Matt T. Bianchi

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 4

Top Topics

Preferential Attachment

Network Topologies

Top Venues

J. Am. Medical Informatics Assoc.

Publications

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) (2018)
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 (2017)
Mingmin Zhao, Shichao Yue, Dina Katabi, Tommi S. Jaakkola, Matt T. Bianchi
Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture. ICML (2017)
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)
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)
Jesse Shore, Catherine J. Chu, Matt T. Bianchi
Power Laws and Fragility in Flow Networks. CoRR (2013)
Jesse Shore, Catherine J. Chu, Matt T. Bianchi
Power laws and fragility in flow networks. Soc. Networks 35 (1) (2013)
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)