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http://hdl.handle.net/1893/37207| Appears in Collections: | Faculty of Health Sciences and Sport Journal Articles |
| Peer Review Status: | Refereed |
| Title: | Improving authenticity and provenance in digital biomarkers: the case for digital watermarking |
| Author(s): | Mahajan, Arjun Powell, Dylan |
| Contact Email: | dylan.powell@stir.ac.uk |
| Issue Date: | 15-Jan-2025 |
| Date Deposited: | 11-Jul-2025 |
| Citation: | Mahajan A & Powell D (2025) Improving authenticity and provenance in digital biomarkers: the case for digital watermarking. <i>npj Digital Medicine</i>, 8, Art. No.: 31. https://doi.org/10.1038/s41746-024-01374-4 |
| Abstract: | Enabled by the rapid rise in data collected by technologies, Digital Biomarkers (DBx) have emerged as a novel mechanism for assessment, diagnosis, and monitoring. However, the exponential growth and ability to generate new data has also raised questions about ways of ensuring the authenticity and accuracy of digital data. A recent study highlights how Large Language Models (LLMs) generating human-like content amplify these risks, and propose watermarking as a scalable solution to ensure data integrity. This article examines the potential of digital watermarking to help safeguard the reliability and provenance of DBx data, whilst also addressing broader challenges in health systems. |
| DOI Link: | 10.1038/s41746-024-01374-4 |
| Rights: | This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
| Licence URL(s): | http://creativecommons.org/licenses/by/4.0/ |
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|---|---|---|---|---|
| s41746-024-01374-4.pdf | Fulltext - Published Version | 824.75 kB | Adobe PDF | View/Open |
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