SlideShare uma empresa Scribd logo
1 de 8
Isn’t it all hype? @Doctor_Masood
@DHealthLDN
What could go wrong?
• Game Theory – the infinite game…
• Risk homeostasis
• Pablo Garcia
• Commission vs. Omission
• Acting in error vs. failing to act
@Doctor_Masood
@DHealthLDN
“
“
Matt Hancock
Secretary of State
Department of Health
And Social Care
Lord O’Shaunessy
Parliamentary Under Secretary State
Department of Health
and Social Care
A collaborative approach is
important; no single partner in this
endeavour has a monopoly on
wisdom about what will work. By
working together we will be able
to explore all potential avenues of
opportunity.
The Map:
Headline findings
Key areas where AI is delivering impact
Linking in work with the Code of Conduct:
Principles & Commitments
Commitments
1. Simplifying the regulatory and funding
landscape
2. Creating an environment that enables
experimentation
3. Encouraging the system to adopt innovation
4. Improving interoperability and openness
5. Listening to our users
Principles
1.Define the user
2.Define the value proposition
3.Be fair, transparent and accountable about
what data is being used
4.Use data that is proportionate to the identified
user need
5.Make use of open standards
6.Be transparent to the limitations of the data
used
7.Make security integral to the design
8.Define the commercial strategy
9.Show evidence of effectiveness for the
intended use
10.Show the type of algorithm being developed
or deployed, the evidence base for using that
algorithm, how performance will be monitored
on an ongoing basis and how performance will be
validated
Your input
wanted: next
phase of the Map
and Report
Let’s use AI to map AI!
Discussion – What to map / Why, e.g. support
ecosystem partners to:
• Take better decisions
o Breakthrough innovations / highly cited
papers
o Overlay w population needs, resources
• Identify/match resources, e.g.:
• Funding
• Infrastructure
• Data sets / open standards
• People with experience / skill sets /
interest
• Evidence-based solutions
• Support policy makers, e.g.:
• Implement Code of Conduct, Topol
• Map what’s happening! Stories
• OLS (support start ups)
• NHS Digital
• Specific policy: open health and care
What are the potential partnership or sponsor
opportunities?
How to work together as a Digital and AI INN on
this?
Contact: Melissa.Ream@nhs.net

Mais conteúdo relacionado

Mais procurados

Harnessing Collaboration to Pursue Grand Challenges
Harnessing Collaboration to Pursue Grand ChallengesHarnessing Collaboration to Pursue Grand Challenges
Harnessing Collaboration to Pursue Grand ChallengesCrowdsourcing Week
 
Danial Shepard - Evidence informed policy - 27 June 2017
Danial Shepard - Evidence informed policy - 27 June 2017Danial Shepard - Evidence informed policy - 27 June 2017
Danial Shepard - Evidence informed policy - 27 June 2017OECD Governance
 
Max Shron, Thinking with Data at the NYC Data Science Meetup
Max Shron, Thinking with Data at the NYC Data Science MeetupMax Shron, Thinking with Data at the NYC Data Science Meetup
Max Shron, Thinking with Data at the NYC Data Science Meetupmortardata
 
It organizational review why research the fuzzy questions?
It organizational review   why research the fuzzy questions?It organizational review   why research the fuzzy questions?
It organizational review why research the fuzzy questions?Angie Tarasoff
 
IEEE P7003 at ICSE Fairware 2018
IEEE P7003 at ICSE Fairware 2018IEEE P7003 at ICSE Fairware 2018
IEEE P7003 at ICSE Fairware 2018Ansgar Koene
 
SGCI Science Gateways: Addressing Data Management Challenges
SGCI Science Gateways: Addressing Data Management ChallengesSGCI Science Gateways: Addressing Data Management Challenges
SGCI Science Gateways: Addressing Data Management ChallengesSandra Gesing
 
Rammeverk: A code for an internationally integrated production system web
Rammeverk: A code for an internationally integrated production system webRammeverk: A code for an internationally integrated production system web
Rammeverk: A code for an internationally integrated production system webNordisk statistikermøte 2013
 

