| Investigation of machine learning approaches for traumatic brain injury classification via EEG assessment in mice M Vishwanath, S Jafarlou, I Shin, MM Lim, N Dutt, AM Rahmani, H Cao Sensors 20 (7), 2027, 2020 | 37 | 2020 |
| A Raspberry Pi-based traumatic brain injury detection system for single-channel electroencephalogram NS Dhillon, A Sutandi, M Vishwanath, MM Lim, H Cao, D Si Sensors 21 (8), 2779, 2021 | 20 | 2021 |
| Classification of Electroencephalogram in a Mouse Model of Traumatic Brain Injury Using Machine Learning Approaches* M Vishwanath, S Jafarlou, I Shin, N Dutt, AM Rahmani, MM Lim, H Cao 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 13 | 2020 |
| Investigation of EEG-Based Biometric Identification Using State-of-the-Art Neural Architectures on a Real-Time Raspberry Pi-Based System M Benomar, S Cao, M Vishwanath, K Vo, H Cao Sensors 22 (23), 9547, 2022 | 8 | 2022 |
| A novel ecg denoising scheme using the ensemble kalman filter S Sarafan, H Vuong, D Jilani, S Malhotra, MPH Lau, M Vishwanath, ... 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 7 | 2022 |
| Composing graphical models with generative adversarial networks for eeg signal modeling K Vo, M Vishwanath, R Srinivasan, N Dutt, H Cao ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 6 | 2022 |
| Investigation of machine learning and deep learning approaches for detection of mild traumatic brain injury from human sleep electroencephalogram M Vishwanath, S Jafarlou, I Shin, N Dutt, AM Rahmani, CE Jones, MM Lim, ... 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 6 | 2021 |
| Detection of Traumatic Brain Injury Using a Standard Machine Learning Pipeline in Mouse and Human Sleep Electroencephalogram M Vishwanath University of California, Irvine, 2021 | 5 | 2021 |
| Microelectrode array membranes to simultaneously assess cardiac and neurological signals of xenopus laevis under chemical exposures and environmental changes X Xia, M Vishwanath, J Zhang, S Sarafan, RST Torres, T Le, MPH Lau, ... Biosensors and Bioelectronics 210, 114292, 2022 | 3 | 2022 |
| Label Alignment Improves EEG-based Machine Learning-based Classification of Traumatic Brain Injury M Vishwanath, N Dutt, AM Rahmani, MM Lim, H Cao 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 1 | 2022 |
| Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment M Vishwanath, S Cao, N Dutt, AM Rahmani, MM Lim, H Cao arXiv preprint arXiv:2310.02398, 2023 | | 2023 |
| Species-independent Pipeline for Quantitative Analysis of Electroencephalogram with Application in Classification of Traumatic Brain Injury in Mice and Humans M Vishwanath, C Jones, MM Lim, H Cao Cutting-edge Technologies in Biological Sensing and Analysis, 239-269, 2023 | | 2023 |
Hung CaoUniversity of California IrvineVerified email at uci.edu
