeted treatments with
high therapeutic effectiveness
• It requires an unmatched degree of participation of the
patient
• To enable this high degree of patient empowerment, the
project p-medicine developed a Patient Empowerment Tool
that is part of a clinical research infrastructure
• Patient autonomy is enhanced by giving patients access to
their data and by providing means for informed choices and
consent.
W. Kuchinke 2013
4
p-medicine project
• FP7 project p-medicine: From data sharing and
integration via VPH models to personalized medicine
– IT infrastructure to accelerate personalized
medicine and personal clinical research
• Patient Empowerment Tool is an integrative part of the
infrastructure
• It helps patients to understand their medical
documentation and to empower them to make
informed decisions
Patient Empowerment Service
W. Kuchinke 2013
6
Patient Empowerment Service
• p-medicine will develop an Patient Empowerment Tool
called Interactive Empowerment Service (IemS)
• Aim
– Help patients to understand their medical documentation
– Empower them to make informed choices and decisions
– Support personalized clinical trials
– Enables patients to understand the whole data set that the
hospital has collected about them
W. Kuchinke 2013
7
Patient Empowerment
• Patient Empowerment implies that patients are able to
understand medical statements and the data requested,
as well as legal and ethical considerations
• For this purpose, the Empowerment Service has to
– help patients understand their data and documents
– monitor and implement donors’ decisions on research
to be performed on their data and samples
W. Kuchinke 2013
8
Patient interactivity
• One of the key features of the empowerment service
will be patient interactivity
• The patient will have the possibility
– to view data organized according to her / his
perception of the domain,
– to retrieve patient-understandable information
– to state decisions
• Such patient empowerment will put patients in control
over the use of their data
Approach and Method
• Ethical analysis of the Patient Empowerment
Tool by legal and ethical experts in the p-
medicine group and literature search
• Identification of relevant ethical aspects
organized in ethical requirement clusters
• User interface model addressing these
concerns
The four Traditional Pillars of Medical Ethics
• Beneficience / Non-malefience
• Privacy / Confidentiality
• Autonomy
• Justice
W. Kuchinke 2013
11
Ethical analysis
• Ethical analysis of the Patient Empowerment Tool by
legal and ethical experts in the p-medicine group
• Identification of relevant ethical aspects based on the
4 Pillars of Medical Ethics in relation to the use of the
p-medicine infrastructure
• Ethical aspects were organized in ethical requirement
clusters
• The ethical requirements were further analysed for
consequences for the structure of the user interface of
the Patient Empowerment Service
Ethical requirements
Literature search
Interviews
Analysis of p-medicne infrastrcuture
Requirements analysis process
Search for applicable
ethical concepts 4 Ethical pillars
Recommendations
for user interfaces
relevant aspects /
requirements
Relations of requirements
to p-medicine tools
Ethical use cases
The four Traditional Pillars of Medical Ethics
• The described main ethical principles (the 4
pillars of medical ethics) were put into relation to
ethical concepts and topics relevant for the
conduct of clinical trials and the working of the p-
medicine infrastructure
• They were arranged to highlight relationships
– Focus was on relationships between these ethical
concepts and p-medicine tools that will be used in
GCP clinical trials
Ethical requirement clusters
• Requirements cluster are indicated as blue
circles
– The diagram depicts that for p-medicine
trials the main relationships with ethical
concern are between the patient (informed
consent, vulnerable populations, paediatric
trials, serious diseases) the IRB/Ethics
Committees (AE reporting, risk for patient,
inspections), the data protection framework
(data privacy, data monitoring) and the
investigator (financial relationship, data
falsification, quality)
W. Kuchinke 2013
15
Ethical requirement
clusters
Relations between ethical
requirement clusters
• The patient empowerment tool connects
requirements for informed consent with the
ones for vulnerable populations
• p-medicine contracts / agreements connect
requirements for personal data with
investigator related requirements
Requirement for Patient
Empowerment
• A central role will be played by the Patient
Empowerment tool in
– Improving patient autonomy and
patient’s decisions
– Enriching personalised medicine trials
– Ensuring data privacy and confidentiality
Ethical requirements for patient empowerment
• Many terms related to the principles of autonomy and
justice cluster around patient empowerment and the
user web portal
• The terms “inability to give informed consent”,
“informed consent”, “equipoise”, “treatment after end
of trial”, “research benefit”, “premature termination”
and “critically ill participants” are clustered around
Patient empowerment.
• “Recruitment and sample size” and “follow-up” are
clustered around the portal
Ethical requirements for patient empowerment
• There is a considerable overlap of ethical issues of
autonomy / justice with patient empowerment and the
user portal
• For the concepts of “commercial sponsorship” and
“publication ethics” no direct relation to the p-
medicine tools were found
• The identified ethical requirements were evaluated for
their importance for the Patient Empowerment Tool
and organised around the Patient Empowerment
concept according to their importance
• Ethical requirements were expressed as concerns to
address improvements of the user interface
W. Kuchinke 2013
20
Ethical Consideration
Ethical Concerns
