135 related articles for article (PubMed ID: 34458688)
1. Application of Convolutional Neural Network Algorithms for Advancing Sedentary and Activity Bout Classification.
Nakandala S; Jankowska MM; Tuz-Zahra F; Bellettiere J; Carlson JA; LaCroix AZ; Hartman SJ; Rosenberg DE; Zou J; Kumar A; Natarajan L
J Meas Phys Behav; 2021 Jun; 4(2):102-110. PubMed ID: 34458688
[TBL] [Abstract][Full Text] [Related]
2. 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
Med Sci Sports Exerc; 2021 Nov; 53(11):2445-2454. PubMed ID: 34033622
[TBL] [Abstract][Full Text] [Related]
3. Improving Hip-Worn Accelerometer Estimates of Sitting Using Machine Learning Methods.
Kerr J; Carlson J; Godbole S; Cadmus-Bertram L; Bellettiere J; Hartman S
Med Sci Sports Exerc; 2018 Jul; 50(7):1518-1524. PubMed ID: 29443824
[TBL] [Abstract][Full Text] [Related]
4. Hip and Wrist Accelerometer Algorithms for Free-Living Behavior Classification.
Ellis K; Kerr J; Godbole S; Staudenmayer J; Lanckriet G
Med Sci Sports Exerc; 2016 May; 48(5):933-40. PubMed ID: 26673126
[TBL] [Abstract][Full Text] [Related]
5. 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
Int J Behav Nutr Phys Act; 2022 Aug; 19(1):109. PubMed ID: 36028890
[TBL] [Abstract][Full Text] [Related]
6. Ability of thigh-worn ActiGraph and activPAL monitors to classify posture and motion.
Steeves JA; Bowles HR; McClain JJ; Dodd KW; Brychta RJ; Wang J; Chen KY
Med Sci Sports Exerc; 2015 May; 47(5):952-9. PubMed ID: 25202847
[TBL] [Abstract][Full Text] [Related]
7. Detecting prolonged sitting bouts with the ActiGraph GT3X.
Kuster RP; Grooten WJA; Baumgartner D; Blom V; Hagströmer M; Ekblom Ö
Scand J Med Sci Sports; 2020 Mar; 30(3):572-582. PubMed ID: 31743494
[TBL] [Abstract][Full Text] [Related]
8. Field evaluation of a random forest activity classifier for wrist-worn accelerometer data.
Pavey TG; Gilson ND; Gomersall SR; Clark B; Trost SG
J Sci Med Sport; 2017 Jan; 20(1):75-80. PubMed ID: 27372275
[TBL] [Abstract][Full Text] [Related]
9. 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
J Meas Phys Behav; 2022 Dec; 5(4):215-223. PubMed ID: 38260182
[TBL] [Abstract][Full Text] [Related]
10. Cross-validation and out-of-sample testing of physical activity intensity predictions with a wrist-worn accelerometer.
Montoye AHK; Westgate BS; Fonley MR; Pfeiffer KA
J Appl Physiol (1985); 2018 May; 124(5):1284-1293. PubMed ID: 29369742
[TBL] [Abstract][Full Text] [Related]
11. Accuracy of Posture Allocation Algorithms for Thigh- and Waist-Worn Accelerometers.
Edwardson CL; Rowlands AV; Bunnewell S; Sanders J; Esliger DW; Gorely T; O'Connell S; Davies MJ; Khunti K; Yates T
Med Sci Sports Exerc; 2016 Jun; 48(6):1085-90. PubMed ID: 26741122
[TBL] [Abstract][Full Text] [Related]
12. Performance of Activity Classification Algorithms in Free-Living Older Adults.
Sasaki JE; Hickey AM; Staudenmayer JW; John D; Kent JA; Freedson PS
Med Sci Sports Exerc; 2016 May; 48(5):941-50. PubMed ID: 26673129
[TBL] [Abstract][Full Text] [Related]
13. Comparison of Sedentary Estimates between activPAL and Hip- and Wrist-Worn ActiGraph.
Koster A; Shiroma EJ; Caserotti P; Matthews CE; Chen KY; Glynn NW; Harris TB
Med Sci Sports Exerc; 2016 Aug; 48(8):1514-1522. PubMed ID: 27031744
[TBL] [Abstract][Full Text] [Related]
14. Validation and Comparison of Accelerometers Worn on the Hip, Thigh, and Wrists for Measuring Physical Activity and Sedentary Behavior.
Montoye AHK; Pivarnik JM; Mudd LM; Biswas S; Pfeiffer KA
AIMS Public Health; 2016; 3(2):298-312. PubMed ID: 29546164
[TBL] [Abstract][Full Text] [Related]
15. Transferability of artificial neural networks for clinical document classification across hospitals: A case study on abnormality detection from radiology reports.
Hassanzadeh H; Nguyen A; Karimi S; Chu K
J Biomed Inform; 2018 Sep; 85():68-79. PubMed ID: 30026067
[TBL] [Abstract][Full Text] [Related]
16. Agreement of sedentary behaviour metrics derived from hip-worn and thigh-worn accelerometers among older adults: with implications for studying physical and cognitive health.
Bellettiere J; Tuz-Zahra F; Carlson JA; Ridgers ND; Liles S; Greenwood-Hickman MA; Walker RL; LaCroix AZ; Jankowska MM; Rosenberg DE; Natarajan L
J Meas Phys Behav; 2021 Mar; 4(1):79-88. PubMed ID: 34708190
[TBL] [Abstract][Full Text] [Related]
17. A Machine Learning Classification Model for Monitoring the Daily Physical Behaviour of Lower-Limb Amputees.
Griffiths B; Diment L; Granat MH
Sensors (Basel); 2021 Nov; 21(22):. PubMed ID: 34833534
[TBL] [Abstract][Full Text] [Related]
18. A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers.
Ellis K; Kerr J; Godbole S; Lanckriet G; Wing D; Marshall S
Physiol Meas; 2014 Nov; 35(11):2191-203. PubMed ID: 25340969
[TBL] [Abstract][Full Text] [Related]
19. Feature-Free Activity Classification of Inertial Sensor Data With Machine Vision Techniques: Method, Development, and Evaluation.
Dominguez Veiga JJ; O'Reilly M; Whelan D; Caulfield B; Ward TE
JMIR Mhealth Uhealth; 2017 Aug; 5(8):e115. PubMed ID: 28778851
[TBL] [Abstract][Full Text] [Related]
20. A deep dive into understanding tumor foci classification using multiparametric MRI based on convolutional neural network.
Zong W; Lee JK; Liu C; Carver EN; Feldman AM; Janic B; Elshaikh MA; Pantelic MV; Hearshen D; Chetty IJ; Movsas B; Wen N
Med Phys; 2020 Sep; 47(9):4077-4086. PubMed ID: 32449176
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]