Alexander H. Montoye, Ph.D.
Affiliations: | 2014 | Kinesiology - Doctor of Philosophy | Michigan State University, East Lansing, MI |
Area:
Recreation, Recreation, GeneralGoogle:
"Alexander Montoye"Cross-listing: Epi Tree
Parents
Sign in to add mentor| Karin A. Pfeiffer | grad student | 2014 | Michigan State | |
| (Use of accelerometry and machine learning to measure free-living physical activity and sedentary behavior.) | ||||
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Publications
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| Nawaratne R, Alahakoon D, De Silva D, et al. (2020) Deep Learning to Predict Energy Expenditure and Activity Intensity in Free Living Conditions using Wrist-specific Accelerometry. Journal of Sports Sciences. 1-8 |
| Montoye AH, Westgate BS, Fonley MR, et al. (2018) Cross-validation and out-of-sample testing of physical activity intensity predictions using a wrist-worn accelerometer. Journal of Applied Physiology (Bethesda, Md. : 1985) |
| Imboden MT, Nelson MB, Kaminsky LA, et al. (2017) Comparison of four Fitbit and Jawbone activity monitors with a research-grade ActiGraph accelerometer for estimating physical activity and energy expenditure. British Journal of Sports Medicine |
| Montoye AH, Begum M, Henning Z, et al. (2017) Comparison of linear and non-linear models for predicting energy expenditure from raw accelerometer data. Physiological Measurement. 38: 343-357 |
| Montoye AH, Pivarnik JM, Mudd LM, et al. (2016) Wrist-independent energy expenditure prediction models from raw accelerometer data. Physiological Measurement. 37: 1770-1784 |
| Montoye AH, Moore RW, Bowles HR, et al. (2016) Reporting accelerometer methods in physical activity intervention studies: a systematic review and recommendations for authors. British Journal of Sports Medicine |
| Montoye AH, Pivarnik JM, Mudd LM, et al. (2016) Thigh Accelerometer Placement Accuracy for Physical Activity and Energy Expenditure Prediction in a Semi-Structured Setting: 2899 June 3 2: 15 PM - 2: 30 PM. Medicine and Science in Sports and Exercise. 48: 812 |
| Nelson MB, Kaminsky LA, Dickin DC, et al. (2016) Validity of Consumer-Based Physical Activity Monitors for Specific Activity Types. Medicine and Science in Sports and Exercise |
| Montoye AH, Dong B, Biswas S, et al. (2016) Validation of a wireless accelerometer network for energy expenditure measurement. Journal of Sports Sciences. 1-10 |
| Montoye AH, Mudd LM, Biswas S, et al. (2015) Energy Expenditure Prediction Using Raw Accelerometer Data in Simulated Free Living. Medicine and Science in Sports and Exercise. 47: 1735-46 |