• The use of all p-medicine tools and
the entire infrastructure must be
safe for the patient
Ethical Concerns
• Capture of patient data by p-medicine tools has
to be accurate, reliable and correct
• The entry of inaccurate data may occur because
of typographical or logical errors
• The system should provide validating functions
to avoid errors
• Functions to point the investigator’s attention to
noticeable problems
• The CDMS should also provide a logging tool
which tracks any changes to the data
Ethical concerns
• Security of the portal so that unauthorised
person do not have access to the data
• The security of the network will be considered
and necessary measures taken to fortify it,
depending on the risks represented by the
processing and the nature of the data
• Psychological issues where a trial participant
accesses data from the portal and is not
comfortable with the result
– For example diagnostic imaging may reveal
diseases that were not under investigation
and for which there is no available cure
Ethical concerns
• Right “not-to-know”
– Patients may not want to know that they
(will) suffer from an incurable disease
• Should the design of image technologies enable
selective imaging of the patient’s body
• Controversial is also the issue of brain imaging
– Which can reveal a person’s mental state or
plans for action
• The use of the portal will have to be adequately
regulated and help functions provided
User Interface Model that Addresses
Ethical Concerns
• Principles to consider ethical demands
– User access channeled through a series of
adaptable profiles that enable autonomy and
present data understandable
– Build-in support by help and guidance functions
– Consideration of different levels of medical
literacy
– Profiles for cancer patients, patients with life-
threatening diseases, paediatrics trials, and
chronic diseases
• Result is built-in ethics in the Patient Empowerment
Built-in ethics
User Interface
Patient Empowerment
Tool
p-medicine infrastructure
and databases
personalisation
guidancehelp
hiding /
protection
User interface
adapts to the
needs of the user
Built-in functions that
establish ethical
requirements
User Interface Model that Addresses
Ethical Concerns
• Patient profiles for patients with different psycho-
cognitive profiles were created
• Filters assign portal users to a specific profile
– Patients can modify profiles and change
specifications
●
e.g. define which information should be
hidden
– Specific display of information about risks,
alternatives, benefits
– Specific help and guidance by fatal diagnosis
Profile based
personalised
User Interface
W. Kuchinke 2013
29
Data input for Patient
Empowerment
• Data input covers
– patient data, biobank data, clinical trials data, and
informed consent (IC) data
– psycho-cognitive data of the patient
• Output data covers decision support, data about
available clinical trials, biobank information
• Informed consent management, information on clinical
trials
W. Kuchinke 2013
30
Patient’s point of view
• The patient has the opportunity to have
access to such her / his clinical data
• In the Patient Health Record the patient
can follow the journey of his/her data
• The patient can base on the data her / his
decision process
Ethical concerns based on functional
integration
• With the p-medicine portal that provides many
incorporated functions for data and sample
management, imaging and Patient
Empowerment a new level of data integration is
reached
• Resulting also in a new level of ethical concern
– Example: patient participating in a trial and
using access to unfavorable clinical
information, negative diagnosis, high health
risks, etc.
– Patient may become unable to derive at a
decision
Examples of ethical concerns
• From the ethical point of view, sufficient guidance, special
help for users from vulnerable populations, special
help/guidance for patients with life threatening disease
should be provided when the patient is using the tool
• The system should check all steps and information provided
for correctness, so that the display of wrong information, e.g.
a fatal diagnosis, is prevented
– Results with negative or fatal diagnosis should be
checked for correctness
• Access to information about life threatening information or
negative prognoses should be done in a sensitive way
• The patient has the right to “not-to know”
– The Patient Empowerment tool should consider this
option and provide a corresponding user interface
– Ability to hide information may be wished for
Novel possibilities for
interoperability
• The p-medicine platform offers many novel
possibilities for interoperability and sharing in
clinical trials
• The Patient Empowerment Service and Portal
tools may play a role in Adverse Event reporting,
maintaining relationships with IRB/EC, Quality of
Life recording and in special support of
vulnerable populations and trial participants with
serious diseases
• The data protection framework may also be used
to prevent data falsification and financial
conflicts of interest by the investigators
W. Kuchinke 2013
34
Reference
• Kuchinke W. Ethical concerns caused by integrative
patient empowerment solutions for personalized
medicine. Annu Int Conf IEEE Eng Med Biol Soc.
2013;2013:4775-8. doi: 10.1109/EMBC.2013.6610615.
PMID: 24110802.
W. Kuchinke 2013
35
Literature
• D5.2 Report on legal and ethical issues regarding data
warehouse, data mining and IP issues
• D5.3 Report on legal and ethical issues regarding access to
biobanks
• D5.4 Report on legal and ethical issues regarding patient
empowerment
wokuchinke@outlook.de
wolfgang.kuchinke@uni-duesseldorf.de
More information about the patient empowerment tool: www.p-medicine.eu
Wolfgang Kuchinke
Heinrich-Heine University, Duesseldorf, Germany
Presentation accompanying the poster and
contains additional explanatory material
Contact

