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References from Hierarchical heated markov modeling for synthesizing activity data from wearable devices. Local targets link to admitted publications; unresolved targets remain external evidence.
Detection and diagnostic accuracy of cardiac arrhythmias using wearable health devices: a systematic review
2023 · External reference
10.1038/s41928-024-01247-4
10.1038/s41928-024-01247-4 · External reference
Machine learning COVID-19 detection from wearables
10.1016/s2589-7500(23)00045-6 · 2023 · External reference
10.1038/s41551-020-00640-6
10.1038/s41551-020-00640-6 · External reference
10.1038/s41591-021-01593-2
10.1038/s41591-021-01593-2 · External reference
10.1016/s2589-7500(19)30222-5
10.1016/s2589-7500(19)30222-5 · External reference
National health and nutrition examination survey, 2015-2018: sample design and estimation procedures
2020 · External reference
10.1371/journal.pmed.1001779
10.1371/journal.pmed.1001779 · External reference
Unresolved reference
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Generating synthetic electronic health record data: a methodological scoping review with benchmarking on phenotype data and open-source software
10.1093/jamia/ocaf082 · 2025 · External reference
Generating synthetic health sensor data for privacy-preserving wearable stress detection
10.3390/s24103052 · 2024 · External reference
Hidden Markov models for monitoring circadian rhythmicity in telemetric activity data
10.1098/rsif.2017.0885 · 2018 · External reference
10.1214/22-ba1318
10.1214/22-ba1318 · External reference
Unresolved reference
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Unresolved reference
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Watch your watch: inferring personality traits from wearable activity trackers,” 32nd
2023 · External reference
Deep-learning-driven techniques for real-time multimodal health and physical data synthesis
10.3390/electronics12091989 · 2023 · External reference
Unresolved reference
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EM versus Markov chain Monte Carlo for estimation of hidden Markov models: a computational perspective
10.1214/08-ba326 · 2008 · External reference
Unresolved reference
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Log gaussian cox processes
10.1111/1467-9469.00115 · 1998 · External reference
10.1109/icde60146.2024.00409
10.1109/icde60146.2024.00409 · External reference
10.1016/j.crmeth.2021.100058
10.1016/j.crmeth.2021.100058 · External reference
Efficient assessment of real-world dynamics of circadian rhythms in heart rate and body temperature from wearable data
10.1098/rsif.2023.0030 · 2023 · External reference
The combination of topological data analysis and mathematical modeling improves sleep stage prediction from consumer-grade wearables
10.1177/07487304241288607 · 2024 · External reference