Jayaraman A - Search Results

1

The need to approximate the use-case in clinical machine learning.

Saeb S, Lonini L, Jayaraman A, Mohr DC, Kording KP. Saeb S, et al. Among authors: jayaraman a. Gigascience. 2017 May 1;6(5):1-9. doi: 10.1093/gigascience/gix019. Gigascience. 2017. PMID: 28327985 Free PMC article.

2

Fall classification by machine learning using mobile phones.

Albert MV, Kording K, Herrmann M, Jayaraman A. Albert MV, et al. Among authors: jayaraman a. PLoS One. 2012;7(5):e36556. doi: 10.1371/journal.pone.0036556. Epub 2012 May 7. PLoS One. 2012. PMID: 22586477 Free PMC article.

3

Monitoring functional capability of individuals with lower limb amputations using mobile phones.

Albert MV, McCarthy C, Valentin J, Herrmann M, Kording K, Jayaraman A. Albert MV, et al. Among authors: jayaraman a. PLoS One. 2013 Jun 4;8(6):e65340. doi: 10.1371/journal.pone.0065340. Print 2013. PLoS One. 2013. PMID: 23750254 Free PMC article.

4

Accelerometry-enabled measurement of walking performance with a robotic exoskeleton: a pilot study.

Lonini L, Shawen N, Scanlan K, Rymer WZ, Kording KP, Jayaraman A. Lonini L, et al. Among authors: jayaraman a. J Neuroeng Rehabil. 2016 Mar 31;13:35. doi: 10.1186/s12984-016-0142-9. J Neuroeng Rehabil. 2016. PMID: 27037035 Free PMC article.

5

Activity recognition in patients with lower limb impairments: do we need training data from each patient?

Lonini L, Gupta A, Kording K, Jayaraman A. Lonini L, et al. Among authors: jayaraman a. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:3265-3268. doi: 10.1109/EMBC.2016.7591425. Annu Int Conf IEEE Eng Med Biol Soc. 2016. PMID: 28269004

6

Using and understanding cross-validation strategies. Perspectives on Saeb et al.

Little MA, Varoquaux G, Saeb S, Lonini L, Jayaraman A, Mohr DC, Kording KP. Little MA, et al. Among authors: jayaraman a. Gigascience. 2017 May 1;6(5):1-6. doi: 10.1093/gigascience/gix020. Gigascience. 2017. PMID: 28327989 Free PMC article.

7

Sensor Fusion to Infer Locations of Standing and Reaching Within the Home in Incomplete Spinal Cord Injury.

Lonini L, Reissman T, Ochoa JM, Mummidisetty CK, Kording K, Jayaraman A. Lonini L, et al. Among authors: jayaraman a. Am J Phys Med Rehabil. 2017 Oct;96(10 Suppl 1):S128-S134. doi: 10.1097/PHM.0000000000000750. Am J Phys Med Rehabil. 2017. PMID: 28379922 Free PMC article.

8

Activity Recognition for Persons With Stroke Using Mobile Phone Technology: Toward Improved Performance in a Home Setting.

O'Brien MK, Shawen N, Mummidisetty CK, Kaur S, Bo X, Poellabauer C, Kording K, Jayaraman A. O'Brien MK, et al. Among authors: jayaraman a. J Med Internet Res. 2017 May 25;19(5):e184. doi: 10.2196/jmir.7385. J Med Internet Res. 2017. PMID: 28546137 Free PMC article.

9

Activity Recognition in Individuals Walking With Assistive Devices: The Benefits of Device-Specific Models.

Lonini L, Gupta A, Deems-Dluhy S, Hoppe-Ludwig S, Kording K, Jayaraman A. Lonini L, et al. Among authors: jayaraman a. JMIR Rehabil Assist Technol. 2017 Aug 10;4(2):e8. doi: 10.2196/rehab.7317. JMIR Rehabil Assist Technol. 2017. PMID: 28798008 Free PMC article.

10

Fall Detection in Individuals With Lower Limb Amputations Using Mobile Phones: Machine Learning Enhances Robustness for Real-World Applications.

Shawen N, Lonini L, Mummidisetty CK, Shparii I, Albert MV, Kording K, Jayaraman A. Shawen N, et al. Among authors: jayaraman a. JMIR Mhealth Uhealth. 2017 Oct 11;5(10):e151. doi: 10.2196/mhealth.8201. JMIR Mhealth Uhealth. 2017. PMID: 29021127 Free PMC article.

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