Más contenido relacionado

La actualidad más candente

Public Health informatics, Consumer health informatics, mHealth & PHRs (Novem...
Public Health informatics, Consumer health informatics, mHealth & PHRs (Novem...Public Health informatics, Consumer health informatics, mHealth & PHRs (Novem...
Public Health informatics, Consumer health informatics, mHealth & PHRs (Novem...Nawanan Theera-Ampornpunt
 
Patient Centered Care | Unit 2c Lecture
Patient Centered Care | Unit 2c LecturePatient Centered Care | Unit 2c Lecture
Patient Centered Care | Unit 2c LectureCMDLMS
 
Health IT - The Big Picture (Ramathibodi 7th Healthcare CIO)
Health IT - The Big Picture (Ramathibodi 7th Healthcare CIO)Health IT - The Big Picture (Ramathibodi 7th Healthcare CIO)
Health IT - The Big Picture (Ramathibodi 7th Healthcare CIO)Nawanan Theera-Ampornpunt
 
Introduction to Health Informatics
Introduction to Health InformaticsIntroduction to Health Informatics
Introduction to Health InformaticsMoustafa Hosni
 
Health informatics
Health informaticsHealth informatics
Health informaticsPinki Barman
 
Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)
Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)
Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)Nawanan Theera-Ampornpunt
 
Cis evaluation final_presentation, nur 3563 sol1
Cis evaluation final_presentation, nur 3563 sol1Cis evaluation final_presentation, nur 3563 sol1
Cis evaluation final_presentation, nur 3563 sol1SBU
 
F. consumer's use of informatics
F. consumer's use of informaticsF. consumer's use of informatics
F. consumer's use of informaticsloveobi25
 
Development and Management of Information Systems in Healthcare
Development and Management of Information Systems in HealthcareDevelopment and Management of Information Systems in Healthcare
Development and Management of Information Systems in HealthcareNawanan Theera-Ampornpunt
 
Nursing Informatics
Nursing InformaticsNursing Informatics
Nursing Informaticsedzel-ann
 
"Nursing Informatics PowerPoint Presentation"
"Nursing Informatics PowerPoint Presentation""Nursing Informatics PowerPoint Presentation"
"Nursing Informatics PowerPoint Presentation"chandy-20
 
Health IT in Clinical Settings (Ramathibodi 7th Healthcare CIO)
Health IT in Clinical Settings (Ramathibodi 7th Healthcare CIO)Health IT in Clinical Settings (Ramathibodi 7th Healthcare CIO)
Health IT in Clinical Settings (Ramathibodi 7th Healthcare CIO)Nawanan Theera-Ampornpunt
 
Challenges of Clinical teaching in Nursing
Challenges of Clinical teaching  in NursingChallenges of Clinical teaching  in Nursing
Challenges of Clinical teaching in NursingAgezegnAsegidMrekonn
 

La actualidad más candente (20)

Public Health informatics, Consumer health informatics, mHealth & PHRs (Novem...
Public Health informatics, Consumer health informatics, mHealth & PHRs (Novem...Public Health informatics, Consumer health informatics, mHealth & PHRs (Novem...
Public Health informatics, Consumer health informatics, mHealth & PHRs (Novem...
 
Patient Centered Care | Unit 2c Lecture
Patient Centered Care | Unit 2c LecturePatient Centered Care | Unit 2c Lecture
Patient Centered Care | Unit 2c Lecture
 
Clinical informatics I: Roles of Health IT
Clinical informatics I: Roles of Health ITClinical informatics I: Roles of Health IT
Clinical informatics I: Roles of Health IT
 
Health IT - The Big Picture (Ramathibodi 7th Healthcare CIO)
Health IT - The Big Picture (Ramathibodi 7th Healthcare CIO)Health IT - The Big Picture (Ramathibodi 7th Healthcare CIO)
Health IT - The Big Picture (Ramathibodi 7th Healthcare CIO)
 
Health informatics
Health informaticsHealth informatics
Health informatics
 
Overview of Health Informatics
Overview of Health InformaticsOverview of Health Informatics
Overview of Health Informatics
 
Introduction to Health Informatics
Introduction to Health InformaticsIntroduction to Health Informatics
Introduction to Health Informatics
 
Health informatics
Health informaticsHealth informatics
Health informatics
 
Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)
Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)
Overview of Health Informatics (Ramathibodi 7th Healthcare CIO)
 
Cis evaluation final_presentation, nur 3563 sol1
Cis evaluation final_presentation, nur 3563 sol1Cis evaluation final_presentation, nur 3563 sol1
Cis evaluation final_presentation, nur 3563 sol1
 
F. consumer's use of informatics
F. consumer's use of informaticsF. consumer's use of informatics
F. consumer's use of informatics
 
Development and Management of Information Systems in Healthcare
Development and Management of Information Systems in HealthcareDevelopment and Management of Information Systems in Healthcare
Development and Management of Information Systems in Healthcare
 
Nursing Informatics
Nursing InformaticsNursing Informatics
Nursing Informatics
 
Application
ApplicationApplication
Application
 
"Nursing Informatics PowerPoint Presentation"
"Nursing Informatics PowerPoint Presentation""Nursing Informatics PowerPoint Presentation"
"Nursing Informatics PowerPoint Presentation"
 
Health IT in Clinical Settings (Ramathibodi 7th Healthcare CIO)
Health IT in Clinical Settings (Ramathibodi 7th Healthcare CIO)Health IT in Clinical Settings (Ramathibodi 7th Healthcare CIO)
Health IT in Clinical Settings (Ramathibodi 7th Healthcare CIO)
 
Health Informatics
Health InformaticsHealth Informatics
Health Informatics
 
Overview of Health Informatics
Overview of Health InformaticsOverview of Health Informatics
Overview of Health Informatics
 
Overview of Health IT
Overview of Health ITOverview of Health IT
Overview of Health IT
 
Challenges of Clinical teaching in Nursing
Challenges of Clinical teaching  in NursingChallenges of Clinical teaching  in Nursing
Challenges of Clinical teaching in Nursing
 

