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Page 1
Design of a Machine Learning-Assisted Wearable Accelerometer-Based Automated System for Studying the Effect of Dopaminergic Medicine on Gait Characteristics of Parkinson's Patients.
J Healthc Eng. 2020 Feb 18;2020:1823268. doi: 10.1155/2020/1823268. eCollection 2020.
J Healthc Eng. 2020.
PMID: 32148741
Free PMC article.
A Supervised Machine Learning Approach to Detect the On/Off State in Parkinson's Disease Using Wearable Based Gait Signals.
Aich S, Youn J, Chakraborty S, Pradhan PM, Park JH, Park S, Park J.
Aich S, et al. Among authors: pradhan pm.
Diagnostics (Basel). 2020 Jun 20;10(6):421. doi: 10.3390/diagnostics10060421.
Diagnostics (Basel). 2020.
PMID: 32575764
Free PMC article.
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Design of interval type-2 fuzzy precompensated PID controller applied to two-DOF robotic manipulator with variable payload.
Gaidhane PJ, Nigam MJ, Kumar A, Pradhan PM.
Gaidhane PJ, et al. Among authors: pradhan pm.
ISA Trans. 2019 Jun;89:169-185. doi: 10.1016/j.isatra.2018.12.030. Epub 2018 Dec 27.
ISA Trans. 2019.
PMID: 30616968
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A Validation Study of Freezing of Gait (FoG) Detection and Machine-Learning-Based FoG Prediction Using Estimated Gait Characteristics with a Wearable Accelerometer.
Aich S, Pradhan PM, Park J, Sethi N, Vathsa VSS, Kim HC.
Aich S, et al. Among authors: pradhan pm.
Sensors (Basel). 2018 Sep 30;18(10):3287. doi: 10.3390/s18103287.
Sensors (Basel). 2018.
PMID: 30274340
Free PMC article.
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Texture analysis of images using a two-dimensional fast time-frequency transform.
Cheng CH, Pradhan PM, Mitchell JR.
Cheng CH, et al. Among authors: pradhan pm.
J Med Imaging (Bellingham). 2015 Apr;2(2):024504. doi: 10.1117/1.JMI.2.2.024504. Epub 2015 May 21.
J Med Imaging (Bellingham). 2015.
PMID: 26158108
Free PMC article.
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