Toward a Regulatory-Compliant Lifecycle for Artificial-Intelligence-Based Medical Devices in the European Union : Industry Perspectives
Granlund, T., Stirbu, V., & Mikkonen, T. (2024). Toward a Regulatory-Compliant Lifecycle for Artificial-Intelligence-Based Medical Devices in the European Union : Industry Perspectives. Computer, 57(9), 24-34. https://doi.org/10.1109/mc.2024.3414368
Julkaistu sarjassa
ComputerPäivämäärä
2024Tekijänoikeudet
© Authors 2024
Despite the immense potential of artificial intelligence (AI)-powered medical devices to revolutionize health care, concerns regarding their safety in life-critical applications remain. This article proposes extending the general idea of AI lifecycle with regulatory activities relevant to AI-enabled medical systems.
Julkaisija
IEEEISSN Hae Julkaisufoorumista
0018-9162Asiasanat
Julkaisu tutkimustietojärjestelmässä
https://converis.jyu.fi/converis/portal/detail/Publication/242576008
Metadata
Näytä kaikki kuvailutiedotKokoelmat
Lisenssi
Samankaltainen aineisto
Näytetään aineistoja, joilla on samankaltainen nimeke tai asiasanat.
-
Data Analytics in Healthcare : A Tertiary Study
Taipalus, Toni; Isomöttönen, Ville; Erkkilä, Hanna; Äyrämö, Sami (Springer Science and Business Media LLC, 2023)The field of healthcare has seen a rapid increase in the applications of data analytics during the last decades. By utilizing different data analytic solutions, healthcare areas such as medical image analysis, disease ... -
Explainable AI for Industry 4.0 : Semantic Representation of Deep Learning Models
Terziyan, Vagan; Vitko, Oleksandra (Elsevier, 2022)Artificial Intelligence is an important asset of Industry 4.0. Current discoveries within machine learning and particularly in deep learning enable qualitative change within the industrial processes, applications, systems ... -
Towards explainable interactive multiobjective optimization : R-XIMO
Misitano, Giovanni; Afsar, Bekir; Lárraga, Giomara; Miettinen, Kaisa (Springer Science and Business Media LLC, 2022)In interactive multiobjective optimization methods, the preferences of a decision maker are incorporated in a solution process to find solutions of interest for problems with multiple conflicting objectives. Since multiple ... -
Towards a Great Design of Conceptual Modelling
Kiyoki, Yasushi; Thalheim, Bernhard; Duží, Marie; Jaakkola, Hannu; Chawakitchareon, Petchporn; Heimbürger, Anneli (IOS Press, 2020)Humankind faces a most crucial mission; we must endeavour, on a global scale, to restore and improve our natural and social environments. This is a big challenge for global information systems development and for their ... -
LiquidAI : Towards an Isomorphic AI/ML System Architecture for the Cloud-Edge Continuum
Systä, Kari; Pautasso, Cesare; Taivalsaari, Antero; Mikkonen, Tommi (Springer Nature Switzerland, 2023)A typical Internet of Things (IoT) system consists of a large number of different subsystems and devices, including sensors and actuators, gateways that connect them to the Internet, cloud services, end-user applications ...
Ellei toisin mainittu, julkisesti saatavilla olevia JYX-metatietoja (poislukien tiivistelmät) saa vapaasti uudelleenkäyttää CC0-lisenssillä.