Similar a Ethical concerns caused by integrative patient empowerment services

SAFTINet Overview for EDRC
SAFTINet Overview for EDRCSAFTINet Overview for EDRC
SAFTINet Overview for EDRCMarion Sills
 
xPatient_Eurecat_20160921_EN
xPatient_Eurecat_20160921_ENxPatient_Eurecat_20160921_EN
xPatient_Eurecat_20160921_ENFelip Miralles
 
Computer System Validation - privacy zones, eSource and EHR data in clinical ...
Computer System Validation - privacy zones, eSource and EHR data in clinical ...Computer System Validation - privacy zones, eSource and EHR data in clinical ...
Computer System Validation - privacy zones, eSource and EHR data in clinical ...Wolfgang Kuchinke
 
Computer System Validation with privacy zones, e-source and clinical trials b...
Computer System Validation with privacy zones, e-source and clinical trials b...Computer System Validation with privacy zones, e-source and clinical trials b...
Computer System Validation with privacy zones, e-source and clinical trials b...Wolfgang Kuchinke
 
Computer validation of e-source and EHR in clinical trials-Kuchinke
Computer validation of e-source and EHR in clinical trials-KuchinkeComputer validation of e-source and EHR in clinical trials-Kuchinke
Computer validation of e-source and EHR in clinical trials-KuchinkeWolfgang Kuchinke
 
8- Documentation in ICU.pptx
8- Documentation in ICU.pptx8- Documentation in ICU.pptx
8- Documentation in ICU.pptxMesfinShifara
 
Health Data Sharing Scene Setting
Health Data Sharing Scene Setting Health Data Sharing Scene Setting
Health Data Sharing Scene Setting ipposi
 
The Health and Biomedical Informatics Centre (HaBIC@UoM)
The Health and Biomedical Informatics Centre (HaBIC@UoM)The Health and Biomedical Informatics Centre (HaBIC@UoM)
The Health and Biomedical Informatics Centre (HaBIC@UoM)Fernando Martin-Sanchez
 
Newhouse arkansas 4-7-14(v2)
Newhouse arkansas 4-7-14(v2)Newhouse arkansas 4-7-14(v2)
Newhouse arkansas 4-7-14(v2)TRIuams
 
informatics1.ppt
informatics1.pptinformatics1.ppt
informatics1.pptanwarkade1
 
Health IT Summit Boston - Presentation "HIT Roadmapping for Accountable Care"...
Health IT Summit Boston - Presentation "HIT Roadmapping for Accountable Care"...Health IT Summit Boston - Presentation "HIT Roadmapping for Accountable Care"...
Health IT Summit Boston - Presentation "HIT Roadmapping for Accountable Care"...Health IT Conference – iHT2
 
HIT Policy Committee FDASIA Update
HIT Policy Committee FDASIA UpdateHIT Policy Committee FDASIA Update
HIT Policy Committee FDASIA UpdateBrian Ahier
 
PURPOSES OF DOCUMENTATION.pptx
PURPOSES OF DOCUMENTATION.pptxPURPOSES OF DOCUMENTATION.pptx
PURPOSES OF DOCUMENTATION.pptxAnju Kumawat
 
The electronic patient record (epr) in mental health
The electronic patient record (epr) in mental healthThe electronic patient record (epr) in mental health
The electronic patient record (epr) in mental healthYasir Hameed
 
Why does data matter?: Professor Michael Parker, Director of the Wellcome Cen...
Why does data matter?: Professor Michael Parker, Director of the Wellcome Cen...Why does data matter?: Professor Michael Parker, Director of the Wellcome Cen...
Why does data matter?: Professor Michael Parker, Director of the Wellcome Cen...NHS England
 
Deborah Schaler - EHPR 2014 - Patient Feedback Research
Deborah Schaler - EHPR 2014 - Patient Feedback ResearchDeborah Schaler - EHPR 2014 - Patient Feedback Research
Deborah Schaler - EHPR 2014 - Patient Feedback ResearchDeborah Schaler
 
In Electronic Health Records We Trust - IPPOSI Outcome Report - March 2017
In Electronic Health Records We Trust - IPPOSI Outcome Report - March 2017In Electronic Health Records We Trust - IPPOSI Outcome Report - March 2017
In Electronic Health Records We Trust - IPPOSI Outcome Report - March 2017ipposi
 

Similar a Ethical concerns caused by integrative patient empowerment services (20)

SAFTINet Overview for EDRC
SAFTINet Overview for EDRCSAFTINet Overview for EDRC
SAFTINet Overview for EDRC
 
xPatient_Eurecat_20160921_EN
xPatient_Eurecat_20160921_ENxPatient_Eurecat_20160921_EN
xPatient_Eurecat_20160921_EN
 
Chapter 6
Chapter 6Chapter 6
Chapter 6
 
Computer System Validation - privacy zones, eSource and EHR data in clinical ...
Computer System Validation - privacy zones, eSource and EHR data in clinical ...Computer System Validation - privacy zones, eSource and EHR data in clinical ...
Computer System Validation - privacy zones, eSource and EHR data in clinical ...
 
Computer System Validation with privacy zones, e-source and clinical trials b...
Computer System Validation with privacy zones, e-source and clinical trials b...Computer System Validation with privacy zones, e-source and clinical trials b...
Computer System Validation with privacy zones, e-source and clinical trials b...
 
