Manoj Vishwanath

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Traumatic Brain Injury

Machine Learning

Top Venues

Publications

Manoj Vishwanath, Steven Cao, Nikil D. Dutt, Amir M. Rahmani, Miranda M. Lim, Hung Cao
Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment. CoRR (2023)
Sadaf Sarafan, Hoang Vuong, Daniel Jilani, Samir Malhotra, Michael P. H. Lau, Manoj Vishwanath, Tadesse Ghirmai, Hung Cao
A Novel ECG Denoising Scheme Using the Ensemble Kalman Filter. EMBC (2022)
Manoj Vishwanath, Nikil D. Dutt, Amir M. Rahmani, Miranda M. Lim, Hung Cao
Label Alignment Improves EEG-based Machine Learning-based Classification of Traumatic Brain Injury. EMBC (2022)
Khuong Vo, Manoj Vishwanath, Ramesh Srinivasan, Nikil D. Dutt, Hung Cao
Composing Graphical Models with Generative Adversarial Networks for EEG Signal Modeling. ICASSP (2022)
Mohamed Benomar, Steven Cao, Manoj Vishwanath, Khuong Vo, Hung Cao
Investigation of EEG-Based Biometric Identification Using State-of-the-Art Neural Architectures on a Real-Time Raspberry Pi-Based System. Sensors 22 (23) (2022)
Navjodh Singh Dhillon, Agustinus Sutandi, Manoj Vishwanath, Miranda M. Lim, Hung Cao, Dong Si
A Raspberry Pi-based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram. CoRR (2021)
Manoj Vishwanath, Salar Jafarlou, Ikhwan Shin, Nikil D. Dutt, Amir M. Rahmani, Carolyn E. Jones, Miranda M. Lim, Hung Cao
Investigation of Machine Learning and Deep Learning Approaches for Detection of Mild Traumatic Brain Injury from Human Sleep Electroencephalogram. EMBC (2021)
Navjodh Singh Dhillon, Agustinus Sutandi, Manoj Vishwanath, Miranda M. Lim, Hung Cao, Dong Si
A Raspberry Pi-Based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram. Sensors 21 (8) (2021)
Manoj Vishwanath, Salar Jafarlou, Ikhwan Shin, Nikil D. Dutt, Amir M. Rahmani, Miranda M. Lim, Hung Cao
. EMBC (2020)
Manoj Vishwanath, Salar Jafarlou, Ikhwan Shin, Miranda M. Lim, Nikil D. Dutt, Amir M. Rahmani, Hung Cao
Investigation of Machine Learning Approaches for Traumatic Brain Injury Classification via EEG Assessment in Mice. Sensors 20 (7) (2020)