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- W4226164103 abstract "Machine learning (ML) and deep learning (DL) are changing the world and reshaping the medical field. Thus, we conducted a systematic review to determine the status of regulatory-approved ML/DL-based medical devices in Japan, a leading stakeholder in international regulatory harmonization. Information about the medical devices were obtained from the Japan Association for the Advancement of Medical Equipment search service. The usage of ML/DL methodology in the medical devices was confirmed using public announcements or by contacting the marketing authorization holders via e-mail when the public announcements were insufficient for confirmation. Among the 114,150 medical devices found, 11 were regulatory-approved ML/DL-based Software as a Medical Device, with 6 products (54.5%) related to radiology and 5 products (45.5%) related to gastroenterology. The domestic ML/DL-based Software as a Medical Device were mostly related to health check-ups, which are common in Japan. Our review can help understanding the global overview that can foster international competitiveness and further tailored advancements." @default.
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- W4226164103 date "2022-01-18" @default.
- W4226164103 modified "2023-10-18" @default.
- W4226164103 title "Regulatory-approved deep learning/machine learning-based medical devices in Japan as of 2020: A systematic review" @default.
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- W4226164103 doi "https://doi.org/10.1371/journal.pdig.0000001" @default.
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