Matt T. Bianchi

According to our database, Matt T. Bianchi authored at least 7 papers between 2011 and 2018.

Collaborative distances:

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

2018

Expert-level sleep scoring with deep neural networks.

Siddharth Biswal, Haoqi Sun, Balaji Goparaju, M. Brandon Westover, Jimeng Sun, Matt T. Bianchi

J. Am. Medical Informatics Assoc., 2018

2017

SLEEPNET: Automated Sleep Staging System via Deep Learning.

Siddharth Biswal, Joshua Kulas, Haoqi Sun, Balaji Goparaju, M. Brandon Westover, Matt T. Bianchi, Jimeng Sun

CoRR, 2017

Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture.

Mingmin Zhao, Shichao Yue, Dina Katabi, Tommi S. Jaakkola, Matt T. Bianchi

Proceedings of the 34th International Conference on Machine Learning, 2017

2015

Automated information extraction from free-text EEG reports.

Siddharth Biswal, Zarina Nip, Valdery Moura Junior, Matt T. Bianchi, Eric S. Rosenthal, M. Brandon Westover

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Tracking the Sleep Onset Process: An Empirical Model of Behavioral and Physiological Dynamics.

Michael J. Prerau, Katie E. Hartnack, Gabriel Obregon-Henao, Aaron L. Sampson, Margaret Merlino, Karen Gannon, Matt T. Bianchi, Jeffrey M. Ellenbogen, Patrick L. Purdon

PLoS Comput. Biol., 2014

2013

Power laws and fragility in flow networks.

Jesse Shore, Catherine Jean Chu, Matt T. Bianchi

Soc. Networks, 2013

2011

Instantaneous monitoring of sleep fragmentation by point process heart rate variability and respiratory dynamics.

Luca Citi, Matt T. Bianchi, Elizabeth B. Klerman, Riccardo Barbieri

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011