James Lu
Orcid: 0000-0002-9687-5607
According to our database1,
James Lu
authored at least 21 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2011, "For contributions to three-dimensional integrated circuit technology".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
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Bibliography
2024
Predicting overall survival from tumor dynamics metrics using parametric statistical and machine learning models: application to patients with RET-altered solid tumors.
Frontiers Artif. Intell., 2024
From Noise to Signal: Unveiling Treatment Effects from Digital Health Data through Pharmacology-Informed Neural-SDE.
CoRR, 2024
2023
CoRR, 2023
Explainable Deep Learning for Tumor Dynamic Modeling and Overall Survival Prediction using Neural-ODE.
CoRR, 2023
Multitask-Guided Self-Supervised Tabular Learning for Patient-Specific Survival Prediction.
Proceedings of the Machine Learning in Computational Biology, November 30, 2023
2021
Deep learning prediction of patient response time course from early data via neural-pharmacokinetic/pharmacodynamic modelling.
Nat. Mach. Intell., 2021
Computing the Hazard Ratios Associated with Explanatory Variables Using Machine Learning Models of Survival Data.
CoRR, 2021
2020
An in vitro quantitative systems pharmacology approach for deconvolving mechanisms of drug-induced, multilineage cytopenias.
PLoS Comput. Biol., 2020
Deep learning prediction of patient response time course from early data via neural-pharmacokinetic/pharmacodynamic modeling.
CoRR, 2020
2016
J. Mach. Learn. Res., 2016
2015
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.
PLoS Comput. Biol., 2014
2013
BMC Bioinform., 2013
2012
Trajectory enclosures for nonlinear systems with uncertain initial conditions and parameters.
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.
Proceedings of the American Control Conference, 2011
2007
Inverse Bifurcation Analysis of a Model for the Mammalian <i>G</i> <sub>1</sub>/ <i>S</i> Regulatory Module.
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.
Bioinform., 2006
Algorithms Mol. Biol., 2006
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.
SIAM J. Sci. Comput., 2004
2003
A Quasi-Minimal Residual Method for Simultaneous Primal-Dual Solutions and Superconvergent Functional Estimates.
SIAM J. Sci. Comput., 2003