Publications

Refereed journals and book chapters

  • P. E. Z. Larson, H.-Y. Chen, J. W. Gordon, N. Korn, J. Maidens, M. Arcak, S. Tang, M. Van Criekinge, L. Carvajal, D. Mammoli, R. Bok, R. Aggarwal, M. Ferrone, J. B. Slater, S. J. Nelson, J. Kurhanewicz, D. B. Vigneron, Investigation of Analysis Methods for Hyperpolarized 13C-pyruvate Metabolic MRI in Prostate Cancer Patients, NMR in Biomedicine, to appear.

  • J. Maidens, J. W. Gordon, H.-Y. Chen, I. Park, M. Van Criekinge, E. Milshteyn, R. Bok, R. Aggarwal, M. Ferrone, J. B. Slater, J. Kurhanewicz, D. B. Vigneron, M. Arcak, P. E. Z. Larson, Spatio-temporally constrained reconstruction for hyperpolarized carbon-13 MRI using kinetic models, IEEE Transactions on Medical Imaging, to appear. Preprint. doi:10.1109/TMI.2018.2844246.

  • J. Maidens, A. Barrau, S. Bonnabel, M. Arcak, Symmetry reduction for dynamic programming, submitted. Preprint. Software.

  • M. Arcak, J. Maidens, Simulation-based reachability analysis for nonlinear systems using componentwise contraction properties, accepted. Preprint. Software.

  • J. Maidens, M. Arcak, Control and optimization problems in hyperpolarized carbon-13 MRI, in Emerging Applications of Control and System Theory, eds. R. Tempo, S. Yurkovich, and P. Misra, Lecture Notes in Control and Information Sciences - Proceedings, Springer, Cham, pp. 29-40, 2018. Preprint. doi:10.1007/978-3-319-67068-3_3.

  • J. Maidens, J. W. Gordon, M. Arcak, P. E. Z. Larson, Optimizing flip angles for metabolic rate estimation in hyperpolarized carbon-13 MRI, IEEE Transactions on Medical Imaging, vol. 35, pp. 2403-2412, 2016. Preprint. Software. doi:10.1109/TMI.2016.2574240.

  • J. Maidens, S. Kaynama, I. M. Mitchell, M. Oishi, G. A. Dumont, Lagrangian methods for approximating the viability kernel in high-dimensional systems, Automatica, vol. 49, pp. 2017-2029, 2013. Preprint. Software. doi:10.1016/j.automatica.2013.03.020.

Refereed conference proceedings

  • J. Maidens, A. Barrau, S. Bonnabel, M. Arcak, Symmetry reduction for dynamic programming and application to MRI. American Control Conference, Seattle, WA, pp. 4625-4630, 2017. Preprint. Software. doi:10.23919/ACC.2017.7963669.

  • J. Maidens, A. Packard, M. Arcak, Parallel dynamic programming for optimal experiment design in nonlinear systems. Conference on Decision and Control, Las Vegas, NV, pp. 2894-2899, 2016. Preprint. Software. doi:10.1109/CDC.2016.7798700.

  • J. Maidens, M. Arcak, Semidefinite relaxations in optimal experiment design with application to substrate injection for hyperpolarized MRI (Invited Paper). American Control Conference, Boston, MA, pp. 2023-2028, 2016. Preprint. Software. doi:10.1109/ACC.2016.7525216.

  • J. Maidens, P. E. Z. Larson, M. Arcak, Optimal experiment design for physiological parameter estimation using hyperpolarized carbon-13 magnetic resonance imaging. American Control Conference, Chicago, IL, pp. 5770-5775, 2015. Preprint. Software. doi:10.1109/ACC.2015.7172243.

  • J. Maidens, M. Arcak, Trajectory-based reachability analysis of switched nonlinear systems using matrix measures, Conference on Decision and Control, Los Angeles, CA, pp. 6358-6364, 2014. Preprint. doi:10.1109/CDC.2014.7040386.

  • J. Maidens, M. Y. Li, Global Lyapunov functions and a hierarchical control scheme for networks of robotic agents, American Control Conference, Washington, DC, pp. 4050-4055, 2013. Preprint. Software. doi:10.1109/ACC.2013.6580460.

  • S. Kaynama, J. Maidens, M. Oishi, I. M. Mitchell, G. A. Dumont, Computing the Viability Kernel Using Maximal Reachable Sets, Hybrid Systems Computation and Control, Beijing, China, pp. 55-63, 2012. Preprint. doi:10.1145/2185632.2185644.

Refereed conference abstracts

  • P. E. Z. Larson, H.-Y. Chen, J. W. Gordon, J. Maidens, D. Mammoli, M. Van Criekinge, R. Bok, R. Aggarwal, M. Ferrone, J. B. Slater, J. Kurhanewicz, D. B. Vigneron, Analysis Methods for Human Hyperpolarized 13C-pyruvate Studies, ISMRM Annual Meeting, Paris, France, p. 3850, 2018. Online Abstract

  • J. Maidens, J. W. Gordon, M. Arcak, H.-Y. Chen, I. Park, M. Van Criekinge, E. Milshteyn, R. Bok, R. Aggarwal, M. Ferrone, J. B. Slater, J. Kurhanewicz, D. B. Vigneron, and P. E. Z. Larson, Spatio-temporally constrained reconstruction for hyperpolarized carbon-13 MRI using kinetic models, ISMRM Annual Meeting, Honolulu, HI, p. 3040, 2017. Online Abstract.

  • J. Maidens, J. W. Gordon, M. Arcak, P. E. Z. Larson, Optimizing flip angles for metabolic rate estimation in hyperpolarized carbon-13 MRI, ISMRM Annual Meeting, Singapore, p. 2341, 2016. Online Abstract.

  • P. E. Z. Larson, J. Gordon, J. Maidens, M. Arcak, H.-Y. Chen, G. Reed, I. Park, R. Aggarwal, R. Bok, S. J. Nelson, J. Kurhanewicz, and D. B. Vigneron, Robust Quantitative Methods Applied to Clinical Hyperpolarized C-13 MR of Prostate Cancer Patients, ISMRM Annual Meeting, Singapore, p. 2347, 2016. Online Abstract.

Theses

  • J. Maidens, “Optimal Control for Learning with Applications in Dynamic MRI,” Doctor of Philosophy Dissertation, University of California, Berkeley, August 2017. Berkeley EECS Technical Report.

  • J. Maidens, “Scalable computation of viability kernels and a viability-theoretic approach to guaranteeing safety for closed-loop medical devices,” Master of Applied Science Thesis, The University of British Columbia, 2012. doi:10.14288/1.0072881.