Bernard Yan

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Epileptic Seizures

Machine Learning Algorithms

Gaussian Mixture

Automatic Detection

Top Venues

IEEE J. Biomed. Health Informatics

IEEE Trans. Biomed. Eng.

Publications

Nandini Sengupta, Aravinda S. Rao, Bernard Yan, Marimuthu Palaniswami
A Survey of Wearable Sensors and Machine Learning Algorithms for Automated Stroke Rehabilitation. IEEE Access 12 (2024)
Anshuman Agrahri, Alok Tyagi, Dheeraj Kumar, Shitanshu Kusumakar, Marimuthu Palaniswami, Bernard Yan
Detection of Epileptic Seizure Using Accelerometer Time Series Data and Hidden Markov Model. EMBC (2022)
Shreyasi Datta, Chandan K. Karmakar, Bernard Yan, Marimuthu Palaniswami
Novel Measures of Similarity and Asymmetry in Upper Limb Activities for Identifying Hemiparetic Severity in Stroke Survivors. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Tilvawala Gopesh, Jessica H. Wen, David Santiago-Dieppa, Bernard Yan, J. Scott Pannell, Alexander Khalessi, Alexander Norbash, James R. Friend
Soft robotic steerable microcatheter for the endovascular treatment of cerebral disorders. Sci. Robotics 6 (57) (2021)
Shreyasi Datta, Chandan K. Karmakar, Bernard Yan, Marimuthu Palaniswami
Poincaré Descriptors for Identifying Hemiparesis in Acute Stroke using Wearable Accelerometry. EMBC (2020)
Shreyasi Datta, Chandan K. Karmakar, Bernard Yan, Marimuthu Palaniswami
Analyzing Distance Measures for Upper Limb Activity Measurement in Hemiparetic Stroke Patients. EMBC (2020)
Shitanshu Kusmakar, Chandan K. Karmakar, Bernard Yan, Terence J. O'Brien, Ramanathan Muthuganapathy, Marimuthu Palaniswami
Automated Detection of Convulsive Seizures Using a Wearable Accelerometer Device. IEEE Trans. Biomed. Eng. 66 (2) (2019)
Shitanshu Kusmakar, Chandan K. Karmakar, Bernard Yan, Terence J. O'Brien, Marimuthu Palaniswami, Ramanathan Muthuganapathy
Improved Detection and Classification of Convulsive Epileptic and Psychogenic Non-epileptic Seizures Using FLDA and Bayesian Inference. EMBC (2018)
Shitanshu Kusmakar, Chandan K. Karmakar, Bernard Yan, Terence J. O'Brien, Ramanathan Muthuganapathy, Marimuthu Palaniswami
Onset Detection of Epileptic Seizures From Accelerometry Signal. EMBC (2018)
Shitanshu Kusmakar, Chandan K. Karmakar, Bernard Yan, Terence J. O'Brien, Ramanathan Muthuganapathy, Marimuthu Palaniswami
Detection of generalized tonic-clonic seizures using short length accelerometry signal. EMBC (2017)
Jayavardhana Gubbi, Shitanshu Kusmakar, Aravinda S. Rao, Bernard Yan, Terence J. O'Brien, Marimuthu Palaniswami
Automatic Detection and Classification of Convulsive Psychogenic Nonepileptic Seizures Using a Wearable Device. IEEE J. Biomed. Health Informatics 20 (4) (2016)
Shitanshu Kusmakar, Ramanathan Muthuganapathy, Bernard Yan, Terence J. O'Brien, Marimuthu Palaniswami
Gaussian mixture model for the identification of psychogenic non-epileptic seizures using a wearable accelerometer sensor. EMBC (2016)
Shitanshu Kusmakar, Jayavardhana Gubbi, Aravinda S. Rao, Bernard Yan, Terence J. O'Brien, Marimuthu Palaniswami
Classification of convulsive psychogenic non-epileptic seizures using histogram of oriented motion of accelerometry signals. EMBC (2015)
Shitanshu Kusmakar, Jayavardhana Gubbi, Bernard Yan, Terence J. O'Brien, Marimuthu Palaniswami
Classification of convulsive psychogenic non-epileptic seizures using muscle transforms obtained from accelerometry signal. EMBC (2015)
Jayavardhana Gubbi, Dheeraj Kumar, Aravinda S. Rao, Bernard Yan, Marimuthu Palaniswami
A pilot study on the use of accelerometer sensors for monitoring post acute stroke patients. EMBC (2013)
Dheeraj Kumar, Jayavardhana Gubbi, Bernard Yan, Marimuthu Palaniswami
Motor recovery monitoring in post acute stroke patients using wireless accelerometer and cross-correlation. EMBC (2013)