Collection
Special Issue: Medical Device Data
- Submission status
- Closed
This special issue is dedicated to analysis of medical device data. We are very excited to include twelve interesting papers, representing a wide range of topics in terms of types of devices, scientific context and relevant statistical methodologies.
Editors
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Jaroslaw Harezlak
PhD, Department of Epidemiology and Biostatistics, School of Public Health-Bloomington, Indiana University, USA
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Chongzhi Di
PhD, Biostatistics Program, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, USA
Articles (12 in this collection)
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A Review of Statistical Analyses on Physical Activity Data Collected from Accelerometers
Authors (first, second and last of 5)
- Yukun Zhang
- Haocheng Li
- Raymond J. Carroll
- Content type: OriginalPaper
- Published: 28 June 2019
- Pages: 465 - 476
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Editorial for the Special Issue “Medical Device Data: Challenges, Statistical Methods and Applications”
Authors
- Jaroslaw Harezlak
- Chongzhi Di
- Content type: Guest Editorial
- Published: 24 June 2019
- Pages: 207 - 209
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Differentiating Between Walking and Stair Climbing Using Raw Accelerometry Data
Authors (first, second and last of 6)
- William F. Fadel
- Jacek K. Urbanek
- Jaroslaw Harezlak
- Content type: OriginalPaper
- Published: 10 May 2019
- Pages: 334 - 354
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Joint and Individual Representation of Domains of Physical Activity, Sleep, and Circadian Rhythmicity
Authors (first, second and last of 11)
- Junrui Di
- Adam Spira
- Vadim Zipunnikov
- Content type: OriginalPaper
- Published: 15 April 2019
- Pages: 371 - 402
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Modeling Temporal Variation in Physical Activity Using Functional Principal Components Analysis
Authors (first, second and last of 10)
- Selene Yue Xu
- Sandahl Nelson
- Loki Natarajan
- Content type: OriginalPaper
- Open Access
- Published: 12 April 2019
- Pages: 403 - 421
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Organizing and Analyzing the Activity Data in NHANES
Authors (first, second and last of 10)
- Andrew Leroux
- Junrui Di
- Ciprian Crainiceanu
- Content type: OriginalPaper
- Published: 09 February 2019
- Pages: 262 - 287
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Accelerometry Data in Health Research: Challenges and Opportunities
Authors (first, second and last of 9)
- Marta Karas
- Jiawei Bai
- Jacek K. Urbanek
- Content type: OriginalPaper
- Published: 12 January 2019
- Pages: 210 - 237
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Practical Considerations for Data Collection and Management in Mobile Health Micro-randomized Trials
Authors (first, second and last of 5)
- Nicholas J. Seewald
- Shawna N. Smith
- Susan A. Murphy
- Content type: OriginalPaper
- Published: 05 January 2019
- Pages: 355 - 370
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Measuring Variability in Rest-Activity Rhythms from Actigraphy with Application to Characterizing Symptoms of Depression
Authors (first, second and last of 6)
- Robert T. Krafty
- Haoyi Fu
- Stephen F. Smagula
- Content type: OriginalPaper
- Published: 05 January 2019
- Pages: 314 - 333
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Functional Data Analyses of Gait Data Measured Using In-Shoe Sensors
Authors (first, second and last of 8)
- Jihui Lee
- Gen Li
- Jeff Goldsmith
- Content type: OriginalPaper
- Published: 07 December 2018
- Pages: 288 - 313
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Hot Deck Multiple Imputation for Handling Missing Accelerometer Data
Authors (first, second and last of 8)
- Nicole M. Butera
- Siying Li
- Amy Herring
- Content type: OriginalPaper
- Published: 29 October 2018
- Pages: 422 - 448