Verification, analytical validation, and clinical validation (V3): the foundation of determining fit-for-purpose for Biometric Monitoring Technologies (BioMeTs)

JC Goldsack, A Coravos, JP Bakker, B Bent… - npj digital …, 2020 - nature.com
Digital medicine is an interdisciplinary field, drawing together stakeholders with expertize in
engineering, manufacturing, clinical science, data science, biostatistics, regulatory science …

Digital measures that matter to patients: a framework to guide the selection and development of digital measures of health

C Manta, B Patrick-Lake, JC Goldsack - Digital Biomarkers, 2020 - karger.com
Background: With the rise of connected sensor technologies, there are seemingly endless
possibilities for new ways to measure health. These technologies offer researchers and …

[HTML][HTML] A roadmap to inform development, validation and approval of digital mobility outcomes: the Mobilise-D approach

L Rochester, C Mazzà, A Mueller, B Caulfield… - Digital …, 2020 - karger.com
Health care has had to adapt rapidly to COVID-19, and this in turn has highlighted a
pressing need for tools to facilitate remote visits and monitoring. Digital health technology …

[HTML][HTML] Evaluation of speech-based digital biomarkers: review and recommendations

J Robin, JE Harrison, LD Kaufman, F Rudzicz… - Digital …, 2020 - karger.com
Speech represents a promising novel biomarker by providing a window into brain health, as
shown by its disruption in various neurological and psychiatric diseases. As with many novel …

Traditional and digital biomarkers: two worlds apart?

LM Babrak, J Menetski, M Rebhan, G Nisato… - Digital …, 2019 - karger.com
The identification and application of biomarkers in the clinical and medical fields has an
enormous impact on society. The increase of digital devices and the rise in popularity of …

Building the case for actionable ethics in digital health research supported by artificial intelligence

C Nebeker, J Torous, RJ Bartlett Ellis - BMC medicine, 2019 - Springer
The digital revolution is disrupting the ways in which health research is conducted, and
subsequently, changing healthcare. Direct-to-consumer wellness products and mobile apps …

Quantifying the use of connected digital products in clinical research

C Marra, JL Chen, A Coravos, AD Stern - NPJ digital medicine, 2020 - nature.com
Over recent years, the adoption of connected technologies has grown dramatically, with
potential for improving health care delivery, research, and patient experience. Yet, little has …

Outcome measures based on digital health technology sensor data: data-and patient-centric approaches

KI Taylor, H Staunton, F Lipsmeier, D Nobbs… - NPJ digital …, 2020 - nature.com
Digital health technology tools (DHTT) are technologies such as apps, smartphones, and
wearables that remotely acquire health-related information from individuals. They have the …

Technology and mental health: state of the art for assessment and treatment

PD Harvey, CA Depp, AA Rizzo… - American Journal of …, 2022 - Am Psychiatric Assoc
Technology is ubiquitous in society and is now being extensively used in mental health
applications. Both assessment and treatment strategies are being developed and deployed …

Digital therapeutics in Parkinson's disease: practical applications and future potential

TD Ellis, GM Earhart - Journal of Parkinson's disease, 2021 - content.iospress.com
Digital therapeutics, treatments delivered remotely and enabled by modern technology,
facilitate the provision of personalized, evidence-based, interdisciplinary interventions to …