Cognitive data science, artificial intelligence and big data in health

Transkriptio

1 Cognitive data science, artificial intelligence and big data in health Strategic Research Agenda preparation Ilkka Korhonen, Jari Ahola, Tua Huomo

2 HS /03/2017 2

3 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 31/03/2017 3

4 31/03/2017 4

5 Economic growth and benefits Requires new skills and jobs Replaces especially jobs with low demand for skills Invest in AI Educate Prepare for job market reform 31/03/2017 5

6 Way Forward (Team Finland) Executive Summary of Health Care Challenges

7 Way Forward (Team Finland) Strengts of Finnish Health Ecosystem 31/03/2017 7

8

9 31/03/2017 9

10 31/03/

11 IBM Research, Finland August 2016 Data Driven Health Analytics HR Affinity (Retail) Predictive Modeling Diagnosis Cost Patient Similarity Diet Genomic data Medication Social Interaction Disease Progression Modeling Diagnostics Physical Activities Clinical notes Lab Vital Signs Contextual & Behavioral Modeling Causal inference 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 11

12 31/03/

13 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 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 31/03/

14 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.) 31/03/

15 Ohjelma / Oulu :30 Ilmoittautuminen ja kahvi 13:00 Avaus ja SRA lähtökohdat ja prosessi / Ilkka Korhonen, VTT 13:15 Collaboration for intelligent technologies and healthcare solutions, Hanna Viertiö-Oja, GE Healthcare 14:00 Johdanto ryhmätyöhön / Marja Harjumaa and Arto Wallin, VTT 14:15 SRA ryhmätyö 15:30 Ryhmätyön purku / Marja Harjumaa & Arto Wallin 15:45 Johtopäätökset ja SRA valmistelun jatko / Ilkka Korhonen, VTT 16:00 Tilaisuus päättyy 31/03/

16 Ohjelma / Jyväskylä :30 Ilmoittautuminen ja kahvi 9:00 Avaus ja SRA lähtökohdat ja prosessi / Ilkka Korhonen, VTT 9:15 Isojen potilastietoaineistojen käyttö terveydenhuollossa mahdollisuudet ja haasteet, Juha Kinnunen, KSSHP 10:00 Johdanto ryhmätyöhön / Marja Harjumaa and Arto Wallin, VTT 10:15 SRA ryhmätyö 11:30 Ryhmätyön purku / Marja Harjumaa & Arto Wallin 11:45 Johtopäätökset ja SRA valmistelun jatko / Ilkka Korhonen 12:00 Tilaisuus päättyy 31/03/

17 Ohjelma / Tampere :30 Ilmoittautuminen ja kahvi 9:00 Avaus ja SRA lähtökohdat ja prosessi / Ilkka Korhonen, VTT 9:15 Koneoppiminen kliinisen päätöksenteon tukena Jyrki Lötjönen, Combinostics 10:00 Johdanto ryhmätyöhön / Marja Harjumaa and Arto Wallin, VTT 10:15 SRA ryhmätyö 11:30 Ryhmätyön purku / Marja Harjumaa & Arto Wallin 11:45 Johtopäätökset ja SRA valmistelun jatko / Ilkka Korhonen 12:00 Tilaisuus päättyy 31/03/

18 Ohjelma / Turku :30 Ilmoittautuminen ja kahvi 9:00 Avaus ja SRA lähtökohdat ja prosessi / Ilkka Korhonen, VTT 9:15 Unique Finnish Innovation Ecosystem for Health - Industrial ViewJani Kivioja, Nokia 10:00 Johdanto ryhmätyöhön / Marja Harjumaa and Arto Wallin, VTT 10:15 SRA ryhmätyö 11:30 Ryhmätyön purku / Marja Harjumaa & Arto Wallin 11:45 Johtopäätökset ja SRA valmistelun jatko / Ilkka Korhonen 12:00 Tilaisuus päättyy 31/03/

19 Ohjelma / Espoo :30 Ilmoittautuminen ja kahvi 9:00 Avaus ja SRA lähtökohdat ja prosessi / Ilkka Korhonen, VTT 9:15 Terveydenhuollon big datasta kasvubisnestä! Matti Ristimäki, Tieto 10:00 Johdanto ryhmätyöhön / Marja Harjumaa and Arto Wallin, VTT 10:15 SRA ryhmätyö 11:30 Ryhmätyön purku / Marja Harjumaa & Arto Wallin 11:45 Johtopäätökset ja SRA valmistelun jatko / Ilkka Korhonen 12:00 Tilaisuus päättyy 31/03/

20 SRA process

21 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. Result: completed work 31/03/

22 SRA table of contents WS input Background work 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 31/03/

23 What next This week: complete workshops By translate WS outcomes and background info into summary presentation of the SRA Form committed core SRA writing team (max 10) By Draft SRA document for comments By Full SRA If you are interested and committed to contribute: send an to and volunteer! Note: max 10 can be included (balanced representation) 31/03/

24 We make it happen We make it happen! #VTTpeople 24