Mais procurados (8)

Harnessing Collaboration to Pursue Grand Challenges
Harnessing Collaboration to Pursue Grand ChallengesHarnessing Collaboration to Pursue Grand Challenges
Harnessing Collaboration to Pursue Grand Challenges
 
Danial Shepard - Evidence informed policy - 27 June 2017
Danial Shepard - Evidence informed policy - 27 June 2017Danial Shepard - Evidence informed policy - 27 June 2017
Danial Shepard - Evidence informed policy - 27 June 2017
 
Max Shron, Thinking with Data at the NYC Data Science Meetup
Max Shron, Thinking with Data at the NYC Data Science MeetupMax Shron, Thinking with Data at the NYC Data Science Meetup
Max Shron, Thinking with Data at the NYC Data Science Meetup
 
It organizational review why research the fuzzy questions?
It organizational review   why research the fuzzy questions?It organizational review   why research the fuzzy questions?
It organizational review why research the fuzzy questions?
 
Leveraging ICT for Development
Leveraging ICT for DevelopmentLeveraging ICT for Development
Leveraging ICT for Development
 
IEEE P7003 at ICSE Fairware 2018
IEEE P7003 at ICSE Fairware 2018IEEE P7003 at ICSE Fairware 2018
IEEE P7003 at ICSE Fairware 2018
 
SGCI Science Gateways: Addressing Data Management Challenges
SGCI Science Gateways: Addressing Data Management ChallengesSGCI Science Gateways: Addressing Data Management Challenges
SGCI Science Gateways: Addressing Data Management Challenges
 
Rammeverk: A code for an internationally integrated production system web
Rammeverk: A code for an internationally integrated production system webRammeverk: A code for an internationally integrated production system web
Rammeverk: A code for an internationally integrated production system web
 

Semelhante a Dr Masood Ahmed and Alan Davies - ECO 17: Transforming care through digital health

Data science and ethics in fundraising
Data science and ethics in fundraisingData science and ethics in fundraising
Data science and ethics in fundraisingJames Orton
 
Big Data & Marketing Analytics - How to Use Available Data, and How to Prepar...
Big Data & Marketing Analytics - How to Use Available Data, and How to Prepar...Big Data & Marketing Analytics - How to Use Available Data, and How to Prepar...
Big Data & Marketing Analytics - How to Use Available Data, and How to Prepar...Luciano Pesci, PhD
 
Funding Australias Future - Oppermann_2015
Funding Australias Future - Oppermann_2015Funding Australias Future - Oppermann_2015
Funding Australias Future - Oppermann_2015Ian Oppermann
 
Framework for open data and impacts in agriculture and nutrition
Framework for open data and impacts in agriculture and nutritionFramework for open data and impacts in agriculture and nutrition
Framework for open data and impacts in agriculture and nutritiongodanSec
 
Building Digital Trust : The role of data ethics in the digital age
Building Digital Trust: The role of data ethics in the digital ageBuilding Digital Trust: The role of data ethics in the digital age
Building Digital Trust : The role of data ethics in the digital ageAccenture Technology
 
Health information professionals and Artificial Intelligence
Health information professionals and Artificial IntelligenceHealth information professionals and Artificial Intelligence
Health information professionals and Artificial Intelligencecoxamcoxam
 
Dashboards are Dumb Data - Why Smart Analytics Will Kill Your KPIs
Dashboards are Dumb Data - Why Smart Analytics Will Kill Your KPIsDashboards are Dumb Data - Why Smart Analytics Will Kill Your KPIs
Dashboards are Dumb Data - Why Smart Analytics Will Kill Your KPIsLuciano Pesci, PhD
 
How to Create a Big Data Culture in Pharma
How to Create a Big Data Culture in PharmaHow to Create a Big Data Culture in Pharma
How to Create a Big Data Culture in PharmaChris Waller
 