Computer validation of e-source and EHR in clinical trials-Kuchinke
Computer validation of e-source and EHR in clinical trials-KuchinkeComputer validation of e-source and EHR in clinical trials-Kuchinke
Computer validation of e-source and EHR in clinical trials-Kuchinke
 
8- Documentation in ICU.pptx
8- Documentation in ICU.pptx8- Documentation in ICU.pptx
8- Documentation in ICU.pptx
 
Health Data Sharing Scene Setting
Health Data Sharing Scene Setting Health Data Sharing Scene Setting
Health Data Sharing Scene Setting
 
Patient Reported Outcomes to Accelerate Change
Patient Reported Outcomes to Accelerate ChangePatient Reported Outcomes to Accelerate Change
Patient Reported Outcomes to Accelerate Change
 
Health and Biomedical Informatics Centre @ The University of Melbourne
Health and Biomedical Informatics Centre @ The University of MelbourneHealth and Biomedical Informatics Centre @ The University of Melbourne
Health and Biomedical Informatics Centre @ The University of Melbourne
 
The Health and Biomedical Informatics Centre (HaBIC@UoM)
The Health and Biomedical Informatics Centre (HaBIC@UoM)The Health and Biomedical Informatics Centre (HaBIC@UoM)
The Health and Biomedical Informatics Centre (HaBIC@UoM)
 
Newhouse arkansas 4-7-14(v2)
Newhouse arkansas 4-7-14(v2)Newhouse arkansas 4-7-14(v2)
Newhouse arkansas 4-7-14(v2)
 
informatics1.ppt
informatics1.pptinformatics1.ppt
informatics1.ppt
 
Health IT Summit Boston - Presentation "HIT Roadmapping for Accountable Care"...
Health IT Summit Boston - Presentation "HIT Roadmapping for Accountable Care"...Health IT Summit Boston - Presentation "HIT Roadmapping for Accountable Care"...
Health IT Summit Boston - Presentation "HIT Roadmapping for Accountable Care"...
 
HIT Policy Committee FDASIA Update
HIT Policy Committee FDASIA UpdateHIT Policy Committee FDASIA Update
HIT Policy Committee FDASIA Update
 
PURPOSES OF DOCUMENTATION.pptx
PURPOSES OF DOCUMENTATION.pptxPURPOSES OF DOCUMENTATION.pptx
PURPOSES OF DOCUMENTATION.pptx
 
The electronic patient record (epr) in mental health
The electronic patient record (epr) in mental healthThe electronic patient record (epr) in mental health
The electronic patient record (epr) in mental health
 
Why does data matter?: Professor Michael Parker, Director of the Wellcome Cen...
Why does data matter?: Professor Michael Parker, Director of the Wellcome Cen...Why does data matter?: Professor Michael Parker, Director of the Wellcome Cen...
Why does data matter?: Professor Michael Parker, Director of the Wellcome Cen...
 
Deborah Schaler - EHPR 2014 - Patient Feedback Research
Deborah Schaler - EHPR 2014 - Patient Feedback ResearchDeborah Schaler - EHPR 2014 - Patient Feedback Research
Deborah Schaler - EHPR 2014 - Patient Feedback Research
 
In Electronic Health Records We Trust - IPPOSI Outcome Report - March 2017
In Electronic Health Records We Trust - IPPOSI Outcome Report - March 2017In Electronic Health Records We Trust - IPPOSI Outcome Report - March 2017
In Electronic Health Records We Trust - IPPOSI Outcome Report - March 2017
 

Más de Wolfgang Kuchinke

Temporal relations in queries of ehr data for research
Temporal relations in queries of ehr data for researchTemporal relations in queries of ehr data for research
Temporal relations in queries of ehr data for researchWolfgang Kuchinke
 
Secure access to biomedical data sources for legal data sharing-kuchinke
Secure access to biomedical data sources for legal data sharing-kuchinkeSecure access to biomedical data sources for legal data sharing-kuchinke
Secure access to biomedical data sources for legal data sharing-kuchinkeWolfgang Kuchinke
 
Personalized medicine tools for clinical trials - kuchinke
Personalized medicine tools for clinical trials - kuchinkePersonalized medicine tools for clinical trials - kuchinke
Personalized medicine tools for clinical trials - kuchinkeWolfgang Kuchinke
 
Use of personalized medicine tools for clinical research networks
Use of personalized medicine tools for clinical research networksUse of personalized medicine tools for clinical research networks
Use of personalized medicine tools for clinical research networksWolfgang Kuchinke
 
Kuchinke - Learning Health System (LHS) in Europe - Introduction and meeting ...
Kuchinke - Learning Health System (LHS) in Europe - Introduction and meeting ...Kuchinke - Learning Health System (LHS) in Europe - Introduction and meeting ...
Kuchinke - Learning Health System (LHS) in Europe - Introduction and meeting ...Wolfgang Kuchinke
 
Regulations, privacy, security for data bridges - Kuchinke
Regulations, privacy, security for data bridges - KuchinkeRegulations, privacy, security for data bridges - Kuchinke
Regulations, privacy, security for data bridges - KuchinkeWolfgang Kuchinke
 
Agile Computer System Validation of software products
Agile Computer System Validation of software productsAgile Computer System Validation of software products
Agile Computer System Validation of software productsWolfgang Kuchinke
 
