An Inspirational Map West Sweden Artificial Intelligence An - - PowerPoint PPT Presentation
West Sweden Artificial Intelligence An Inspirational Map West Sweden Artificial Intelligence An Inspiration Introduction sa Lindstrm, Sahlgrenska Science Park Erik Behm, Business Region Gteborg Inspirational Map of Big Data,
West Sweden – Artificial Intelligence – An Inspiration
Introduction Åsa Lindström, Sahlgrenska Science Park Erik Behm, Business Region Göteborg Inspirational Map of Big Data, Machine Learning & AI Johan Hogsved, haw & co Inspirational Map of AI in Life Science Petra Apell, Aproficio AB The Map Selected Industries, Companies & Actors Next Steps
Disclosures Petra Apell Disclosures Johan Hogsved
20 years of experience in combining Tech, Business & Leadership. M.Sc. Engineering Physics, B.Sc. Business Administration. I run a company in IT-development & management consulting and a startup in robotic automation. Working as a consultant for Business Region Göteborg. 26 years of experience from Pharma, MedTech & BioTech. M.Sc Chemistry, Gothenburg University. PhD student, Chalmers University of Technology.
Serial entrepreneur. Current ventures: 10MD and Aproficio. AI experience is somewhat limited. Extensive experience from applying new technologies, e.g. eHealth and Virtual Reality, in medical applications. Working as a consultant for Sahlgrenska Science Park.
The Mission
Create an map featuring West Sweden actors in the Big Data, Machine Learning & AI arena ”Is it possible to find 100 companies and
Definitions used here
Big Data: The use of predictive analytics, user behavior analytics, or certain other advanced data analytics methods that extract value from data. Machine Learning: A field of computer science that gives computers the ability to learn without being explicitly programmed. Artificial Intelligence: When a machine mimics "cognitive" functions that humans associate with
"problem solving”.
What we laughed at in 2014…
Where we are today…
Transport & Automotive Internet & Security Financial & ERP
Applications (verticals) Partners BIG DATA, MACHINE LEARNING & AI INSPIRATIONAL MAP – WEST SWEDEN 2018
Research & Education Incubators & Arenas Service Life Science Other verticals
Volvo Cars - Innovation in Transportation
Volvo Trucks - Innovation in Transportation
For Volvo Cars, technology should make people’s lives
approach to autonomous driving is all about the people that will use them. Our future cars will be able to navigate without human input, equipped with sensors that read the surroundings, adapting to changing traffic conditions. ”Our work is about where the technology meets the customer benefit. As a starting point, we look at the demands put on customers by their
difficult, repetitive and time- consuming tasks easier for all concerned.” Hayder Wokil Autonomous & Automated Driving Director, Volvo Truck Our company originates from the safety leaders of the automotive industry. We are young as a company but
robust industrial automotive solutions. We have a unique skillset from Tier 1 and OEM domain knowledge. All the way from sensors to vehicle control. We have joined forces to create an independent company offering our passion, technology, and solutions.
AI LANDSCAPE – TRANSPORT & AUTOMOTIVE
Veoneer’s ambition is to be a leading system supplier for ADAS and autonomous driving as well as a market leader in automotive safety electronics products. Veoneer has the world’s broadest automotive safety product portfolio, comprised of state-of- the-art active safety systems, restraint control systems, and brake systems.
Recorded Future - Innovation in Cyber Security
You need more than just internal network data to uncover evolving and stealthy threats. We believe machine learning combined with human expertise is unrivaled at scaling the delivery of contextualized threat intelligence. ”The world’s premier platform for accumulating knowledge and building intelligence” A revolutionary, open and modular digital investigation software used by national security, defense and law enforcement agencies around the world. Halon consists of a dedicated team of doers. Together we have set out to change the landscape of email technology, by enabling service providers to tailor their perfect email infrastructure.
AI LANDSCAPE – INTERNET & SECURITY
”To err is human, they
business, the goal is a zero fail rate, something nobody comes closer to than Irisity.” Irisity’s solution: To combine Artificial Intelligence and Machine Learning and couple it with vigilant human input.
AI is getting ready for healthcare. But is healthcare ready for AI?