Big Data & Business Analytics: Understanding the Marketspace
Big Data & Business Analytics: Understanding the MarketspaceBig Data & Business Analytics: Understanding the Marketspace
Big Data & Business Analytics: Understanding the MarketspaceBala Iyer
 
Social Media in the Work Place
Social Media in the Work PlaceSocial Media in the Work Place
Social Media in the Work Placebrandextract
 
Hunter Cattle Company - Internal Research Plan
Hunter Cattle Company - Internal Research PlanHunter Cattle Company - Internal Research Plan
Hunter Cattle Company - Internal Research PlanLauren Peters
 
The Why And How Of Machine Learning And AI: An Implementation Guide For Healt...
The Why And How Of Machine Learning And AI: An Implementation Guide For Healt...The Why And How Of Machine Learning And AI: An Implementation Guide For Healt...
The Why And How Of Machine Learning And AI: An Implementation Guide For Healt...Health Catalyst
 
Whitepaper: Big Data: Why should enterprises adopt it - Happiest Minds
Whitepaper: Big Data: Why should enterprises adopt it - Happiest MindsWhitepaper: Big Data: Why should enterprises adopt it - Happiest Minds
Whitepaper: Big Data: Why should enterprises adopt it - Happiest MindsHappiest Minds Technologies
 
e-SIDES workshop at BDV Meet-Up, Sofia 14/05/2018
e-SIDES workshop at BDV Meet-Up, Sofia 14/05/2018e-SIDES workshop at BDV Meet-Up, Sofia 14/05/2018
e-SIDES workshop at BDV Meet-Up, Sofia 14/05/2018e-SIDES.eu
 
Data ecosystems: turning data into public value
Data ecosystems:  turning data into public valueData ecosystems:  turning data into public value
Data ecosystems: turning data into public valueSlim Turki, Dr.
 

Semelhante a Dr Masood Ahmed and Alan Davies - ECO 17: Transforming care through digital health (20)

Data science and ethics in fundraising
Data science and ethics in fundraisingData science and ethics in fundraising
Data science and ethics in fundraising
 
Big Data & Marketing Analytics - How to Use Available Data, and How to Prepar...
Big Data & Marketing Analytics - How to Use Available Data, and How to Prepar...Big Data & Marketing Analytics - How to Use Available Data, and How to Prepar...
Big Data & Marketing Analytics - How to Use Available Data, and How to Prepar...
 
Data Analytics Ethics: Issues and Questions (Arnie Aronoff, Ph.D.)
Data Analytics Ethics: Issues and Questions (Arnie Aronoff, Ph.D.)Data Analytics Ethics: Issues and Questions (Arnie Aronoff, Ph.D.)
Data Analytics Ethics: Issues and Questions (Arnie Aronoff, Ph.D.)
 
Funding Australias Future - Oppermann_2015
Funding Australias Future - Oppermann_2015Funding Australias Future - Oppermann_2015
Funding Australias Future - Oppermann_2015
 
Framework for open data and impacts in agriculture and nutrition
Framework for open data and impacts in agriculture and nutritionFramework for open data and impacts in agriculture and nutrition
Framework for open data and impacts in agriculture and nutrition
 
Building Digital Trust : The role of data ethics in the digital age
Building Digital Trust: The role of data ethics in the digital ageBuilding Digital Trust: The role of data ethics in the digital age
Building Digital Trust : The role of data ethics in the digital age
 
Health information professionals and Artificial Intelligence
Health information professionals and Artificial IntelligenceHealth information professionals and Artificial Intelligence
Health information professionals and Artificial Intelligence
 
AI Ethics Workshop Summary Report
AI Ethics Workshop Summary Report AI Ethics Workshop Summary Report
AI Ethics Workshop Summary Report
 
Dashboards are Dumb Data - Why Smart Analytics Will Kill Your KPIs
Dashboards are Dumb Data - Why Smart Analytics Will Kill Your KPIsDashboards are Dumb Data - Why Smart Analytics Will Kill Your KPIs
Dashboards are Dumb Data - Why Smart Analytics Will Kill Your KPIs
 
