Bruce J. Gluckman

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 10

Top Topics

Unscented Kalman Filter

Caenorhabditis Elegans

Data Assimilation

Top Venues

PLoS Comput. Biol.

J. Comput. Neurosci.

Publications

Philip P. Graybill, Bruce J. Gluckman, Mehdi Kiani
Optimization of an unscented Kalman filter for an embedded platform. Comput. Biol. Medicine 146 (2022)
David J. Albers, Matthew E. Levine, Bruce J. Gluckman, Henry N. Ginsberg, George Hripcsak, Lena Mamykina
Correction: Personalized glucose forecasting for type 2 diabetes using data assimilation. PLoS Comput. Biol. 17 (8) (2021)
David J. Albers, Melike Sirlanci Tuysuzoglu, Matthew E. Levine, Caroline Der Nigoghossian, Andrew M. Stuart, Jan Claassen, Bruce J. Gluckman, George Hripcsak
Lessons learned from assimilating knowledge into machine learning to forecast and control glucose in a critical care setting. AMIA (2020)
Philip Graybill, Bruce J. Gluckman, Mehdi Kiani
Toward a Wearable Data Assimilation Platform. BioCAS (2019)
Han Sun, Yu Zhang, Bruce J. Gluckman, Xuefei Zhong, Xiong Zhang
Optimal-channel Selection Algorithms in Mental Tasks based Brain-computer Interface. ICBBB (2018)
David J. Albers, Matthew E. Levine, Andrew M. Stuart, Lena Mamykina, Bruce J. Gluckman, George Hripcsak
Mechanistic machine learning: how data assimilation leverages physiologic knowledge using Bayesian inference to forecast the future, infer the present, and phenotype. J. Am. Medical Informatics Assoc. 25 (10) (2018)
David J. Albers, Matthew E. Levine, Andrew M. Stuart, Jan Claassen, Bruce J. Gluckman, George Hripcsak
Using mechanistic machine learning to forecast glucose and infer physiologic phenotypes in the ICU: what is possible and what are the challenges. AMIA (2018)
David J. Albers, Matthew E. Levine, Andrew M. Stuart, Bruce J. Gluckman, George Hripcsak
Why predicting postprandial glucose using self-monitoring data is difficult. AMIA (2017)
David J. Albers, Matthew E. Levine, Bruce J. Gluckman, Henry N. Ginsberg, George Hripcsak, Lena Mamykina
Personalized glucose forecasting for type 2 diabetes using data assimilation. PLoS Comput. Biol. 13 (4) (2017)
Fatemeh Bahari, Camila Tulyaganova, Myles Billard, Kevin Alloway, Bruce J. Gluckman
The neural basis for sleep regulation - Data assimilation from animal to model. ACSSC (2016)
David J. Albers, Matthew E. Levine, Bruce J. Gluckman, George Hripcsak, Lena Mamykina
Personalized medicine beyond genetics: using personalized model-based forecasting to help type 2 diabetics understand and predict their post-meal glucose. AMIA (2015)
Insoo Kim, Po-Hsiang Lai, Ryan Lobo, Bruce J. Gluckman
Challenges in wearable personal health monitoring systems. EMBC (2014)
Julia Berzhanskaya, Nick Chernyy, Bruce J. Gluckman, Steven J. Schiff, Giorgio A. Ascoli
Modulation of hippocampal rhythms by subthreshold electric fields and network topology. J. Comput. Neurosci. 34 (3) (2013)
Madineh Sedigh-Sarvestani, Steven J. Schiff, Bruce J. Gluckman
Reconstructing Mammalian Sleep Dynamics with Data Assimilation. PLoS Comput. Biol. 8 (11) (2012)
Madineh Sedigh-Sarvestani, David J. Albers, Bruce J. Gluckman
Data assimilation of glucose dynamics for use in the intensive care unit. EMBC (2012)
Insoo Kim, Ho Him R. Fok, Yuanyuan Li, Thomas N. Jackson, Bruce J. Gluckman
Polymer substrate temperature sensor array for brain interfaces. EMBC (2011)
Ankit Jain, Insoo Kim, Bruce J. Gluckman
Low cost electroencephalographic acquisition amplifier to serve as teaching and research tool. EMBC (2011)
Balaji Shanmugasundaram, Bruce J. Gluckman
Micro-reaction chamber electrodes for neural stimulation and recording. EMBC (2011)
Sridhar Sunderam, Nick Chernyy, Jonathan Mason, Nathalia Peixoto, Steven L. Weinstein, Steven J. Schiff, Bruce J. Gluckman
Seizure Modulation with Applied Electric Fields in Chronically Implanted Animals. EMBC (2006)
Eun-Hyoung Park, Ernest Barreto, Bruce J. Gluckman, Steven J. Schiff, Paul So
A Model of the Effects of Applied Electric Fields on Neuronal Synchronization. J. Comput. Neurosci. 19 (1) (2005)
Eun-Hyoung Park, Paul So, Ernest Barreto, Bruce J. Gluckman, Steven J. Schiff
Electric field modulation of synchronization in neuronal networks. Neurocomputing (2003)
Jennifer Chubb, Ernest Barreto, Paul So, Bruce J. Gluckman
The breakdown of Synchronization in Systems of Nonidentical Chaotic oscillators: Theory and Experiment. Int. J. Bifurc. Chaos 11 (10) (2001)