| Moderate levels of activation lead to forgetting in the think/no-think paradigm GJ Detre, A Natarajan, SJ Gershman, KA Norman Neuropsychologia 51 (12), 2371-2388, 2013 | 119 | 2013 |
| A wide and deep transformer neural network for 12-lead ECG classification A Natarajan, Y Chang, S Mariani, A Rahman, G Boverman, S Vij, J Rubin 2020 Computing in Cardiology, 1-4, 2020 | 60 | 2020 |
| Domain adaptation methods for improving lab-to-field generalization of cocaine detection using wearable ECG B Natarajan, Annamalai, Angarita, Gustavo, Gaiser, Edward, Malison, Robert ... ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016 | 38 | 2016 |
| Detecting cocaine use with wearable electrocardiogram sensors A Natarajan, A Parate, E Gaiser, G Angarita, R Malison, B Marlin, ... Proceedings of the 2013 ACM international joint conference on Pervasive and …, 2013 | 36 | 2013 |
| Reliable identification of mental tasks using time-embedded EEG and sequential evidence accumulation C Anderson, E Forney, D Hains, A Natarajan Journal of Neural Engineering 8 (2), 025023, 2011 | 27 | 2011 |
| On-body sensing of cocaine craving, euphoria and drug-seeking behavior using cardiac and respiratory signals BT Gullapalli, A Natarajan, GA Angarita, RT Malison, D Ganesan, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019 | 15 | 2019 |
| Method and apparatus for remote parental control of content viewing in augmented reality settings U Oswal, B Eriksson, CH Lim, H Seifi, SS Bhamidipati, S Hamidi-Rad, ... US Patent App. 16/063,285, 2018 | 15 | 2018 |
| Methods and systems for personalized heating, ventilation, and air conditioning E Laftchiev, A Natarajan US Patent 10,794,609, 2020 | 13 | 2020 |
| Detecting Divisions of the Autonomic Nervous System Using Wearables A Natarajan, K Xu, E Brian IEEE Engineering in Medicine and Biology Conference, 2016 | 13 | 2016 |
| A transfer active learning framework to predict thermal comfort A Natarajan, E Laftchiev International Journal of Prognostics and Health Management 10 (3), 2019 | 11 | 2019 |
| A multi-task imputation and classification neural architecture for early prediction of sepsis from multivariate clinical time series Y Chang, J Rubin, G Boverman, S Vij, A Rahman, A Natarajan, ... 2019 Computing in Cardiology (CinC), Page 1-Page 4, 2019 | 8 | 2019 |
| Conditional random fields for morphological analysis of wireless ecg signals A Natarajan, E Gaiser, G Angarita, R Malison, D Ganesan, B Marlin Proceedings of the 5th ACM Conference on Bioinformatics, Computational …, 2014 | 8 | 2014 |
| Hierarchical active learning for model personalization in the presence of label scarcity A Natarajan, D Ganesan, BM Marlin 2019 IEEE 16th International Conference on Wearable and Implantable Body …, 2019 | 6 | 2019 |
| Early prediction of hemodynamic interventions in the intensive care unit using machine learning A Rahman, Y Chang, J Dong, B Conroy, A Natarajan, T Kinoshita, ... Critical Care 25 (1), 1-9, 2021 | 5 | 2021 |
| A remote wireless sensor network/electrocardiographic approach to discriminating cocaine use GA Angarita, A Natarajan, EC Gaiser, A Parate, B Marlin, R Gueorguieva, ... Drug and Alcohol Dependence 100 (146), e209, 2015 | 5 | 2015 |
| Parsing wireless electrocardiogram signals with context free grammar conditional random fields T Nguyen, RJ Adams, A Natarajan, BM Marlin 2016 IEEE Wireless Health (WH), 1-8, 2016 | 4 | 2016 |
| Convolution-free waveform transformers for multi-lead ECG classification A Natarajan, G Boverman, Y Chang, C Antonescu, J Rubin 2021 Computing in Cardiology (CinC) 48, 1-4, 2021 | 3 | 2021 |
| Method and apparatus for displaying content in augmented reality settings U Oswal, B Eriksson, CH Lim, H Seifi, SS Bhamidipati, S Hamidi-Rad, ... US Patent App. 16/063,282, 2018 | 3 | 2018 |
| Machine Learning Methods for Personalized Health Monitoring Using Wearable Sensors A Natarajan | 1 | 2019 |
| Prediction of extubation failure among low birthweight neonates using machine learning A Natarajan, G Lam, J Liu, AL Beam, KS Beam, JC Levin Journal of Perinatology, 1-6, 2023 | | 2023 |
Benjamin M. MarlinCollege of Information and Computer Sciences, UMass AmherstVerified email at umass.edu
