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Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning.

, , , , , , and . J. Intell. Inf. Syst., 62 (2): 339-354 (April 2024)

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Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning., , , , , and . AMIA, AMIA, (2020)Power-efficient real-time approach to non-wear time detection for smartwatches., , , , , , and . BHI, page 217-220. IEEE, (2017)A bag-of-words approach for assessing activities of daily living using wrist accelerometer data., , , , , , and . BIBM, page 678-685. IEEE Computer Society, (2017)Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults., , , , , , , , and . AMIA, AMIA, (2022)Adaptive walk detection algorithm using activity counts., , , , , and . BHI, page 161-164. IEEE, (2017)ROAMM: A customizable and interactive smartwatch platform for patient-generated health data., , , , , , , , , and 4 other author(s). IC3, page 150-158. ACM, (2021)A smartwatch-based framework for real-time and online assessment and mobility monitoring., , , , , , , , and . J. Biomed. Informatics, (2019)Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning., , , , , , and . J. Intell. Inf. Syst., 62 (2): 339-354 (April 2024)Activity and circadian rhythm of sepsis patients in the Intensive Care Unit., , , , , , and . BHI, page 17-20. IEEE, (2018)ROAMM: A software infrastructure for real-time monitoring of personal health., , , , , , , and . HealthCom, page 1-6. IEEE, (2016)