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Annamalai Natarajan
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2020 – today
- 2021
- [c10]Annamalai Natarajan, Gregory Boverman, Yale Chang, Corneliu Antonescu, Jonathan Rubin:
Convolution-Free Waveform Transformers for Multi-Lead ECG Classification. CinC 2021: 1-4 - [i1]Annamalai Natarajan, Gregory Boverman, Yale Chang, Corneliu Antonescu, Jonathan Rubin:
Convolution-Free Waveform Transformers for Multi-Lead ECG Classification. CoRR abs/2109.15129 (2021) - 2020
- [c9]Annamalai Natarajan, Yale Chang, Sara Mariani, Asif Rahman, Gregory Boverman, Shruti Vij, Jonathan Rubin:
A Wide and Deep Transformer Neural Network for 12-Lead ECG Classification. CinC 2020: 1-4
2010 – 2019
- 2019
- [j1]Bhanuteja Gullapalli, Annamalai Natarajan, Gustavo A. Angarita, Robert Malison, Deepak Ganesan, Tauhidur Rahman:
On-body Sensing of Cocaine Craving, Euphoria and Drug-Seeking Behavior Using Cardiac and Respiratory Signals. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(2): 46:1-46:31 (2019) - [c8]Annamalai Natarajan, Deepak Ganesan, Benjamin M. Marlin
:
Hierarchical Active Learning for Model Personalization in the Presence of Label Scarcity. BSN 2019: 1-4 - [c7]Yale Chang, Jonathan Rubin, Gregory Boverman
A Multi-Task Imputation and Classification Neural Architecture for Early Prediction of Sepsis from Multivariate Clinical Time Series. CinC 2019: 1-4 - 2016
- [c6]Annamalai Natarajan, Kevin S. Xu, Brian Eriksson:
Detecting divisions of the autonomic nervous system using wearables. EMBC 2016: 5761-5764 - [c5]Annamalai Natarajan, Gustavo Angarita, Edward Gaiser, Robert Malison, Deepak Ganesan, Benjamin M. Marlin
Domain adaptation methods for improving lab-to-field generalization of cocaine detection using wearable ECG. UbiComp 2016: 875-885 - [c4]Thai Nguyen, Roy J. Adams, Annamalai Natarajan, Benjamin M. Marlin
Parsing wireless electrocardiogram signals with context free grammar conditional random fields. Wireless Health 2016: 149-156 - 2014
- [c3]Annamalai Natarajan, Edward Gaiser, Gustavo Angarita, Robert Malison, Deepak Ganesan, Benjamin M. Marlin
Conditional random fields for morphological analysis of wireless ECG signals. BCB 2014: 370-379 - 2013
- [c2]Annamalai Natarajan, Abhinav Parate, Edward Gaiser, Gustavo Angarita, Robert Malison, Benjamin M. Marlin, Deepak Ganesan:
Detecting Signatures of Cocaine Using On-Body Sensors. AMIA 2013 - [c1]Annamalai Natarajan, Abhinav Parate, Edward Gaiser, Gustavo Angarita, Robert Malison, Benjamin M. Marlin
Detecting cocaine use with wearable electrocardiogram sensors. UbiComp 2013: 123-132
Coauthor Index
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