Dr Masood Ahmed and Alan Davies - ECO 17: Transforming care through digital health
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Presentation by Dr Masood Ahmed, Advisor, Digital Health London and Alan Davies, Director of Digital Health, Innovation Agency: Getting AI into practice in the NHS at ECO 17: Transforming care through digital health on Tuesday 4 December at Lancaster University, Lancaster
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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?
Editor's Notes
- 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
- 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
- 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.