Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals

Conference Paper
Quynh Ly Tran, Ardi AM Handojoseno, Moran Gilat, Rifai Chai, KA Martens Ehgoetz,r M Georgiades, Ganesh R. Naik, Yvonne Tran, Simon Lewis and Hung T Nguyen
In Proceedings of 39th IEEE EMBS Annual International conference, July 11 - 15, 2017, Jeju Island, South Korea, Pages 3044-3047.
Publication year: 2017

Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine

Conference Paper
Quynh Ly Tran , Ardi AM Handojoseno, Moran Gilat, Rifai Chai, Kaylena A Ehgoetz Martens, Matthew Georgiades, Ganesh R Naik, Yvonne Tran, Simon JG Lewis and Hung T Nguyen
In Proceedings of 39th IEEE EMBS Annual International conference, July 11 - 15, 2017, Jeju Island, South Korea, Pages 3048-3051.
Publication year: 2017

Computational algorithms underlying the time-based detection of sudden cardiac arrest via electrocardiographic markers

Journal Paper
Annmarie G. Raka , Ganesh R. Naik and Rifai Chai
Applied Sciences, Volume 7, Issue 9, Pages 954. Impact Factor - 1.689 (2017).
Publication year: 2017

CNN based approach for activity recognition using a wrist-worn accelerometer

Conference Paper
Madhuri Panwar, S Ram Dyuthi, K Chandra Prakash, Dwaipayan Biswas, Amit Acharyya, Koushik Maharatna, Arvind Gautam and Ganesh R Naik
In Proceedings of 39th IEEE EMBS Annual International conference, July 11 - 15, 2017, Jeju Island, South Korea, Pages 2438-2441.
Publication year: 2017

Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification

Conference Paper
Rifai Chai, Ganesh R Naik, Sai Ho Ling, Yvonne Tran, Ashley Craig and Hung T Nguyen
In Proceedings of 39th IEEE EMBS Annual International conference, July 11 - 15, 2017, Jeju Island, South Korea, Pages 1808-1811.
Publication year: 2017

Advances in Principal Component Analysis: Research and Development

Books
Ganesh R Naik
Springer Berlin Heidelberg: Imprint: Springer; 2017.
Publication year: 2017

A system for accelerometer-based gesture classification using artificial neural networks

Conference Paper
Robert M Stephenson, Ganesh R Naik and Rifai Chai
In Proceedings of 39th IEEE EMBS Annual International conference, July 11 - 15, 2017, Jeju Island, South Korea, Pages 4187-4190.
Publication year: 2017

Wavelet PCA for Automatic Identification of Walking with and without an Exoskeleton on a Treadmill using Pressure and Accelerometer sensors

Conference Paper
Ganesh R. Naik, Gita Pendharkar and Hung T. Nguyen
in Proceedings of 38th IEEE EMBS Annual International conference, August 17 - 20, 2016, Orlando, USA, Pages 1999 - 2002
Publication year: 2016

Validity and everyday clinical applicability of lumbar muscle fatigue assessment methods in patients with chronic non-specific low back pain: a systematic review

Journal Paper
Jorge H VillafaƱe, Massimiliano Gobbo, Matteo Peranzoni, Ganesh Naik, Grace Imperio, Joshua A Cleland and Stefano Negrini
Disability and rehabilitation, Volume 38, Issue 19, Pages 1859-1871, Publisher Taylor & Francis. Impact Factor - 2.042 (2017).
Publication year: 2016

Transradial Amputee Gesture Classification Using an Optimal Number of sEMG Sensors: An Approach Using ICA Clustering

Journal Paper
Ganesh Naik, Ali Al-Timemy and Hung Nguyen
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Volume 24, Issue 8, Pages 837-846, Aug. 2016. Impact Factor - 3.972 (2017).
Publication year: 2016

Single-Channel EMG Classification With Ensemble-Empirical-Mode-Decomposition-Based ICA for Diagnosing Neuromuscular Disorders

Journal Paper
Ganesh R Naik, S Easter Suviseshamuthu and Hung T Nguyen
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Volume 24, Issue 7, Pages 734 - 743, July. 2016. Impact Factor - 3.972 (2017)
Publication year: 2016

Shape memory alloy smart knee spacer to enhance knee functionality: Model design and finite element analysis

Conference Paper
Arvind Gautam, A Bhargavi Rani, Miguel A Callejas, Swati Ghosh Acharyya, Amit Acharyya, Dwaipayan Biswas, Vasundhra Bhandari, Paresh Sharma and Ganesh R Naik
In Proceedings of 38th IEEE EMBS Annual International conference, August 17 - 20, 2016, Orlando, USA, Pages 6046-6049.
Publication year: 2016

Selecting optimal EEG channels for mental tasks classification: An approach using ICA

Conference Paper
Rifai Chai, Ganesh R Naik, Tuan N Nguyen, Sai Ho Ling, Yvonne Tran and Hung T Nguyen
In proceeding of IEEE Congress on Evolutionary Computation (CEC), July 24 - 29, 2016, Vancouver, Canada, Pages 1331-1335.
Publication year: 2016

Retinal Fundus Image Analysis for Diagnosis of Glaucoma: A Comprehensive Survey

Journal Paper
C. S. Mary, E. B. Rajsingh and Ganesh. R Naik
IEEE ACCESS Journal, Volume 4, Pages 4327-4354. Impact Factor - 3.557 (2017).
Publication year: 2016

Reconfigurable hardware-software codesign methodology for protein identification

Conference Paper
Venkateshwarlu Y Gudur, Sandeep Thallada, Abhinay R Deevi, Venkata Krishna Gande, Amit Acharyya, Vasundhra Bhandari, Paresh Sharma, Saqib Khursheed and Ganesh R Naik
in Proceedings of 38th IEEE EMBS Annual International conference, August 17 - 20, 2016, Orlando, USA, Pages 2456-2459.
Publication year: 2016