Reverse Engineering of Clinical Trials to Improve Research
Reverse Engineering of Clinical Trials to Improve ResearchReverse Engineering of Clinical Trials to Improve Research
Reverse Engineering of Clinical Trials to Improve ResearchWolfgang Kuchinke
 
Introduction to CTIM - the Clinical Trial Information Mediator
Introduction to CTIM - the Clinical Trial Information MediatorIntroduction to CTIM - the Clinical Trial Information Mediator
Introduction to CTIM - the Clinical Trial Information MediatorWolfgang Kuchinke
 
Standard based Electronic Archiving for Clinical Trials
Standard based Electronic Archiving for Clinical TrialsStandard based Electronic Archiving for Clinical Trials
Standard based Electronic Archiving for Clinical TrialsWolfgang Kuchinke
 
Regulations, privacy and security requirements - Legal interoperability for d...
Regulations, privacy and security requirements - Legal interoperability for d...Regulations, privacy and security requirements - Legal interoperability for d...
Regulations, privacy and security requirements - Legal interoperability for d...Wolfgang Kuchinke
 
Service Integration for Research Infrastructures by Reciprocal Usage
Service Integration for Research Infrastructures by Reciprocal UsageService Integration for Research Infrastructures by Reciprocal Usage
Service Integration for Research Infrastructures by Reciprocal UsageWolfgang Kuchinke
 
Repositories in an Open Data Ecosystem
Repositories in an Open Data EcosystemRepositories in an Open Data Ecosystem
Repositories in an Open Data EcosystemWolfgang Kuchinke
 
Zone model for data privacy and confidentiality in medical research
Zone model for data privacy and confidentiality in medical researchZone model for data privacy and confidentiality in medical research
Zone model for data privacy and confidentiality in medical researchWolfgang Kuchinke
 
CDISC Use Case Workshop Archiving of Studies
CDISC Use Case Workshop Archiving of StudiesCDISC Use Case Workshop Archiving of Studies
CDISC Use Case Workshop Archiving of StudiesWolfgang Kuchinke
 

Más de Wolfgang Kuchinke (15)

Temporal relations in queries of ehr data for research
Temporal relations in queries of ehr data for researchTemporal relations in queries of ehr data for research
Temporal relations in queries of ehr data for research
 
Secure access to biomedical data sources for legal data sharing-kuchinke
Secure access to biomedical data sources for legal data sharing-kuchinkeSecure access to biomedical data sources for legal data sharing-kuchinke
Secure access to biomedical data sources for legal data sharing-kuchinke
 
Personalized medicine tools for clinical trials - kuchinke
Personalized medicine tools for clinical trials - kuchinkePersonalized medicine tools for clinical trials - kuchinke
Personalized medicine tools for clinical trials - kuchinke
 
Use of personalized medicine tools for clinical research networks
Use of personalized medicine tools for clinical research networksUse of personalized medicine tools for clinical research networks
Use of personalized medicine tools for clinical research networks
 
Kuchinke - Learning Health System (LHS) in Europe - Introduction and meeting ...
Kuchinke - Learning Health System (LHS) in Europe - Introduction and meeting ...Kuchinke - Learning Health System (LHS) in Europe - Introduction and meeting ...
Kuchinke - Learning Health System (LHS) in Europe - Introduction and meeting ...
 
Regulations, privacy, security for data bridges - Kuchinke
Regulations, privacy, security for data bridges - KuchinkeRegulations, privacy, security for data bridges - Kuchinke
Regulations, privacy, security for data bridges - Kuchinke
 
Agile Computer System Validation of software products
Agile Computer System Validation of software productsAgile Computer System Validation of software products
Agile Computer System Validation of software products
 
Reverse Engineering of Clinical Trials to Improve Research
Reverse Engineering of Clinical Trials to Improve ResearchReverse Engineering of Clinical Trials to Improve Research
Reverse Engineering of Clinical Trials to Improve Research
 
Introduction to CTIM - the Clinical Trial Information Mediator
Introduction to CTIM - the Clinical Trial Information MediatorIntroduction to CTIM - the Clinical Trial Information Mediator
Introduction to CTIM - the Clinical Trial Information Mediator
 
Standard based Electronic Archiving for Clinical Trials
Standard based Electronic Archiving for Clinical TrialsStandard based Electronic Archiving for Clinical Trials
Standard based Electronic Archiving for Clinical Trials
 
Regulations, privacy and security requirements - Legal interoperability for d...
Regulations, privacy and security requirements - Legal interoperability for d...Regulations, privacy and security requirements - Legal interoperability for d...
Regulations, privacy and security requirements - Legal interoperability for d...
 
Service Integration for Research Infrastructures by Reciprocal Usage
Service Integration for Research Infrastructures by Reciprocal UsageService Integration for Research Infrastructures by Reciprocal Usage
Service Integration for Research Infrastructures by Reciprocal Usage
 
Repositories in an Open Data Ecosystem
Repositories in an Open Data EcosystemRepositories in an Open Data Ecosystem
Repositories in an Open Data Ecosystem
 
Zone model for data privacy and confidentiality in medical research
Zone model for data privacy and confidentiality in medical researchZone model for data privacy and confidentiality in medical research
Zone model for data privacy and confidentiality in medical research
 
CDISC Use Case Workshop Archiving of Studies
CDISC Use Case Workshop Archiving of StudiesCDISC Use Case Workshop Archiving of Studies
CDISC Use Case Workshop Archiving of Studies
 

Último

VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋TANUJA PANDEY
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi 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
 
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
 
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
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...astropune
 
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
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Dipal Arora
 
(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
 
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
 
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...vidya singh
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Servicevidya singh
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Mumbai 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
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
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
 
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
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...hotbabesbook
 
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
 

Último (20)

VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi 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...
 