How to Create a Big Data Culture in Pharma
How to Create a Big Data Culture in PharmaHow to Create a Big Data Culture in Pharma
How to Create a Big Data Culture in Pharma
 
Big Data & Business Analytics: Understanding the Marketspace
Big Data & Business Analytics: Understanding the MarketspaceBig Data & Business Analytics: Understanding the Marketspace
Big Data & Business Analytics: Understanding the Marketspace
 
2015 Houston CHIME Lead Forum
2015 Houston CHIME Lead Forum2015 Houston CHIME Lead Forum
2015 Houston CHIME Lead Forum
 
BIG-DATAPPTFINAL.ppt
BIG-DATAPPTFINAL.pptBIG-DATAPPTFINAL.ppt
BIG-DATAPPTFINAL.ppt
 
Social Media in the Work Place
Social Media in the Work PlaceSocial Media in the Work Place
Social Media in the Work Place
 
Hunter Cattle Company - Internal Research Plan
Hunter Cattle Company - Internal Research PlanHunter Cattle Company - Internal Research Plan
Hunter Cattle Company - Internal Research Plan
 
The Why And How Of Machine Learning And AI: An Implementation Guide For Healt...
The Why And How Of Machine Learning And AI: An Implementation Guide For Healt...The Why And How Of Machine Learning And AI: An Implementation Guide For Healt...
The Why And How Of Machine Learning And AI: An Implementation Guide For Healt...
 
Whitepaper: Big Data: Why should enterprises adopt it - Happiest Minds
Whitepaper: Big Data: Why should enterprises adopt it - Happiest MindsWhitepaper: Big Data: Why should enterprises adopt it - Happiest Minds
Whitepaper: Big Data: Why should enterprises adopt it - Happiest Minds
 
e-SIDES workshop at BDV Meet-Up, Sofia 14/05/2018
e-SIDES workshop at BDV Meet-Up, Sofia 14/05/2018e-SIDES workshop at BDV Meet-Up, Sofia 14/05/2018
e-SIDES workshop at BDV Meet-Up, Sofia 14/05/2018
 
Data ecosystems: turning data into public value
Data ecosystems:  turning data into public valueData ecosystems:  turning data into public value
Data ecosystems: turning data into public value
 
BIG DATA.ppt
BIG DATA.pptBIG DATA.ppt
BIG DATA.ppt
 

Mais de Innovation Agency

Targeting lipids: a primary and secondary care perspective
Targeting lipids: a primary and secondary care perspectiveTargeting lipids: a primary and secondary care perspective
Targeting lipids: a primary and secondary care perspectiveInnovation Agency
 
Supporting the optimal detection and management of BP in Primary Care
Supporting the optimal detection and management of BP in Primary CareSupporting the optimal detection and management of BP in Primary Care
Supporting the optimal detection and management of BP in Primary CareInnovation Agency
 
Proactive team approach to Multimorbidity
Proactive team approach to MultimorbidityProactive team approach to Multimorbidity
Proactive team approach to MultimorbidityInnovation Agency
 
Introduction to Supporting recovery in Primary Care using Proactive Framework...
Introduction to Supporting recovery in Primary Care using Proactive Framework...Introduction to Supporting recovery in Primary Care using Proactive Framework...
Introduction to Supporting recovery in Primary Care using Proactive Framework...Innovation Agency
 
Excel in Health Series - Introduction to Data
Excel in Health Series - Introduction to DataExcel in Health Series - Introduction to Data
Excel in Health Series - Introduction to DataInnovation Agency
 
Excel in Health: Understanding the NHS Landscape
Excel in Health: Understanding the NHS LandscapeExcel in Health: Understanding the NHS Landscape
Excel in Health: Understanding the NHS LandscapeInnovation Agency
 
Developing Effective Remote Consultations in Outpatients webinar
Developing Effective Remote Consultations in Outpatients webinarDeveloping Effective Remote Consultations in Outpatients webinar
Developing Effective Remote Consultations in Outpatients webinarInnovation Agency
 
