Identifying Opportunities for AI applications in Healthcare : Renewing the National Healthcare and Social Services
Tyrväinen, P., Silvennoinen, M., Talvitie-Lamberg, K., Ala-Kitula, A., & Kuoremäki, R. (2018). Identifying Opportunities for AI applications in Healthcare : Renewing the National Healthcare and Social Services. In J. L. Vilaça, T. Grechenig, D. Duque, N. Rodrigues, & N. Dias (Eds.), SeGAH 2018 : Proceedings of the 6th IEEE International Conference on Serious Games and Applications for Health (pp. 1-7). IEEE. https://doi.org/10.1109/SeGAH.2018.8401381
Authors
Date
2018Copyright
© IEEE, 2018.
A vast variety of artificial intelligence techniques
have been deployed to specific healthcare problems during the
last thirty years with varying levels of success while there is a
shortage of systematic matching of AI capabilities with the
breadth of application opportunities. In this paper, we describe
the process of identifying opportunities for deploying artificial
intelligence to healthcare and social services on regional and
national levels in Finland. The project involved a large number of
stakeholders from a variety of backgrounds ranging from
governmental agencies to entrepreneurs. The process described
includes idea generation of an application or solution and its
elaboration in workshops using a design thinking method. The
resulting idea pool was filtered down to 34 best use case
descriptions, which went through an architectural design process
identifying AI capabilities needed in the components of these
designs reported in this paper. The potential ones of the use cases
were selected for prototype development. The subsequent steps in
the process include feasibility prototypes and evaluation of the
economic and business value of the solutions and applications.
...
Publisher
IEEEParent publication ISBN
978-1-5386-6298-4Conference
International Conference on Serious Games and Applications for HealthIs part of publication
SeGAH 2018 : Proceedings of the 6th IEEE International Conference on Serious Games and Applications for HealthKeywords
Publication in research information system
https://converis.jyu.fi/converis/portal/detail/Publication/28097956
Metadata
Show full item recordCollections
License
Related items
Showing items with similar title or keywords.
-
IBM-teknologioiden hyödyntäminen terveydenhuollossa
Vähäkainu, Petri; Neittaanmäki, Pekka (Jyväskylän yliopisto, 2018) -
Developing Solutions For Healthcare : Deploying Artificial Intelligence to an Evolving Target
Ala-Kitula, Anniina; Talvitie-Lamberg, Karoliina; Tyrväinen, Pasi; Silvennoinen, Minna (IEEE Computer Society, 2017)—The pace of deploying artificial intelligence (AI) techniques to healthcare has been speeding up. Many of the initiatives have been technology driven aiming at finding problems matching the new technology while systematic, ... -
Identifying relevant segments of AI applications adopters : Expanding the UTAUT2’s variables
Cabrera-Sánchez, Juan-Pedro; Villarejo-Ramos, Ángel F.; Liébana-Cabanillas, Francisco; Shaikh, Aijaz A. (Elsevier, 2021)Artificial intelligence (AI) is a future-defining technology, and AI applications are becoming mainstream in the developed world. Many consumers are adopting and using AI-based apps, devices, and services in their everyday ... -
Continuing professional development among social‐ and health‐care educators
Koskimäki, Minna; Lähteenmäki, Marja‐Leena; Mikkonen, Kristina; Kääriäinen, Maria; Koskinen, Camilla; Mäki‐Hakola, Hanne; Sjögren, Tuulikki; Koivula, Meeri (Wiley-Blackwell; Nordic College of Caring Science, 2021)Future social‐ and health‐care educators will be required to have versatile competence in educating professionals that reflects both the constantly changing health‐care environment and delivery of high‐quality patient care. ... -
Evolutionary Algorithms and Metaheuristics : Applications in Engineering Design and Optimization
Greiner, David; Periaux, Jacques; Quagliarella, Domenico; Magalhaes-Mendes, Jorge; Galván, Blas (Hindawi Publishing Corporation, 2018)