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
 
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
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top 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...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
 
(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...
 
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
 
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Mumbai 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...
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
 
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
 
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
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
 
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
 

Ethical concerns caused by integrative patient empowerment services

  • 1. Ethical concerns caused by integrative patient empowerment solutions for personalized medicine Ethical concerns caused by integrative patient empowerment solutions for personalized medicine Wolfgang Kuchinke Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 3-7 July 2013 in Osaka, Japan
  • 2. W. Kuchinke 2013 2 Summary • The highly integrative nature of Patient Empowerment Service raises ethical concerns • Employing special features in user interfaces of the Service – it is possible to ensure patient autonomy even under adverse conditions – like access to unfavoable information, negative diagnoses, incomprehensible risk/benefit display, and other factors that impede the decision potential of the patient
  • 3. W. Kuchinke 2013 3 Personalized medicine • Personalized medicine promises targeted treatments with high therapeutic effectiveness • It requires an unmatched degree of participation of the patient • To enable this high degree of patient empowerment, the project p-medicine developed a Patient Empowerment Tool that is part of a clinical research infrastructure • Patient autonomy is enhanced by giving patients access to their data and by providing means for informed choices and consent.
  • 4. W. Kuchinke 2013 4 p-medicine project • FP7 project p-medicine: From data sharing and integration via VPH models to personalized medicine – IT infrastructure to accelerate personalized medicine and personal clinical research • Patient Empowerment Tool is an integrative part of the infrastructure • It helps patients to understand their medical documentation and to empower them to make informed decisions
  • 6. W. Kuchinke 2013 6 Patient Empowerment Service • p-medicine will develop an Patient Empowerment Tool called Interactive Empowerment Service (IemS) • Aim – Help patients to understand their medical documentation – Empower them to make informed choices and decisions – Support personalized clinical trials – Enables patients to understand the whole data set that the hospital has collected about them
  • 7. W. Kuchinke 2013 7 Patient Empowerment • Patient Empowerment implies that patients are able to understand medical statements and the data requested, as well as legal and ethical considerations • For this purpose, the Empowerment Service has to – help patients understand their data and documents – monitor and implement donors’ decisions on research to be performed on their data and samples
  • 8. W. Kuchinke 2013 8 Patient interactivity • One of the key features of the empowerment service will be patient interactivity • The patient will have the possibility – to view data organized according to her / his perception of the domain, – to retrieve patient-understandable information – to state decisions • Such patient empowerment will put patients in control over the use of their data
  • 9. Approach and Method • Ethical analysis of the Patient Empowerment Tool by legal and ethical experts in the p- medicine group and literature search • Identification of relevant ethical aspects organized in ethical requirement clusters • User interface model addressing these concerns
  • 10. The four Traditional Pillars of Medical Ethics • Beneficience / Non-malefience • Privacy / Confidentiality • Autonomy • Justice
  • 11. W. Kuchinke 2013 11 Ethical analysis • Ethical analysis of the Patient Empowerment Tool by legal and ethical experts in the p-medicine group • Identification of relevant ethical aspects based on the 4 Pillars of Medical Ethics in relation to the use of the p-medicine infrastructure • Ethical aspects were organized in ethical requirement clusters • The ethical requirements were further analysed for consequences for the structure of the user interface of the Patient Empowerment Service
  • 12. Ethical requirements Literature search Interviews Analysis of p-medicne infrastrcuture Requirements analysis process Search for applicable ethical concepts 4 Ethical pillars Recommendations for user interfaces relevant aspects / requirements Relations of requirements to p-medicine tools Ethical use cases
  • 13. The four Traditional Pillars of Medical Ethics • The described main ethical principles (the 4 pillars of medical ethics) were put into relation to ethical concepts and topics relevant for the conduct of clinical trials and the working of the p- medicine infrastructure • They were arranged to highlight relationships – Focus was on relationships between these ethical concepts and p-medicine tools that will be used in GCP clinical trials
  • 14. Ethical requirement clusters • Requirements cluster are indicated as blue circles – The diagram depicts that for p-medicine trials the main relationships with ethical concern are between the patient (informed consent, vulnerable populations, paediatric trials, serious diseases) the IRB/Ethics Committees (AE reporting, risk for patient, inspections), the data protection framework (data privacy, data monitoring) and the investigator (financial relationship, data falsification, quality)
  • 15. W. Kuchinke 2013 15 Ethical requirement clusters
  • 16. Relations between ethical requirement clusters • The patient empowerment tool connects requirements for informed consent with the ones for vulnerable populations • p-medicine contracts / agreements connect requirements for personal data with investigator related requirements
  • 17. Requirement for Patient Empowerment • A central role will be played by the Patient Empowerment tool in – Improving patient autonomy and patient’s decisions – Enriching personalised medicine trials – Ensuring data privacy and confidentiality
  • 18. Ethical requirements for patient empowerment • Many terms related to the principles of autonomy and justice cluster around patient empowerment and the user web portal • The terms “inability to give informed consent”, “informed consent”, “equipoise”, “treatment after end of trial”, “research benefit”, “premature termination” and “critically ill participants” are clustered around Patient empowerment. • “Recruitment and sample size” and “follow-up” are clustered around the portal