LCR and Cheshire and Merseyside Health MATTERS networking event
LCR and Cheshire and Merseyside Health MATTERS networking eventLCR and Cheshire and Merseyside Health MATTERS networking event
LCR and Cheshire and Merseyside Health MATTERS networking eventInnovation Agency
 
Responding to Non COVID-19: Identification of deterioration in children
Responding to Non COVID-19: Identification of deterioration in childrenResponding to Non COVID-19: Identification of deterioration in children
Responding to Non COVID-19: Identification of deterioration in childrenInnovation Agency
 
Lancashire Health Matters: networking and knowledge event
Lancashire Health Matters: networking and knowledge eventLancashire Health Matters: networking and knowledge event
Lancashire Health Matters: networking and knowledge eventInnovation Agency
 
Excel in Health webinar series: The NHS landscape
Excel in Health webinar series:  The NHS landscapeExcel in Health webinar series:  The NHS landscape
Excel in Health webinar series: The NHS landscapeInnovation Agency
 
Innovation Scouts: Pace into innovation webinar
Innovation Scouts: Pace into innovation webinarInnovation Scouts: Pace into innovation webinar
Innovation Scouts: Pace into innovation webinarInnovation Agency
 
Innovation Scouts: Barriers to information sharing webinar
Innovation Scouts: Barriers to information sharing webinarInnovation Scouts: Barriers to information sharing webinar
Innovation Scouts: Barriers to information sharing webinarInnovation Agency
 
Exploring Virtual Collaboration: Adapting Tools
Exploring Virtual Collaboration: Adapting ToolsExploring Virtual Collaboration: Adapting Tools
Exploring Virtual Collaboration: Adapting ToolsInnovation Agency
 
Exploring Virtual Collaboration: Zoom
Exploring Virtual Collaboration: ZoomExploring Virtual Collaboration: Zoom
Exploring Virtual Collaboration: ZoomInnovation Agency
 
Exploring Virtual Collaboration: Microsoft Teams
Exploring Virtual Collaboration: Microsoft TeamsExploring Virtual Collaboration: Microsoft Teams
Exploring Virtual Collaboration: Microsoft TeamsInnovation Agency
 
Restorative Practice and Community Circles
Restorative Practice and Community CirclesRestorative Practice and Community Circles
Restorative Practice and Community CirclesInnovation Agency
 
Restorative Practices and Community Circles
Restorative Practices and Community Circles Restorative Practices and Community Circles
Restorative Practices and Community Circles Innovation Agency
 
Innovation Scouts: Patient Education Webinar
Innovation Scouts: Patient Education WebinarInnovation Scouts: Patient Education Webinar
Innovation Scouts: Patient Education WebinarInnovation Agency
 

Mais de Innovation Agency (20)

Statins: Friend or foe?
Statins: Friend or foe?Statins: Friend or foe?
Statins: Friend or foe?
 
Targeting lipids: a primary and secondary care perspective
Targeting lipids: a primary and secondary care perspectiveTargeting lipids: a primary and secondary care perspective
Targeting lipids: a primary and secondary care perspective
 
Supporting the optimal detection and management of BP in Primary Care
Supporting the optimal detection and management of BP in Primary CareSupporting the optimal detection and management of BP in Primary Care
Supporting the optimal detection and management of BP in Primary Care
 
Proactive team approach to Multimorbidity
Proactive team approach to MultimorbidityProactive team approach to Multimorbidity
Proactive team approach to Multimorbidity
 
Introduction to Supporting recovery in Primary Care using Proactive Framework...
Introduction to Supporting recovery in Primary Care using Proactive Framework...Introduction to Supporting recovery in Primary Care using Proactive Framework...
Introduction to Supporting recovery in Primary Care using Proactive Framework...
 
