Cognitive data science, artificial intelligence and big data in

”Cognitive data science, artificial
intelligence and big data in health”
Strategic Research Agenda preparation
Ilkka Korhonen, Jari Ahola, Tua Huomo
20-24.3.2017
HS 23.3.2017
31/03/2017
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Call for participation
Boosting health and wellness research and global business with Artificial
Intelligence in Finland
§ TEKES has setup a coordination and collaboration project which
targets to define a strategic research agenda (SRA) to promote
research, development and use of artificial intelligence, cognitive
computing, and big data in health and wellness research and
business
§ Project will organize open workshops in Espoo, Oulu, Tampere, Turku
and Jyväskylä.
§ Ecosystem feedback and interest
§ Need for SRA
§ Focus and areas of SRA
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Economic growth and benefits
Requires new skills and jobs
Replaces especially jobs with
low demand for skills
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Invest in AI
Educate
Prepare for job market reform
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Way Forward (Team Finland)
– Executive Summary of Health Care Challenges
31.3.2017
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Way Forward (Team Finland)
– Strengts of Finnish Health Ecosystem
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IBM Research, Finland
August 2016
Data Driven Health Analytics
Affinity
(Retail)
HR
Predictive Modeling
Diagnosis
Cost
Patient Similarity
Genomic
data
Medication
Diet
Diagnostics
Physical
Activities
Disease Progression
Modeling
Social
Interaction
Lab
Clinical
notes
Contextual & Behavioral
Modeling
Causal inference
Vital Signs
Visualization &
Decision Support
Knowledge Sources:
Academic Research, Pharma studies, Governmental resources, more
Data from Health Ecosystem
Translational Informatics
Population Risk and
Utilization Analysis
Analytics Resources
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SRA topics (for discussion)
§ Big themes:
§ Big data – access to large scale multidimensional biological, health and wellness
(consumer generated) data
§ Progress in cognitive computing, artificial intelligence, machine learning
§ Data analysis, personalized medicine, decision support etc
§ Health care process optimization
§ Service automation in health and social care
§ Key questions to address
§
§
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§
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What opportunities for research, new products and new services does this offer?
Who are the key beneficiaries and stakeholders? What is the ecosystem?
What kind of collaboration models and funding would be needed / critical?
What is needed (competence, investment, work)?
Key boundary conditions which need to be recognized and managed (legal, ethical,
organizational, national, etc)?
§ Sizing of the opportunities and investment needs
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Foreseen action portfolio
§ Tekes funded projects such as research oriented, applied R&D,
SME/Start-up accelerator & GoTo Market support etc.
§ Infrastructure projects
§ PPP models
§ Collaboration activities and other funding sources (such as EIT
Digital Health action line, BDVA PPP, H2020)
§ Education (Research exchange, Universities, etc.)
§ Marketing and communication (seminars, workshops, etc.)
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Ohjelma / Oulu 20.3.
12:30
13:00
13:15
14:00
14:15
15:30
15:45
16:00
31/03/2017
Ilmoittautuminen ja kahvi
Avaus ja SRA lähtökohdat ja prosessi / Ilkka Korhonen, VTT
Collaboration for intelligent technologies and healthcare solutions,
Hanna Viertiö-Oja, GE Healthcare
Johdanto ryhmätyöhön / Marja Harjumaa and Arto Wallin, VTT
SRA ryhmätyö
Ryhmätyön purku / Marja Harjumaa & Arto Wallin
Johtopäätökset ja SRA valmistelun jatko / Ilkka Korhonen, VTT
Tilaisuus päättyy
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Ohjelma / Jyväskylä 21.3.
8:30
9:00
9:15
10:00
10:15
11:30
11:45
12:00
31/03/2017
Ilmoittautuminen ja kahvi
Avaus ja SRA lähtökohdat ja prosessi / Ilkka Korhonen, VTT
Isojen potilastietoaineistojen käyttö terveydenhuollossa –
mahdollisuudet ja haasteet, Juha Kinnunen, KSSHP
Johdanto ryhmätyöhön / Marja Harjumaa and Arto Wallin, VTT
SRA ryhmätyö
Ryhmätyön purku / Marja Harjumaa & Arto Wallin
Johtopäätökset ja SRA valmistelun jatko / Ilkka Korhonen
Tilaisuus päättyy
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Ohjelma / Tampere 22.3.
