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Journal Articles
- 2018
[j3]Siddharth Biswal, Haoqi Sun, Balaji Goparaju, M. Brandon Westover, Jimeng Sun
, Matt T. Bianchi:
Expert-level sleep scoring with deep neural networks. J. Am. Medical Informatics Assoc. 25(12): 1643-1650 (2018)- 2014
- [j2]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:
Tracking the Sleep Onset Process: An Empirical Model of Behavioral and Physiological Dynamics. PLoS Comput. Biol. 10(10) (2014) - 2013
- [j1]Jesse Shore, Catherine Jean Chu, Matt T. Bianchi:
Power laws and fragility in flow networks. Soc. Networks 35(1): 116-123 (2013)
Conference and Workshop Papers
- 2017
- [c3]Mingmin Zhao, Shichao Yue, Dina Katabi, Tommi S. Jaakkola, Matt T. Bianchi:
Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture. ICML 2017: 4100-4109 - 2015
- [c2]Siddharth Biswal, Zarina Nip, Valdery Moura Junior, Matt T. Bianchi, Eric S. Rosenthal, M. Brandon Westover:
Automated information extraction from free-text EEG reports. EMBC 2015: 6804-6807 - 2011
- [c1]Luca Citi, Matt T. Bianchi, Elizabeth B. Klerman, Riccardo Barbieri:
Instantaneous monitoring of sleep fragmentation by point process heart rate variability and respiratory dynamics. EMBC 2011: 7735-7738
Informal and Other Publications
- 2017
- [i2]Siddharth Biswal, Joshua Kulas, Haoqi Sun, Balaji Goparaju, M. Brandon Westover, Matt T. Bianchi, Jimeng Sun:
SLEEPNET: Automated Sleep Staging System via Deep Learning. CoRR abs/1707.08262 (2017) - 2013
- [i1]Jesse Shore, Catherine Jean Chu, Matt T. Bianchi:
Power Laws and Fragility in Flow Networks. CoRR abs/1308.0726 (2013)
Coauthor Index
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