Continuous Design Control for Machine Learning in Certified Medical Systems

Autor: Stirbu, Vlad, Granlund, Tuomas, Mikkonen, Tommi

Continuous software engineering has become commonplace in numerous fields. However, in regulating intensive sectors, where additional concerns needs to be taken into account, it is often considered difficult to apply continuous development approaches

Externí odkaz: http://arxiv.org/abs/2209.05843

MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases

Autor: Granlund, Tuomas, Kopponen, Aleksi, Stirbu, Vlad, Myllyaho, Lalli, Mikkonen, Tommi

The emerging age of connected, digital world means that there are tons of data, distributed to various organizations and their databases. Since this data can be confidential in nature, it cannot always be openly shared in seek of artificial intellige

Externí odkaz: http://arxiv.org/abs/2103.08937

On Medical Device Software CE Compliance and Conformity Assessment

Autor: Granlund, Tuomas, Mikkonen, Tommi, Stirbu, Vlad

Manufacturing of medical devices is strictly controlled by authorities, and manufacturers must conform to the regulatory requirements of the region in which a medical device is being marketed for use. In general, these requirements make no difference

Externí odkaz: http://arxiv.org/abs/2103.06815

Agile and Holistic Medical Software Development:Final report of AHMED project

Autor: Ahola, Pasi, Baraian, Andrei, Förger, Klaus, Granlund, Tuomas, Hopia, Jani, Kaikkonen, Risto, Mikkonen, Tommi, Niemirepo, Timo, Pajula, Juha, Partanen, Jari, Pellinen, Timo, Stirbu, Vlad, Torhola, Mika

Publikováno v: Lähteenmäki, J (ed.), Ahola, P, Baraian, A, Förger, K, Granlund, T, Hopia, J, Kaikkonen, R, Mikkonen, T, Niemirepo, T, Pajula, J, Partanen, J, Pellinen, T, Stirbu, V & Torhola, M 2023, Agile and Holistic Medical Software Development : Final report of AHMED project . VTT Research Report, no. VTT-R-01079-22, VTT Technical Research Centre of Finland .

AHMED is a co-innovation project (https://www.regops.fi/) with six companies (Atostek, Bittium, Mylab, Solita, Taipuva Consulting and Terveystalo) and two research organisations (University of Helsinki and VTT). This report provides summarized result

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=355e65625b88::29a5a875e05cf8040467698485f2a771
https://cris.vtt.fi/en/publications/9cd29f7b-bcc0-4b7a-98b6-5e3e8cc3596e

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