8:30
9:00
9:15
10:00
10:15
11:30
11:45
12:00
31/03/2017
Ilmoittautuminen ja kahvi
Avaus ja SRA lähtökohdat ja prosessi / Ilkka Korhonen, VTT
Koneoppiminen kliinisen päätöksenteon tukena
Jyrki Lötjönen, Combinostics
Johdanto ryhmätyöhön / Marja Harjumaa and Arto Wallin, VTT
SRA ryhmätyö
Ryhmätyön purku / Marja Harjumaa & Arto Wallin
Johtopäätökset ja SRA valmistelun jatko / Ilkka Korhonen
Tilaisuus päättyy
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Ohjelma / Turku 23.3.
8:30
9:00
Ilmoittautuminen ja kahvi
Avaus ja SRA lähtökohdat ja prosessi / Ilkka Korhonen, VTT
9:15
Unique Finnish Innovation Ecosystem for Health
- Industrial ViewJani Kivioja, Nokia
10:00
10:15
11:30
11:45
12:00
Johdanto ryhmätyöhön / Marja Harjumaa and Arto Wallin, VTT
SRA ryhmätyö
Ryhmätyön purku / Marja Harjumaa & Arto Wallin
Johtopäätökset ja SRA valmistelun jatko / Ilkka Korhonen
Tilaisuus päättyy
31/03/2017
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Ohjelma / Espoo 24.3.
8:30
9:00
9:15
10:00
10:15
11:30
11:45
12:00
31/03/2017
Ilmoittautuminen ja kahvi
Avaus ja SRA lähtökohdat ja prosessi / Ilkka Korhonen, VTT
Terveydenhuollon big datasta kasvubisnestä! Matti Ristimäki, Tieto
Johdanto ryhmätyöhön / Marja Harjumaa and Arto Wallin, VTT
SRA ryhmätyö
Ryhmätyön purku / Marja Harjumaa & Arto Wallin
Johtopäätökset ja SRA valmistelun jatko / Ilkka Korhonen
Tilaisuus päättyy
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SRA process
SRA process
§ The SRA work is done in collaboration with Finnish industry, public (hospitals, biobanks, etc.) and
research as well as with key international players.
§ Phase 1: Plan and communicate (17.3.)
§ Define SRA process, goals and tentative topics. Plan is done in collaboration with key industry/public/research
participants (Finnish, international).
§ Result: draft SRA outline (PPT) and SRA work process
§ Phase 2: Open SRA workshops (31.3.)
§ Organise SRA workshops (5) in different cities (Helsinki, Tampere, Turku, Oulu, Jyväskylä) & other meetings
and workshops, Workshop facilitators (4) and coordinators from VTT.
§ Result: draft SRA (PPT) with ecosystem input (business opportunities, key ecosystem players, key research
needs and themes, targets)
§ Phase 3: SRA outline, first draft (17.4.)
§ Write first version of Kalewa SRA I, comments together with core writing team (VTT + other key
stakeholders)
§ Result: draft SRA (word) document
§ Phase 4: SRA finalization (28.4.)
§ SRA plan communication and refinement with international and domestic partners and key stakeholders.
Finalisation of the SRA document
§ Result: final SRA document (word)
§ Phase 5: SRA I presentation (31.5.)
§ Presentation of the SRA for key stakeholders and decision makers. Iteration based on feedback as necessary.
31/03/2017§ Result: completed work
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WS input
Background work
SRA ”table of contents”
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§ Global challenges and trends in health, health care, health technology
and artificial intelligence
§ Finland’s position and strengths
§ Opportunity from digital health data
§ Description of the global state of the art and competitive landscape vs
positioning Finland in these
§ Research
§ Business
§ Funding programmes
§ Key breakthrough targets (excellence – where are our globally
competitive strengts as an ecosystem)
§ Business opportunities (impact – how do we create jobs, increased
exports and revenues, and better health with sustainable costs)
§ Main research themes, goals and expected results
§ Collaboration models and action portfolio
§ Research methods – examples of breakthrough topics
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What next
§ This week: complete workshops
§ By 31.3.
§ translate WS outcomes and background info into summary presentation of
the SRA
§ Form committed core SRA writing team (max 10)
§ By 17.4.
§ Draft SRA document for comments
§ By 28.4.
§ Full SRA
If you are interested and committed to contribute: send an email to
[email protected] and volunteer!
§ Note: max 10 can be included (balanced representation)
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We make it happen
We make it happen!
#VTTpeople
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