  • 19. Ethical requirements for patient empowerment • There is a considerable overlap of ethical issues of autonomy / justice with patient empowerment and the user portal • For the concepts of “commercial sponsorship” and “publication ethics” no direct relation to the p- medicine tools were found • The identified ethical requirements were evaluated for their importance for the Patient Empowerment Tool and organised around the Patient Empowerment concept according to their importance • Ethical requirements were expressed as concerns to address improvements of the user interface
  • 21. Ethical Concerns • The use of all p-medicine tools and the entire infrastructure must be safe for the patient
  • 22. Ethical Concerns • Capture of patient data by p-medicine tools has to be accurate, reliable and correct • The entry of inaccurate data may occur because of typographical or logical errors • The system should provide validating functions to avoid errors • Functions to point the investigator’s attention to noticeable problems • The CDMS should also provide a logging tool which tracks any changes to the data
  • 23. Ethical concerns • Security of the portal so that unauthorised person do not have access to the data • The security of the network will be considered and necessary measures taken to fortify it, depending on the risks represented by the processing and the nature of the data • Psychological issues where a trial participant accesses data from the portal and is not comfortable with the result – For example diagnostic imaging may reveal diseases that were not under investigation and for which there is no available cure
  • 24. Ethical concerns • Right “not-to-know” – Patients may not want to know that they (will) suffer from an incurable disease • Should the design of image technologies enable selective imaging of the patient’s body • Controversial is also the issue of brain imaging – Which can reveal a person’s mental state or plans for action • The use of the portal will have to be adequately regulated and help functions provided
  • 25. User Interface Model that Addresses Ethical Concerns • Principles to consider ethical demands – User access channeled through a series of adaptable profiles that enable autonomy and present data understandable – Build-in support by help and guidance functions – Consideration of different levels of medical literacy – Profiles for cancer patients, patients with life- threatening diseases, paediatrics trials, and chronic diseases • Result is built-in ethics in the Patient Empowerment
  • 26. Built-in ethics User Interface Patient Empowerment Tool p-medicine infrastructure and databases personalisation guidancehelp hiding / protection User interface adapts to the needs of the user Built-in functions that establish ethical requirements
  • 27. User Interface Model that Addresses Ethical Concerns • Patient profiles for patients with different psycho- cognitive profiles were created • Filters assign portal users to a specific profile – Patients can modify profiles and change specifications ● e.g. define which information should be hidden – Specific display of information about risks, alternatives, benefits – Specific help and guidance by fatal diagnosis
  • 29. W. Kuchinke 2013 29 Data input for Patient Empowerment • Data input covers – patient data, biobank data, clinical trials data, and informed consent (IC) data – psycho-cognitive data of the patient • Output data covers decision support, data about available clinical trials, biobank information • Informed consent management, information on clinical trials
  • 30. W. Kuchinke 2013 30 Patient’s point of view • The patient has the opportunity to have access to such her / his clinical data • In the Patient Health Record the patient can follow the journey of his/her data • The patient can base on the data her / his decision process
  • 31. Ethical concerns based on functional integration • With the p-medicine portal that provides many incorporated functions for data and sample management, imaging and Patient Empowerment a new level of data integration is reached • Resulting also in a new level of ethical concern – Example: patient participating in a trial and using access to unfavorable clinical information, negative diagnosis, high health risks, etc. – Patient may become unable to derive at a decision
  • 32. Examples of ethical concerns • From the ethical point of view, sufficient guidance, special help for users from vulnerable populations, special help/guidance for patients with life threatening disease should be provided when the patient is using the tool • The system should check all steps and information provided for correctness, so that the display of wrong information, e.g. a fatal diagnosis, is prevented – Results with negative or fatal diagnosis should be checked for correctness • Access to information about life threatening information or negative prognoses should be done in a sensitive way • The patient has the right to “not-to know” – The Patient Empowerment tool should consider this option and provide a corresponding user interface – Ability to hide information may be wished for
  • 33. Novel possibilities for interoperability • The p-medicine platform offers many novel possibilities for interoperability and sharing in clinical trials • The Patient Empowerment Service and Portal tools may play a role in Adverse Event reporting, maintaining relationships with IRB/EC, Quality of Life recording and in special support of vulnerable populations and trial participants with serious diseases • The data protection framework may also be used to prevent data falsification and financial conflicts of interest by the investigators
  • 34. W. Kuchinke 2013 34 Reference • Kuchinke W. Ethical concerns caused by integrative patient empowerment solutions for personalized medicine. Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:4775-8. doi: 10.1109/EMBC.2013.6610615. PMID: 24110802.
  • 35. W. Kuchinke 2013 35 Literature • D5.2 Report on legal and ethical issues regarding data warehouse, data mining and IP issues • D5.3 Report on legal and ethical issues regarding access to biobanks • D5.4 Report on legal and ethical issues regarding patient empowerment
  • 36. wokuchinke@outlook.de wolfgang.kuchinke@uni-duesseldorf.de More information about the patient empowerment tool: www.p-medicine.eu Wolfgang Kuchinke Heinrich-Heine University, Duesseldorf, Germany Presentation accompanying the poster and contains additional explanatory material Contact