A pilot study on the use of accelerometer sensors for monitoring post acute stroke patients. - Jayavardhana Gubbi; Dheeraj Kumar; Aravinda S. Rao; Bernard Yan; Marimuthu Palaniswami (EMBC, 2013)

Motor recovery monitoring in post acute stroke patients using wireless accelerometer and cross-correlation. - Dheeraj Kumar; Jayavardhana Gubbi; Bernard Yan; Marimuthu Palaniswami (EMBC, 2013)

Classification of convulsive psychogenic non-epileptic seizures using histogram of oriented motion of accelerometry signals. - Shitanshu Kusmakar; Jayavardhana Gubbi; Aravinda S. Rao; Bernard Yan; Terence J. O'Brien; Marimuthu Palaniswami (EMBC, 2015)

Classification of convulsive psychogenic non-epileptic seizures using muscle transforms obtained from accelerometry signal. - Shitanshu Kusmakar; Jayavardhana Gubbi; Bernard Yan; Terence J. O'Brien; Marimuthu Palaniswami (EMBC, 2015)

Gaussian mixture model for the identification of psychogenic non-epileptic seizures using a wearable accelerometer sensor. - Shitanshu Kusmakar; Ramanathan Muthuganapathy; Bernard Yan; Terence J. O'Brien; Marimuthu Palaniswami (EMBC, 2016)

Automatic Detection and Classification of Convulsive Psychogenic Nonepileptic Seizures Using a Wearable Device. - Jayavardhana Gubbi; Shitanshu Kusmakar; Aravinda S. Rao; Bernard Yan; Terence J. O'Brien; Marimuthu Palaniswami (IEEE J. Biomed. Health Informatics, 2016)

Detection of generalized tonic-clonic seizures using short length accelerometry signal. - Shitanshu Kusmakar; Chandan K. Karmakar; Bernard Yan; Terence J. O'Brien; Ramanathan Muthuganapathy; Marimuthu Palaniswami (EMBC, 2017)

Onset Detection of Epileptic Seizures From Accelerometry Signal. - Shitanshu Kusmakar; Chandan K. Karmakar; Bernard Yan; Terence J. O'Brien; Ramanathan Muthuganapathy; Marimuthu Palaniswami (EMBC, 2018)

Improved Detection and Classification of Convulsive Epileptic and Psychogenic Non-epileptic Seizures Using FLDA and Bayesian Inference. - Shitanshu Kusmakar; Chandan K. Karmakar; Bernard Yan; Terence J. O'Brien; Marimuthu Palaniswami; Ramanathan Muthuganapathy (EMBC, 2018)

Automated Detection of Convulsive Seizures Using a Wearable Accelerometer Device. - Shitanshu Kusmakar; Chandan K. Karmakar; Bernard Yan; Terence J. O'Brien; Ramanathan Muthuganapathy; Marimuthu Palaniswami (IEEE Trans. Biomed. Eng., 2019)

Poincaré Descriptors for Identifying Hemiparesis in Acute Stroke using Wearable Accelerometry. - Shreyasi Datta; Chandan K. Karmakar; Bernard Yan; Marimuthu Palaniswami (EMBC, 2020)

Analyzing Distance Measures for Upper Limb Activity Measurement in Hemiparetic Stroke Patients. - Shreyasi Datta; Chandan K. Karmakar; Bernard Yan; Marimuthu Palaniswami (EMBC, 2020)

Soft robotic steerable microcatheter for the endovascular treatment of cerebral disorders. - Tilvawala Gopesh; Jessica H. Wen; David Santiago-Dieppa; Bernard Yan; J. Scott Pannell; Alexander Khalessi; Alexander Norbash; James R. Friend (Sci. Robotics, 2021)

Novel Measures of Similarity and Asymmetry in Upper Limb Activities for Identifying Hemiparetic Severity in Stroke Survivors. - Shreyasi Datta; Chandan K. Karmakar; Bernard Yan; Marimuthu Palaniswami (IEEE J. Biomed. Health Informatics, 2021)

Detection of Epileptic Seizure Using Accelerometer Time Series Data and Hidden Markov Model. - Anshuman Agrahri; Alok Tyagi; Dheeraj Kumar; Shitanshu Kusumakar; Marimuthu Palaniswami; Bernard Yan (EMBC, 2022)

EDAF: Early Detection of Atrial Fibrillation from Post-stroke Brain MRI. - Mohammad Javad Shokri; Nandakishor Desai; Aravinda S. Rao; Angelos Sharobeam; Bernard Yan; Marimuthu Palaniswami (ACCV (2), 2024)

Decoding Stroke Patterns: A Novel Deep Learning Approach to Atrial Fibrillation Risk Stratification. - Mohammad Javad Shokri; Nandakishor Desai; Aravinda S. Rao; Angelos Sharobeam; Bernard Yan; Marimuthu Palaniswami (DICTA, 2024)

A Survey of Wearable Sensors and Machine Learning Algorithms for Automated Stroke Rehabilitation. - Nandini Sengupta; Aravinda S. Rao; Bernard Yan; Marimuthu Palaniswami (IEEE Access, 2024)

Multimodal Atrial Fibrillation Risk Stratification: Fusing Post-Stroke Brain DWI and Clinical Data. - Mohammad Javad Shokri; Nandakishor Desai; Aravinda S. Rao; Angelos Sharobeam; Bernard Yan; Marimuthu Palaniswami (ICASSP, 2025)