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Midhun Parakkal

PhD student

 

Overview

I am Interested in mathematical modelling of motor control in physiology, data analysis, and machine learning. Currently, I am a PhD student at the University of Exeter, UK. Previously, my work in TCS Innovation labs involved systems modelling and machine learning for motor control and physiological stress.
 

Qualifications

B Tech in Mechanical Engineering 

M Tech in Clinical Engineering

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Research

Publications

Key publications | Publications by category | Publications by year

Key publications


Unni MP, Chandra MG, Kumar AA (2017). Memory reduction for numerical solution of differential equations using compressive sensing.  Abstract.

Publications by category


Journal articles

Parakkal Unni M, Menon PP, Wilson MR, Tsaneva-Atanasova K (2020). Ankle Push-Off Based Mathematical Model for Freezing of Gait in Parkinson's Disease. Frontiers in Bioengineering and Biotechnology, 8 Abstract.  Full text.
Parakkal Unni M, Menon PP, Livi L, Wilson MR, Young WR, Bronte-Stewart HM, Tsaneva-Atanasova K (2020). Data-Driven Prediction of Freezing of Gait Events from Stepping Data. Frontiers in Medical Technology, 2, 581264-581264. Abstract.  Full text.
Unni MP, Sinha A, Chakravarty K, Chatterjee D, Das A (2017). Neuromechanical cost functionals governing motor control for early screening of motor disorders. Frontiers in Bioengineering and Biotechnology, 5(DEC). Abstract.

Conferences

Unni MP, Jayaraman S, Balamuralidhar P (2017). A model based inference engine for stress estimation. 2017 International Conference on Signals and Systems (ICSigSys). 16th - 18th May 2017.
Unni MP, Chandra MG, Kumar AA (2017). Memory reduction for numerical solution of differential equations using compressive sensing.  Abstract.

Publications by year


2022

Parakkal Unni M (2022). Mathematical modelling and Data Analysis for Parkinson’s Disease Gait.  Abstract.  Full text.

2020

Parakkal Unni M, Menon PP, Wilson MR, Tsaneva-Atanasova K (2020). Ankle Push-Off Based Mathematical Model for Freezing of Gait in Parkinson's Disease. Frontiers in Bioengineering and Biotechnology, 8 Abstract.  Full text.
Parakkal Unni M, Menon PP, Livi L, Wilson MR, Young WR, Bronte-Stewart HM, Tsaneva-Atanasova K (2020). Data-Driven Prediction of Freezing of Gait Events from Stepping Data. Frontiers in Medical Technology, 2, 581264-581264. Abstract.  Full text.

2017

Unni MP, Jayaraman S, Balamuralidhar P (2017). A model based inference engine for stress estimation. 2017 International Conference on Signals and Systems (ICSigSys). 16th - 18th May 2017.
Unni MP, Chandra MG, Kumar AA (2017). Memory reduction for numerical solution of differential equations using compressive sensing.  Abstract.
Unni MP, Sinha A, Chakravarty K, Chatterjee D, Das A (2017). Neuromechanical cost functionals governing motor control for early screening of motor disorders. Frontiers in Bioengineering and Biotechnology, 5(DEC). Abstract.

Midhun_Parakkal Details from cache as at 2022-07-03 16:07:12

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