Annamalai Natarajan

12 papers C 1Misc 3Journal 2Unranked 6
YearRankTypeTitle / Venue / Authors
2021 — conf
Convolution-Free Waveform Transformers for Multi-Lead ECG Classification.
CinC
Annamalai Natarajan, Gregory Boverman, Yale Chang, Corneliu Antonescu, Jonathan Rubin
2021 J jnl
Convolution-Free Waveform Transformers for Multi-Lead ECG Classification.
CoRR
Annamalai Natarajan, Gregory Boverman, Yale Chang, Corneliu Antonescu, Jonathan Rubin
2020 — conf
A Wide and Deep Transformer Neural Network for 12-Lead ECG Classification.
CinC
Annamalai Natarajan, Yale Chang, Sara Mariani, Asif Rahman, Gregory Boverman, Shruti Vij, Jonathan Rubin
2019 — conf
A Multi-Task Imputation and Classification Neural Architecture for Early Prediction of Sepsis from Multivariate Clinical Time Series.
CinC
Yale Chang, Jonathan Rubin, Gregory Boverman, Shruti Vij, Asif Rahman, Annamalai Natarajan, Saman Parvaneh
2019 C conf
Hierarchical Active Learning for Model Personalization in the Presence of Label Scarcity.
BSN
Annamalai Natarajan, Deepak Ganesan, Benjamin M. Marlin
2019 J jnl
On-body Sensing of Cocaine Craving, Euphoria and Drug-Seeking Behavior Using Cardiac and Respiratory Signals.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Bhanuteja Gullapalli, Annamalai Natarajan, Gustavo A. Angarita, Robert Malison, Deepak Ganesan, Tauhidur Rahman
2016 — conf
Detecting divisions of the autonomic nervous system using wearables.
EMBC
Annamalai Natarajan, Kevin S. Xu, Brian Eriksson
2016 Misc conf
Domain adaptation methods for improving lab-to-field generalization of cocaine detection using wearable ECG.
UbiComp
Annamalai Natarajan, Gustavo Angarita, Edward Gaiser, Robert Malison, Deepak Ganesan, Benjamin M. Marlin
2016 — conf
Parsing wireless electrocardiogram signals with context free grammar conditional random fields.
Wireless Health
Thai Nguyen, Roy J. Adams, Annamalai Natarajan, Benjamin M. Marlin
2014 — conf
Conditional random fields for morphological analysis of wireless ECG signals.
BCB
Annamalai Natarajan, Edward Gaiser, Gustavo Angarita, Robert Malison, Deepak Ganesan, Benjamin M. Marlin
2013 Misc conf
Detecting Signatures of Cocaine Using On-Body Sensors.
AMIA
Annamalai Natarajan, Abhinav Parate, Edward Gaiser, Gustavo Angarita, Robert Malison, Benjamin M. Marlin, Deepak Ganesan
2013 Misc conf
Detecting cocaine use with wearable electrocardiogram sensors.
UbiComp
Annamalai Natarajan, Abhinav Parate, Edward Gaiser, Gustavo Angarita, Robert Malison, Benjamin M. Marlin, Deepak Ganesan