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Low movement, deep-learned sitting patterns, and sedentary behavior in the International Study of Childhood Obesity, Lifestyle and the Environment (ISCOLE).
Hibbing PR, Carlson JA, Steel C, Greenwood-Hickman MA, Nakandala S, Jankowska MM, Bellettiere J, Zou J, LaCroix AZ, Kumar A, Katzmarzyk PT, Natarajan L. Hibbing PR, et al. Among authors: kumar a. Int J Obes (Lond). 2023 Nov;47(11):1100-1107. doi: 10.1038/s41366-023-01364-8. Epub 2023 Aug 14. Int J Obes (Lond). 2023. PMID: 37580374 Free PMC article.
CHAP-child: an open source method for estimating sit-to-stand transitions and sedentary bout patterns from hip accelerometers among children.
Carlson JA, Ridgers ND, Nakandala S, Zablocki R, Tuz-Zahra F, Bellettiere J, Hibbing PR, Steel C, Jankowska MM, Rosenberg DE, Greenwood-Hickman MA, Zou J, LaCroix AZ, Kumar A, Natarajan L. Carlson JA, et al. Among authors: kumar a. Int J Behav Nutr Phys Act. 2022 Aug 26;19(1):109. doi: 10.1186/s12966-022-01349-2. Int J Behav Nutr Phys Act. 2022. PMID: 36028890 Free PMC article.
CHAP-Adult: A Reliable and Valid Algorithm to Classify Sitting and Measure Sitting Patterns Using Data From Hip-Worn Accelerometers in Adults Aged 35.
Bellettiere J, Nakandala S, Tuz-Zahra F, Winkler EAH, Hibbing PR, Healy GN, Dunstan DW, Owen N, Greenwood-Hickman MA, Rosenberg DE, Zou J, Carlson JA, Di C, Dillon LW, Jankowska MM, LaCroix AZ, Ridgers ND, Zablocki R, Kumar A, Natarajan L. Bellettiere J, et al. Among authors: kumar a. J Meas Phys Behav. 2022 Dec;5(4):215-223. doi: 10.1123/jmpb.2021-0062. Epub 2022 Sep 21. J Meas Phys Behav. 2022. PMID: 38260182 Free PMC article.
The CNN Hip Accelerometer Posture (CHAP) Method for Classifying Sitting Patterns from Hip Accelerometers: A Validation Study.
Greenwood-Hickman MA, Nakandala S, Jankowska MM, Rosenberg DE, Tuz-Zahra F, Bellettiere J, Carlson J, Hibbing PR, Zou J, Lacroix AZ, Kumar A, Natarajan L. Greenwood-Hickman MA, et al. Among authors: kumar a. Med Sci Sports Exerc. 2021 Nov 1;53(11):2445-2454. doi: 10.1249/MSS.0000000000002705. Med Sci Sports Exerc. 2021. PMID: 34033622 Free PMC article.
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