James Lu

According to our database, James Lu authored at least 19 papers between 2003 and 2024.

Collaborative distances:

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

2024

From Noise to Signal: Unveiling Treatment Effects from Digital Health Data through Pharmacology-Informed Neural-SDE.

Samira Pakravan, Nikolaos Evangelou, Maxime Usdin, Logan Brooks, James Lu

CoRR, 2024

2023

Integration of Graph Neural Network and Neural-ODEs for Tumor Dynamic Prediction.

Omid Bazgir, Zichen Wang, Marc Hafner, James Lu

CoRR, 2023

Explainable Deep Learning for Tumor Dynamic Modeling and Overall Survival Prediction using Neural-ODE.

Mark Laurie, James Lu

CoRR, 2023

2021

Deep learning prediction of patient response time course from early data via neural-pharmacokinetic/pharmacodynamic modelling.

James Lu, Brendan Bender, Jin Y. Jin, Yuanfang Guan

Nat. Mach. Intell., 2021

Computing the Hazard Ratios Associated with Explanatory Variables Using Machine Learning Models of Survival Data.

Sameer Sundrani, James Lu

CoRR, 2021

2020

An in vitro quantitative systems pharmacology approach for deconvolving mechanisms of drug-induced, multilineage cytopenias.

Jennifer L. Wilson, Dan Lu, Nick Corr, Aaron Fullerton, James Lu

PLoS Comput. Biol., 2020

Deep learning prediction of patient response time course from early data via neural-pharmacokinetic/pharmacodynamic modeling.

James Lu, Brendan Bender, Jin Y. Jin, Yuanfang Guan

CoRR, 2020

2016

Electronic Health Record Analysis via Deep Poisson Factor Models.

Ricardo Henao, James Lu, Joseph E. Lucas, Jeffrey M. Ferranti, Lawrence Carin

J. Mach. Learn. Res., 2016

2015

Deep Poisson Factor Modeling.

Ricardo Henao, Zhe Gan, James Lu, Lawrence Carin

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

An <i>In-Silico</i> Model of Lipoprotein Metabolism and Kinetics for the Evaluation of Targets and Biomarkers in the Reverse Cholesterol Transport Pathway.

James Lu, Katrin Hübner, M. Nazeem Nanjee, Eliot A. Brinton, Norman A. Mazer

PLoS Comput. Biol., 2014

2013

Mapping behavioral specifications to model parameters in synthetic biology.

Heinz Koeppl, Marc Hafner, James Lu

BMC Bioinform., 2013

2012

Trajectory enclosures for nonlinear systems with uncertain initial conditions and parameters.

Elias August, James Lu, Heinz Koeppl

Proceedings of the American Control Conference, 2012

2011

Computationally implementable sufficient conditions for the synchronisation of coupled dynamical systems with time delays in the coupling.

Elias August, Yongqiang Wang, Francis J. Doyle, James Lu, Heinz Koeppl

Proceedings of the American Control Conference, 2011

2007

Inverse Bifurcation Analysis of a Model for the Mammalian <i>G</i> ₁/ <i>S</i> Regulatory Module.

James Lu, Heinz W. Engl, Rainer Machné, Peter Schuster

Proceedings of the Bioinformatics Research and Development, First International Conference, 2007

2006

The SBML ODE Solver Library: a native API for symbolic and fast numerical analysis of reaction networks.

Rainer Machné, Andrew Finney, Stefan Müller, James Lu, Stefanie Widder, Christoph Flamm

Bioinform., 2006

Inverse bifurcation analysis: application to simple gene systems.

James Lu, Heinz W. Engl, Peter Schuster

Algorithms Mol. Biol., 2006

An Automatic Technique to Synthesize Avionics Architecture.

Savio Chau, Van Dang, Joseph Xu, James Lu

Proceedings of the First NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2006), 2006

2004

Higher-Dimensional Integration with Gaussian Weight for Applications in Probabilistic Design.

James Lu, David L. Darmofal

SIAM J. Sci. Comput., 2004

2003

A Quasi-Minimal Residual Method for Simultaneous Primal-Dual Solutions and Superconvergent Functional Estimates.

James Lu, David L. Darmofal

SIAM J. Sci. Comput., 2003