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Shitanshu Kusmakar
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Automated detection of convulsive seizures using a wearable accelerometer device
S Kusmakar, CK Karmakar, B Yan, TJ O’Brien, R Muthuganapathy, ...
IEEE Transactions on biomedical engineering 66 (2), 421-432, 2018
802018
Technical validation of ARTSENS–An image free device for evaluation of vascular stiffness
J Joseph, R Radhakrishnan, S Kusmakar, AS Thrivikraman, ...
IEEE journal of translational engineering in health and medicine 3, 1-13, 2015
612015
Automatic detection and classification of convulsive psychogenic nonepileptic seizures using a wearable device
J Gubbi, S Kusmakar, AS Rao, B Yan, T O’Brien, M Palaniswami
IEEE journal of biomedical and health informatics 20 (4), 1061-1072, 2015
462015
Automated seizure detection with noninvasive wearable devices: a systematic review and meta‐analysis
V Naganur, S Sivathamboo, Z Chen, S Kusmakar, A Antonic‐Baker, ...
Epilepsia 63 (8), 1930-1941, 2022
302022
The utility of an automated and ambulatory device for detecting and differentiating epileptic and psychogenic non‐epileptic seizures
VD Naganur, S Kusmakar, Z Chen, MS Palaniswami, P Kwan, TJ O'Brien
Epilepsia open 4 (2), 309-317, 2019
242019
Detection of generalized tonic-clonic seizures using short length accelerometry signal
S Kusmakar, CK Karmakar, B Yan, TJ O'Brien, R Muthuganapathy, ...
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
192017
Machine learning enabled team performance analysis in the dynamical environment of soccer
S Kusmakar, S Shelyag, Y Zhu, D Dwyer, P Gastin, M Angelova
IEEE access 8, 90266-90279, 2020
182020
Gaussian mixture model for the identification of psychogenic non-epileptic seizures using a wearable accelerometer sensor
S Kusmakar, R Muthuganapathy, B Yan, TJ O'Brien, M Palaniswami
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
182016
Novel features for capturing temporal variations of rhythmic limb movement to distinguish convulsive epileptic and psychogenic nonepileptic seizures
S Kusmakar, C Karmakar, B Yan, R Muthuganapathy, P Kwan, TJ O'Brien, ...
Epilepsia 60 (1), 165-174, 2019
152019
Identifying smoker subgroups with high versus low smoking cessation attempt probability: A decision tree analysis approach
HH Yong, C Karmakar, R Borland, S Kusmakar, M Fuller-Tyszkiewicz, ...
Addictive behaviors 103, 106258, 2020
142020
A machine learning model for multi-night actigraphic detection of chronic insomnia: development and validation of a pre-screening tool
S Kusmakar, C Karmakar, Y Zhu, S Shelyag, SPA Drummond, JG Ellis, ...
Royal Society open science 8 (6), 202264, 2021
122021
Classification of convulsive psychogenic non-epileptic seizures using muscle transforms obtained from accelerometry signal
S Kusmakar, J Gubbi, B Yan, TJ O'Brien, M Palaniswami
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
92015
Improved detection and classification of convulsive epileptic and psychogenic non-epileptic seizures using FLDA and Bayesian inference
S Kusmakar, CK Karmakar, B Yan, TJ O’Brien, M Palaniswami, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
72018
Classification of convulsive psychogenic non-epileptic seizures using histogram of oriented motion of accelerometry signals
S Kusmakar, J Gubbi, AS Rao, B Yan, TJ O'Brien, M Palaniswami
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
42015
Onset detection of epileptic seizures from accelerometry signal
S Kusmakar, CK Karmakar, B Yan, TJ O'Brien, R Muthuganapathy, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
22018
Skeletal approach to mandible reconstruction represented as an image
S Kusmakar, R Muthuganapathy
Computer-Aided Design and Applications 12 (5), 639-650, 2015
12015
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