Izmailova, Elena S.

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

Goldsack, J. C., Coravos, A., Bakker, J. P., Bent, B., Dowling, A. V., Fitzer-Attas, C., Godfrey, A., Godino, J. G., Gujar, N., Izmailova, E., et al. (2020) · npj Digital Medicine

Healthcare Technology and Patient MonitoringMobile Health and mHealth Applications

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Wearable devices in clinical trials: hype and hypothesis

Izmailova, E. S., Wagner, J. A., & Perakslis, E. D. (2018) · Clinical Pharmacology & Therapeutics

Mobile Health and mHealth ApplicationsStatistical Methods in Clinical Trials

Cited by 265

Fit‐for‐Purpose Biometric Monitoring Technologies: Leveraging the Laboratory Biomarker Experience

Godfrey, A., Vandendriessche, B., Bakker, J. P., Fitzer‐Attas, C., Gujar, N., Hobbs, M., Liu, Q., Northcott, C. A., Parks, V., Wood, W. A., et al. (2021) · Clinical and Translational Science

Healthcare Technology and Patient MonitoringNon-Invasive Vital Sign Monitoring

Cited by 60

Regulatory Pathways for Qualification and Acceptance of Digital Health Technology‐Derived Clinical Trial Endpoints: Considerations for Sponsors

Bakker, J. P., Izmailova, E. S., Clement, A., Hoffmann, S., Leptak, C., Menetski, J. P., & Wagner, J. A. (2025) · Clinical Pharmacology & Therapeutics

Statistical Methods in Clinical TrialsMobile Health and mHealth Applications

Cited by 26

Accelerating Parkinson’s Disease drug development with federated learning approaches

Khanna, A., Adams, J., Antoniades, C., Bloem, B. R., Carroll, C., Cedarbaum, J., Cosman, J., Dexter, D. T., Dockendorf, M. F., Edgerton, J., et al. (2024) · npj Parkinson's Disease

Privacy-Preserving Technologies in DataParkinson's Disease Mechanisms and Treatments

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Empowering drug development: Leveraging insights from imaging technologies to enable the advancement of digital health technologies

Izmailova, E. S., Maguire, R. P., McCarthy, T. J., Müller, M. L. T. M., Murphy, P., & Stephenson, D. (2023) · Clinical and Translational Science

Artificial Intelligence in Healthcare and EducationStatistical Methods in Clinical Trials

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