Traditional life science players are active in digitization
Our newly appointed Chief Digital Officer will help us transform our business model using digital technologies. To improve the way we use data in drug discovery and development, engage with patients, doctors and other
Jim Jimenez, CEO Novartis GSK has consistently been active in the digital space, most recently looking to apply AI to drug discovery and medical device mobile apps. The impact of technology on the healthcare industry is accelerating and requires us to rethink our approach. Emma Walmsley, CEO GSK Through advanced tools like machine learning, we can understand which individualized therapies will be the most effective for improving quality of life, reducing healthcare costs, and preventing relapse and remission in specific segments of the population—all the way down to individualized care. Stuart McGuigan, CIO, J&J
AI can create value across the value chain
R&D
Product & service
User experience
Approach to analyzing AI adoption levels in West Sweden
Main purpose Identify companies that address AI opportunities or apply AI technologies. Secondary purpose Catalyse the continued development of AI related life science projects. Methods Sources: www, innovation system, funding agencies, EU applications, network, virtual communities, public reports, newspapers, etc. Interviews: 10 senior developers and managers. Adoption level: 1 = Corporate strategy to address AI opportunities. 3 = Partial AI adopters or experimenters. 5 = AI adopters with proactive strategy and implemented solutions.
Life Science
NOTE: List may not be complete, new companies are continuously added. List contains companies engaged on different levels.
AI used in a variety of applications across the value chain
11% 16% 11% 13% 38% 11% Drug discovery & design Product / service Diagnostics Education Decision support Patient support
AI adoption level per application
0% 20% 40% 60% 80% 100% Drug discovery & design Product / service Diagnostics Education Decision support Patient support 5 AI adopters with proactive strategy and implemented solutions 3 Partial AI adopters or experimenters 1 Corporate strategy to address AI opportunities
Identified challenges
Peder Svensson, Dir Comp Chem & Biol, CIO Integrative Research Laboratories
Drug discovery – the dominating picture
Binding assays Cell-based assays Ex vivo models Animal models Human pathophysiology In silico drug design. Virtual HTS
Big Data & AI High throughput screening (HTS)
Starting point
ISP - a useful complement in drug discovery
Binding assays Cell-based assays Ex vivo models Animal models Human pathophysiology In silico drug design
Computational modelling at all stages, including AI methods
Computational modelling including AI methods
Support for idea generation, Quantitative Structure-Activity
Relationships (QSAR)
Design of experiments / compound selection Visualization and interpretationof data Systems pharmacological translational modelling using
physiologically relevant, uniform and comparable data of high quality
Artificial arms get closer to the real thing
Integrum has developed new breakthrough technology to connect bionic prostheses to the patient’s bone, nerves, and muscles. Robotic prostheses controlled via implanted neuromuscular interfaces have become a clinical reality thanks to Integrum’s
Founders: Per-Ingvar Brånemark & Richard Brånemark
“We have used osseointegration to create a long-term stable fusion between man and machine” Max Ortiz Catalan, Chalmers University of Technology.
INCREASE VALUE AND LIMIT RISK IN R&D PROJECTS AND PORTFOLIOS
Development Market Launch PROJECT
PORTFOLIO
…
…
…
Design of options & scenarios Quantitative evaluation of value & risk Project/portfolio simulations New insights & new ideas
uncertainties
the financial outcome
improvement are highlighted
Daniel Daetwyler Head Portfolio Management & Global Decision Support
Key findings – life science There are extensive digitization activities and rapid growth across all fields in life science in the region. There are increased understanding of opportunities relating to AI applications in life science and healthcare. There is potential for increased collaborations between companies, regional Academic centers and Healthcare providers.
In the mind of AI savvy individuals…
It is superexciting to work across the fields of medicine, technology and economy to solve the challenges healthcare face today. The buzz around AI has resulted in an increased understanding of the capabilities
That is very helpful. If we can improve compound selection early in the drug discovery phase with the help of AI, we will definitely cut costs! I don´t think that clinicians will be replaced by AI
intelligent tools so they can make even better decisions. I wish more AI developers would choose to work with life science – it´s definitely a growing field!
Change is inevitable. Progress is optional.
Key Findings
Rapid growth in the region Found in almost every vertical Usage of technologies adapted to need The possibilities using the technology increases and the threshold to start gets lower and lower All actors are not world leading in AI – but use it to improve their current business
Internet Incubators & Arenas Internet & Secuity Transport & Automotive Partners Life Science Research & Education Financial & ERP
CONFERENCES & MEETING SPACES
SPREADING THE WORD ➢2018-02-22 Metis Forum – Pre-Hospital ICT Arena ➢2018-04-10 GAIA Machine Learning & Data Science Conference 2018 ➢2018-04-12 Vehicle Electronics & Connected Services – Lindholmen ➢2018-04-23 Foss North ➢2018-04-24 Vitalis 2018 - E-health ➢2018-04-26 MedTech West Workshop – Invitation only ➢2018-05-21 Gothenburg Tech Week ➢2018-05-27 ISCE 2018 – International Conference on Software Engineering ➢2018-05-29 Lindholmen Software Development Day 2018 ➢2018-09-27 Park Annual 2018 – Life Science, incl. Digital Health & MedTech ➢MeetUp Machine Learning & Data Science (GBG)