{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T23:05:53Z","timestamp":1779404753160,"version":"3.53.1"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686615","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T00:00:00Z","timestamp":1779321600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,5,21]]},"abstract":"<jats:p>We present a scalable infrastructure based on an implementation of the CASTLE algorithm within state-of-the-art stream processing frameworks to anonymize vital signs from high-frequency patient monitoring systems, e.g., for use in developing Clinical Decision Support Systems. The evaluation shows low latency and preserved clinical accuracy, enabling privacy-compliant system development, clinical trials, and continuous analytics.<\/jats:p>","DOI":"10.3233\/shti260477","type":"book-chapter","created":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T22:06:07Z","timestamp":1779401167000},"source":"Crossref","is-referenced-by-count":0,"title":["Real-Time Anonymization and Data Minimization of Vital Signs for Clinical Decision Support Systems and Analytics"],"prefix":"10.3233","author":[{"given":"Elias","family":"Gr\u00fcnewald","sequence":"first","affiliation":[{"name":"Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, Institute of Medical Informatics, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Louis","family":"Loechel","sequence":"additional","affiliation":[{"name":"Technische Universit\u00e4t Berlin, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Felix","family":"Balzer","sequence":"additional","affiliation":[{"name":"Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, Institute of Medical Informatics, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Opening the Personal Gate between Technology and Health Care"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI260477","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T22:06:07Z","timestamp":1779401167000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI260477"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,21]]},"ISBN":["9781643686615"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti260477","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5,21]]}}}