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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
932018
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
652015
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
512015
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
502022
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
302019
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
242020
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
202016
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
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
182021
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
162020
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
162019
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
102015
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
82018
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
32018
Skeletal approach to mandible reconstruction represented as an image
S Kusmakar, R Muthuganapathy
Computer-Aided Design and Applications 12 (5), 639-650, 2015
12015
Classification of Convulsive Psychogenic Non-epileptic Seizures Using Histogram of Oriented Motion
S Kusmakar, J Gubbi, AS Rao, B Yan, TJ O’Brien, M Palaniswami
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Articles 1–17