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  1. 21 de feb. de 2019 · In this quest for monitoring biomarkers for AD assessment, there is growing interest in the identification of readily accessible digital biomarkers, which leverage widely available mobile and...

  2. 14 de jul. de 2020 · The DBDP is available as a general pipeline for wearables data pre-processing and conducting EDA with generic settings and recommendations for best practices. Individual modules can be tailored and combined to meet specific digital biomarker discovery applications and use cases.

  3. 11 de mar. de 2019 · Potential benefits and risks of digital biomarkers. As new modalities are incorporated into connected devices, mobile apps, and software products for patients at home, a natural area of...

  4. 25 de mar. de 2022 · These technologies span a wide range of uses, from applications to support general wellness to medical device applications such as apps that provide a reminder to stay out of the sun to limit...

  5. 25 de oct. de 2021 · Digital biomarkers that have been discovered and are based on behavioral and physiological data from consumer wearables could detect increased risk of depression and have the potential to assist in depression screening, yet current evidence shows limited predictive ability.

  6. 22 de ene. de 2021 · Digital tools such as smartwatches, smartphones, and other wearable devices are now able to measure essential indicators of health status including vital signs, skin temperature, sleep, and activity patterns ( 6 – 8 ).

  7. Background Technological devices such as smartphones, wearables and virtual assistants enable health data collection, serving as digital alternatives to conventional biomarkers. We aimed to provide a systematic overview of emerging literature on ‘digital biomarkers,’ covering definitions, features and citations in biomedical research.