Excel in Health Series - Introduction to Data
Excel in Health Series - Introduction to DataExcel in Health Series - Introduction to Data
Excel in Health Series - Introduction to Data
 
Excel in Health: Understanding the NHS Landscape
Excel in Health: Understanding the NHS LandscapeExcel in Health: Understanding the NHS Landscape
Excel in Health: Understanding the NHS Landscape
 
Developing Effective Remote Consultations in Outpatients webinar
Developing Effective Remote Consultations in Outpatients webinarDeveloping Effective Remote Consultations in Outpatients webinar
Developing Effective Remote Consultations in Outpatients webinar
 
LCR and Cheshire and Merseyside Health MATTERS networking event
LCR and Cheshire and Merseyside Health MATTERS networking eventLCR and Cheshire and Merseyside Health MATTERS networking event
LCR and Cheshire and Merseyside Health MATTERS networking event
 
Responding to Non COVID-19: Identification of deterioration in children
Responding to Non COVID-19: Identification of deterioration in childrenResponding to Non COVID-19: Identification of deterioration in children
Responding to Non COVID-19: Identification of deterioration in children
 
Lancashire Health Matters: networking and knowledge event
Lancashire Health Matters: networking and knowledge eventLancashire Health Matters: networking and knowledge event
Lancashire Health Matters: networking and knowledge event
 
Excel in Health webinar series: The NHS landscape
Excel in Health webinar series:  The NHS landscapeExcel in Health webinar series:  The NHS landscape
Excel in Health webinar series: The NHS landscape
 
Innovation Scouts: Pace into innovation webinar
Innovation Scouts: Pace into innovation webinarInnovation Scouts: Pace into innovation webinar
Innovation Scouts: Pace into innovation webinar
 
Innovation Scouts: Barriers to information sharing webinar
Innovation Scouts: Barriers to information sharing webinarInnovation Scouts: Barriers to information sharing webinar
Innovation Scouts: Barriers to information sharing webinar
 
Exploring Virtual Collaboration: Adapting Tools
Exploring Virtual Collaboration: Adapting ToolsExploring Virtual Collaboration: Adapting Tools
Exploring Virtual Collaboration: Adapting Tools
 
Exploring Virtual Collaboration: Zoom
Exploring Virtual Collaboration: ZoomExploring Virtual Collaboration: Zoom
Exploring Virtual Collaboration: Zoom
 
Exploring Virtual Collaboration: Microsoft Teams
Exploring Virtual Collaboration: Microsoft TeamsExploring Virtual Collaboration: Microsoft Teams
Exploring Virtual Collaboration: Microsoft Teams
 
Restorative Practice and Community Circles
Restorative Practice and Community CirclesRestorative Practice and Community Circles
Restorative Practice and Community Circles
 
Restorative Practices and Community Circles
Restorative Practices and Community Circles Restorative Practices and Community Circles
Restorative Practices and Community Circles
 
Innovation Scouts: Patient Education Webinar
Innovation Scouts: Patient Education WebinarInnovation Scouts: Patient Education Webinar
Innovation Scouts: Patient Education Webinar
 

Último

Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...parulsinha
 
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...parulsinha
 
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...parulsinha
 
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 in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426jennyeacort
 
Call Girls Madurai Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Madurai Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Madurai Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Madurai Just Call 9630942363 Top Class Call Girl Service AvailableGENUINE ESCORT AGENCY
 
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...parulsinha
 
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service AvailableCall Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service AvailableJanvi Singh
 
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappMost Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappInaaya Sharma
 
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Amritsar Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Amritsar Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Amritsar Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Amritsar Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...
Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...
Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...parulsinha
 
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...karishmasinghjnh
 
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...GENUINE ESCORT AGENCY
 
💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...
💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...
💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...Sheetaleventcompany
 
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls ServiceGENUINE ESCORT AGENCY
 
Call Girls Mysore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mysore Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Mysore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mysore Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 

Último (20)

Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
 
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
 
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
 
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 in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
 
Call Girls Madurai Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Madurai Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Madurai Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Madurai Just Call 9630942363 Top Class Call Girl Service Available
 
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
 
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
 
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service AvailableCall Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
 
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappMost Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
 
Call Girls in Gagan Vihar (delhi) call me [🔝 9953056974 🔝] escort service 24X7
Call Girls in Gagan Vihar (delhi) call me [🔝  9953056974 🔝] escort service 24X7Call Girls in Gagan Vihar (delhi) call me [🔝  9953056974 🔝] escort service 24X7
Call Girls in Gagan Vihar (delhi) call me [🔝 9953056974 🔝] escort service 24X7
 
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
 
Call Girls Amritsar Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Amritsar Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Amritsar Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Amritsar Just Call 8250077686 Top Class Call Girl Service Available
 
Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...
Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...
Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...
 
