Annamalai Natarajan

According to our database, Annamalai Natarajan authored at least 11 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Convolution-Free Waveform Transformers for Multi-Lead ECG Classification.

Annamalai Natarajan, Gregory Boverman, Yale Chang, Corneliu Antonescu, Jonathan Rubin

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

A Wide and Deep Transformer Neural Network for 12-Lead ECG Classification.

Annamalai Natarajan, Yale Chang, Sara Mariani, Asif Rahman, Gregory Boverman, Shruti Vij, Jonathan Rubin

Proceedings of the Computing in Cardiology, 2020

2019

On-body Sensing of Cocaine Craving, Euphoria and Drug-Seeking Behavior Using Cardiac and Respiratory Signals.

Bhanuteja Gullapalli, Annamalai Natarajan, Gustavo A. Angarita, Robert Malison, Deepak Ganesan, Tauhidur Rahman

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

A Multi-Task Imputation and Classification Neural Architecture for Early Prediction of Sepsis from Multivariate Clinical Time Series.

Yale Chang, Jonathan Rubin, Gregory Boverman, Shruti Vij, Asif Rahman, Annamalai Natarajan, Saman Parvaneh

Proceedings of the 46th Computing in Cardiology, 2019

Hierarchical Active Learning for Model Personalization in the Presence of Label Scarcity.

Annamalai Natarajan, Deepak Ganesan, Benjamin M. Marlin

Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

2016

Parsing wireless electrocardiogram signals with context free grammar conditional random fields.

Thai Nguyen, Roy J. Adams, Annamalai Natarajan, Benjamin M. Marlin

Proceedings of the 2016 IEEE Wireless Health, 2016

Domain adaptation methods for improving lab-to-field generalization of cocaine detection using wearable ECG.

Annamalai Natarajan, Gustavo Angarita, Edward Gaiser, Robert Malison, Deepak Ganesan, Benjamin M. Marlin

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Detecting divisions of the autonomic nervous system using wearables.

Annamalai Natarajan, Kevin S. Xu, Brian Eriksson

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2014

Conditional random fields for morphological analysis of wireless ECG signals.

Annamalai Natarajan, Edward Gaiser, Gustavo Angarita, Robert Malison, Deepak Ganesan, Benjamin M. Marlin

Proceedings of the 5th ACM Conference on Bioinformatics, 2014

2013

Detecting cocaine use with wearable electrocardiogram sensors.

Annamalai Natarajan, Abhinav Parate, Edward Gaiser, Gustavo Angarita, Robert Malison, Benjamin M. Marlin, Deepak Ganesan

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Detecting Signatures of Cocaine Using On-Body Sensors.

Annamalai Natarajan, Abhinav Parate, Edward Gaiser, Gustavo Angarita, Robert Malison, Benjamin M. Marlin, Deepak Ganesan

Proceedings of the AMIA 2013, 2013