James Lu

21 papers C 2Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
From Noise to Signal: Unveiling Treatment Effects from Digital Health Data through Pharmacology-Informed Neural-SDE.
CoRR
Samira Pakravan, Nikolaos Evangelou, Maxime Usdin, Logan Brooks, James Lu
2024 J jnl
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.
Erick Velasquez, Nastya Kassir, Sravanthi Cheeti, Denison Kuruvilla, Rucha Sane, Steve Dang, Dale Miles, James Lu
2023 J jnl
Explainable Deep Learning for Tumor Dynamic Modeling and Overall Survival Prediction using Neural-ODE.
CoRR
Mark Laurie, James Lu
2023 J jnl
Integration of Graph Neural Network and Neural-ODEs for Tumor Dynamic Prediction.
CoRR
Omid Bazgir, Zichen Wang, Marc Hafner, James Lu
2023 — conf
Multitask-Guided Self-Supervised Tabular Learning for Patient-Specific Survival Prediction.
MLCB
You Wu, Omid Bazgir, Yongju Lee, Tommaso Biancalani, James Lu, Ehsan Hajiramezanali
2021 J jnl
Computing the Hazard Ratios Associated with Explanatory Variables Using Machine Learning Models of Survival Data.
CoRR
Sameer Sundrani, James Lu
2021 J jnl
Deep learning prediction of patient response time course from early data via neural-pharmacokinetic/pharmacodynamic modelling.
Nat. Mach. Intell.
James Lu, Brendan Bender, Jin Y. Jin, Yuanfang Guan
2020 J jnl
An in vitro quantitative systems pharmacology approach for deconvolving mechanisms of drug-induced, multilineage cytopenias.
PLoS Comput. Biol.
Jennifer L. Wilson, Dan Lu, Nick Corr, Aaron Fullerton, James Lu
2020 J jnl
Deep learning prediction of patient response time course from early data via neural-pharmacokinetic/pharmacodynamic modeling.
CoRR
James Lu, Brendan Bender, Jin Y. Jin, Yuanfang Guan
2016 J jnl
Electronic Health Record Analysis via Deep Poisson Factor Models.
J. Mach. Learn. Res.
Ricardo Henao, James Lu, Joseph E. Lucas, Jeffrey M. Ferranti, Lawrence Carin
2015 — conf
Deep Poisson Factor Modeling.
NIPS
Ricardo Henao, Zhe Gan, James Lu, Lawrence Carin
2014 J jnl
An
PLoS Comput. Biol.
James Lu, Katrin Hübner, M. Nazeem Nanjee, Eliot A. Brinton, Norman A. Mazer
2013 J jnl
Mapping behavioral specifications to model parameters in synthetic biology.
BMC Bioinform.
Heinz Koeppl, Marc Hafner, James Lu
2012 C conf
Trajectory enclosures for nonlinear systems with uncertain initial conditions and parameters.
ACC
Elias August, James Lu, Heinz Koeppl
2011 C conf
Computationally implementable sufficient conditions for the synchronisation of coupled dynamical systems with time delays in the coupling.
ACC
Elias August, Yongqiang Wang, Francis J. Doyle, James Lu, Heinz Koeppl
2007 — conf
Inverse Bifurcation Analysis of a Model for the Mammalian
BIRD
James Lu, Heinz W. Engl, Rainer Machné, Peter Schuster
2006 — conf
An Automatic Technique to Synthesize Avionics Architecture.
AHS
Savio Chau, Van Dang, Joseph Xu, James Lu
2006 J jnl
Inverse bifurcation analysis: application to simple gene systems.
Algorithms Mol. Biol.
James Lu, Heinz W. Engl, Peter Schuster
2006 J jnl
The SBML ODE Solver Library: a native API for symbolic and fast numerical analysis of reaction networks.
Bioinform.
Rainer Machné, Andrew Finney, Stefan Müller, James Lu, Stefanie Widder, Christoph Flamm
2004 J jnl
Higher-Dimensional Integration with Gaussian Weight for Applications in Probabilistic Design.
SIAM J. Sci. Comput.
James Lu, David L. Darmofal
2003 J jnl
A Quasi-Minimal Residual Method for Simultaneous Primal-Dual Solutions and Superconvergent Functional Estimates.
SIAM J. Sci. Comput.
James Lu, David L. Darmofal