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
 
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
 
💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...
💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...
💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...
 
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
 
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
 
Call Girls Mysore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mysore Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Mysore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mysore Just Call 8250077686 Top Class Call Girl Service Available
 

Dr Masood Ahmed and Alan Davies - ECO 17: Transforming care through digital health

  • 1. Isn’t it all hype? @Doctor_Masood @DHealthLDN
  • 2. What could go wrong? • Game Theory – the infinite game… • Risk homeostasis • Pablo Garcia • Commission vs. Omission • Acting in error vs. failing to act @Doctor_Masood @DHealthLDN
  • 3. “ “ Matt Hancock Secretary of State Department of Health And Social Care Lord O’Shaunessy Parliamentary Under Secretary State Department of Health and Social Care A collaborative approach is important; no single partner in this endeavour has a monopoly on wisdom about what will work. By working together we will be able to explore all potential avenues of opportunity.
  • 5. Key areas where AI is delivering impact
  • 6. Linking in work with the Code of Conduct: Principles & Commitments Commitments 1. Simplifying the regulatory and funding landscape 2. Creating an environment that enables experimentation 3. Encouraging the system to adopt innovation 4. Improving interoperability and openness 5. Listening to our users Principles 1.Define the user 2.Define the value proposition 3.Be fair, transparent and accountable about what data is being used 4.Use data that is proportionate to the identified user need 5.Make use of open standards 6.Be transparent to the limitations of the data used 7.Make security integral to the design 8.Define the commercial strategy 9.Show evidence of effectiveness for the intended use 10.Show the type of algorithm being developed or deployed, the evidence base for using that algorithm, how performance will be monitored on an ongoing basis and how performance will be validated
  • 7. Your input wanted: next phase of the Map and Report Let’s use AI to map AI! Discussion – What to map / Why, e.g. support ecosystem partners to: • Take better decisions o Breakthrough innovations / highly cited papers o Overlay w population needs, resources • Identify/match resources, e.g.: • Funding • Infrastructure • Data sets / open standards • People with experience / skill sets / interest • Evidence-based solutions • Support policy makers, e.g.: • Implement Code of Conduct, Topol • Map what’s happening! Stories • OLS (support start ups) • NHS Digital • Specific policy: open health and care What are the potential partnership or sponsor opportunities? How to work together as a Digital and AI INN on this?

Notas do Editor

  1. In the private market, healthcare AI startups have raised $4.3B across 576 deals since 2013, topping all other industries in AI deal activity. Well over 1 billion in 2018
  2. theory of risk homeostasis, first proposed by the Dutch psychologist Gerald Wilde in the 1980s. The theory draws on the observation that when an activity is made safer, the rate of accidents often remains the same.  Over-trust in an imperfect automated system leads to two specific types of errors: errors of commission and errors of omission. Errors of commission occur when a person acts erroneously, and errors of omission occur when the person fails to act when they should have
  3. The survey took place in the spring and summer of 2018 to help map the solutions that currently exist in healthcare, to form a better understanding of the AI landscape, to create a ‘go to’ directory of AI for health and social care, and to inform policy development. There was also a thought leadership survey and the findings are included in the content of the report. Following the survey, an interactive map was devised which demonstrates where AI exists and where the compelling cases are to use it within healthcare. The Department of Health and Social Care, NHS England and NHS Digital have been working in collaboration with The AHSN Network to create the report. Matt Hancock, Secretary of State for Department of Health and Social Care, and Lord O'Shaughnessy, Parliamentary Under Secretary of State for Department of Health and Social Care, have authored the report’s foreword.