| Deconvolving the input to random abstract parabolic systems: a population model-based approach to estimating blood/breath alcohol concentration from transdermal alcohol … M Sirlanci, IG Rosen, SE Luczak, CE Fairbairn, K Bresin, D Kang Inverse problems 34 (12), 125006, 2018 | 31 | 2018 |
| Estimating the distribution of random parameters in a diffusion equation forward model for a transdermal alcohol biosensor M Sirlanci, SE Luczak, CE Fairbairn, D Kang, R Pan, X Yu, IG Rosen Automatica 106, 101-109, 2019 | 30 | 2019 |
| Applying a novel population-based model approach to estimating breath alcohol concentration (BrAC) from transdermal alcohol concentration (TAC) biosensor data M Sirlanci, IG Rosen, TL Wall, SE Luczak Alcohol 81, 117-129, 2019 | 20 | 2019 |
| Estimation of the distribution of random parameters in discrete time abstract parabolic systems with unbounded input and output: Approximation and convergence M Sirlanci, SE Luczak, IG Rosen Communications in Applied Analysis 23 (2), 44, 2019 | 20 | 2019 |
| The Prohorov Metric Framework and aggregate data inverse problems for random PDEs HT Banks, KB Flores, IG Rosen, EM Rutter, M Sirlanci, WC Thompson Communications in applied analysis 22 (3), 415, 2018 | 20 | 2018 |
| Approximation and convergence in the estimation of random parameters in linear holomorphic semigroups generated by regularly dissipative operators M Sirlanci, S Luczak, IG Rosen 2017 American Control Conference (ACC), 3171-3176, 2017 | 19 | 2017 |
| A simple modeling framework for prediction in the human glucose-insulin system M Sirlanci, ME Levine, CC Wang, DJ Albers, AM Stuart arXiv preprint arXiv:1910.14193, 2019 | 14* | 2019 |
| Nonparametric estimation of blood alcohol concentration from transdermal alcohol measurements using alcohol biosensor devices A Kryshchenko, M Sirlanci, B Vader Advances in Data Science, 329-360, 2021 | 3 | 2021 |
| Interpretable Forecasting of Physiology in the ICU Using Constrained Data Assimilation and Electronic Health Record Data D Albers, M Sirlanci, M Levine, J Claassen, C Der Nigoghossian, ... arXiv preprint arXiv:2305.06513, 2023 | 1 | 2023 |
| A Stochastic Model-Based Control Methodology for Glycemic Management in the Intensive Care Unit M Sirlanci, G Hripcsak, CC Wang, JN Stroh, Y Wang, TD Bennett, ... arXiv preprint arXiv:2403.14934, 2024 | | 2024 |
| Interpretable physiological forecasting in the ICU using constrained data assimilation and electronic health record data D Albers, M Sirlanci, M Levine, J Claassen, C Der Nigoghossian, ... Journal of Biomedical Informatics 145, 104477, 2023 | | 2023 |
| A NOVEL POPULATION-BASED MODEL APPROACH TO ESTIMATING BREATH ALCOHOL CONCENTRATION (BRAC) FROM TRANSDERMAL ALCOHOL CONCENTRATION (TAC) BIOSENSOR DATA SE Luczak, M Sirlanci, TL Wall, G Rosen ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH 42, 98A-98A, 2018 | | 2018 |
DJ AlbersUniversity of Colorado and Columbia UniversityVerified email at ucdenver.edu
