| Simulating the spread of COVID-19 via a spatially-resolved susceptible–exposed–infected–recovered–deceased (SEIRD) model with heterogeneous diffusion A Viguerie, G Lorenzo, F Auricchio, D Baroli, TJR Hughes, A Patton, ... Applied mathematics letters 111, 106617, 2021 | 243 | 2021 |
| Tissue-scale, personalized modeling and simulation of prostate cancer growth G Lorenzo, MA Scott, K Tew, TJR Hughes, YJ Zhang, L Liu, G Vilanova, ... Proceedings of the National Academy of Sciences 113 (48), E7663-E7671, 2016 | 108 | 2016 |
| Computer simulations suggest that prostate enlargement due to benign prostatic hyperplasia mechanically impedes prostate cancer growth G Lorenzo, TJR Hughes, P Dominguez-Frojan, A Reali, H Gomez Proceedings of the National Academy of Sciences 116 (4), 1152-1161, 2019 | 105 | 2019 |
| Diffusion–reaction compartmental models formulated in a continuum mechanics framework: application to COVID-19, mathematical analysis, and numerical study A Viguerie, A Veneziani, G Lorenzo, D Baroli, N Aretz-Nellesen, A Patton, ... Computational Mechanics 66, 1131-1152, 2020 | 101 | 2020 |
| Hierarchically refined and coarsened splines for moving interface problems, with particular application to phase-field models of prostate tumor growth G Lorenzo, MA Scott, K Tew, TJR Hughes, H Gomez Computer Methods in Applied Mechanics and Engineering 319, 515-548, 2017 | 67 | 2017 |
| Integrating mechanism-based modeling with biomedical imaging to build practical digital twins for clinical oncology C Wu, G Lorenzo, DA Hormuth, EABF Lima, KP Slavkova, JC DiCarlo, ... Biophysics reviews 3 (2), 2022 | 50 | 2022 |
| Biologically-based mathematical modeling of tumor vasculature and angiogenesis via time-resolved imaging data DA Hormuth, CM Phillips, C Wu, EABF Lima, G Lorenzo, PK Jha, ... Cancers 13 (12), 3008, 2021 | 43 | 2021 |
| Optimal control of cytotoxic and antiangiogenic therapies on prostate cancer growth P Colli, H Gomez, G Lorenzo, G Marinoschi, A Reali, E Rocca Mathematical Models and Methods in Applied Sciences 31 (07), 1419-1468, 2021 | 40 | 2021 |
| Mathematical analysis and simulation study of a phase-field model of prostate cancer growth with chemotherapy and antiangiogenic therapy effects P Colli, H Gomez, G Lorenzo, G Marinoschi, A Reali, E Rocca Mathematical Models and Methods in Applied Sciences 30 (07), 1253-1295, 2020 | 34 | 2020 |
| Quantitative in vivo imaging to enable tumour forecasting and treatment optimization G Lorenzo, DA Hormuth II, AM Jarrett, EABF Lima, S Subramanian, ... Cancer, complexity, computation, 55-97, 2022 | 30 | 2022 |
| Patient-specific characterization of breast cancer hemodynamics using image-guided computational fluid dynamics C Wu, DA Hormuth, TA Oliver, F Pineda, G Lorenzo, GS Karczmar, ... IEEE transactions on medical imaging 39 (9), 2760-2771, 2020 | 30 | 2020 |
| Integrating quantitative assays with biologically based mathematical modeling for predictive oncology AS Kazerouni, M Gadde, A Gardner, DA Hormuth, AM Jarrett, KE Johnson, ... Iscience 23 (12), 2020 | 24 | 2020 |
| Math, magnets, and medicine: Enabling personalized oncology DA Hormuth, AM Jarrett, G Lorenzo, EABF Lima, C Wu, C Chung, D Patt, ... Expert review of precision medicine and drug development 6 (2), 79-81, 2021 | 23 | 2021 |
| A numerical simulation study of the dual role of 5α-reductase inhibitors on tumor growth in prostates enlarged by benign prostatic hyperplasia via stress relaxation and … G Lorenzo, TJR Hughes, A Reali, H Gomez Computer Methods in Applied Mechanics and Engineering 362, 112843, 2020 | 18 | 2020 |
| Predictive digital twin for optimizing patient-specific radiotherapy regimens under uncertainty in high-grade gliomas A Chaudhuri, G Pash, DA Hormuth, G Lorenzo, M Kapteyn, C Wu, ... Frontiers in Artificial Intelligence 6, 1222612, 2023 | 16 | 2023 |
| Towards patient-specific optimization of neoadjuvant treatment protocols for breast cancer based on image-guided fluid dynamics C Wu, DA Hormuth, G Lorenzo, AM Jarrett, F Pineda, FM Howard, ... IEEE Transactions on Biomedical Engineering 69 (11), 3334-3344, 2022 | 16 | 2022 |
| Mechanistic modelling of prostate-specific antigen dynamics shows potential for personalized prediction of radiation therapy outcome G Lorenzo, VM Pérez-García, A Mariño, LA Pérez-Romasanta, A Reali, ... Journal of the Royal Society Interface 16 (157), 20190195, 2019 | 15 | 2019 |
| Patient-specific, mechanistic models of tumor growth incorporating artificial intelligence and big data G Lorenzo, SR Ahmed, DA Hormuth II, B Vaughn, J Kalpathy-Cramer, ... Annual Review of Biomedical Engineering 26, 2023 | 12 | 2023 |
| Mathematical characterization of population dynamics in breast cancer cells treated with doxorubicin EY Yang, GR Howard, A Brock, TE Yankeelov, G Lorenzo Frontiers in Molecular Biosciences 9, 972146, 2022 | 12 | 2022 |
| Data-driven simulation of Fisher–Kolmogorov tumor growth models using dynamic mode decomposition A Viguerie, M Grave, GF Barros, G Lorenzo, A Reali, ALGA Coutinho Journal of Biomechanical Engineering 144 (12), 121001, 2022 | 9 | 2022 |
Thomas YankeelovDirector, Center for Computational Oncology, The University of Texas at AustinVerified email at utexas.edu
