Annamalai Natarajan

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 9

Top Topics

Top Venues

Wireless Health

Publications

Annamalai Natarajan, Gregory Boverman, Yale Chang, Corneliu Antonescu, Jonathan Rubin
Convolution-Free Waveform Transformers for Multi-Lead ECG Classification. CinC (2021)
Annamalai Natarajan, Gregory Boverman, Yale Chang, Corneliu Antonescu, Jonathan Rubin
Convolution-Free Waveform Transformers for Multi-Lead ECG Classification. CoRR (2021)
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)
Annamalai Natarajan, Deepak Ganesan, Benjamin M. Marlin
Hierarchical Active Learning for Model Personalization in the Presence of Label Scarcity. BSN (2019)
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) (2019)
Yale Chang, Jonathan Rubin, Gregory Boverman, Shruti Vij, Asif Rahman, Annamalai Natarajan, Saman Parvaneh
A Multi-Task Imputation and Classification Neural Architecture for Early Prediction of Sepsis from Multivariate Clinical Time Series. CinC (2019)
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)
Annamalai Natarajan, Kevin S. Xu, Brian Eriksson
Detecting divisions of the autonomic nervous system using wearables. EMBC (2016)
Thai Nguyen, Roy J. Adams, Annamalai Natarajan, Benjamin M. Marlin
Parsing wireless electrocardiogram signals with context free grammar conditional random fields. Wireless Health (2016)
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)
Annamalai Natarajan, Abhinav Parate, Edward Gaiser, Gustavo Angarita, Robert Malison, Benjamin M. Marlin, Deepak Ganesan
Detecting cocaine use with wearable electrocardiogram sensors. UbiComp (2013)
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)