Guillermo Lorenzo

21 papers B 1Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Iterative Algorithms for the Reconstruction of Early Stages of Prostate Cancer Growth.
J. Nonlinear Sci.
Elena Beretta, Cecilia Cavaterra, Matteo Fornoni, Guillermo Lorenzo, Elisabetta Rocca
2025 B conf
Unsupervised Fuzzy C-Means-Based Approach for Automatic Breast Tumor Segmentation in DCE-MRI.
CBMS
Paula Puerta González, Pablo García Marcos, Sara Fernández Arias, Rebeca Oliveira Suárez, Guillermo Lorenzo, Héctor Gómez, Covadonga del Camino, José R. Villar, Ángel Río-Álvarez, Víctor M. González
2025 J jnl
Validating the predictions of mathematical models describing tumor growth and treatment response.
CoRR
Guillermo Lorenzo, David A. Hormuth II, Chengyue Wu, Graham Pash, Anirban Chaudhuri, Ernesto A. B. F. Lima, Lois C. Okereke, Reshmi Patel, Karen Willcox, Thomas E. Yankeelov
2024 J jnl
A global sensitivity analysis of a mechanistic model of neoadjuvant chemotherapy for triple negative breast cancer constrained by in vitro and in vivo imaging data.
Eng. Comput.
Guillermo Lorenzo, Angela M. Jarrett, Christian T. Meyer, Julie C. DiCarlo, John Virostko, Vito Quaranta, Darren R. Tyson, Thomas E. Yankeelov
2024 J jnl
Dynamic parameterization of a modified SEIRD model to analyze and forecast the dynamics of COVID-19 outbreaks in the United States.
Eng. Comput.
Orhun O. Davarci, Emily Y. Yang, Alexander Viguerie, Thomas E. Yankeelov, Guillermo Lorenzo
2024 J jnl
Iterative algorithms for the reconstruction of early states of prostate cancer growth.
CoRR
Elena Beretta, Cecilia Cavaterra, Matteo Fornoni, Guillermo Lorenzo, Elisabetta Rocca
2024 J jnl
Mathematical Analysis of a Model-Constrained Inverse Problem For the Reconstruction of Early States of Prostate Cancer Growth.
SIAM J. Appl. Math.
Elena Beretta, Cecilia Cavaterra, Matteo Fornoni, Guillermo Lorenzo, Elisabetta Rocca
2024 — conf
Prostate Cancer Relapse Assessment Based on Optimised Outlier Detection.
SOCO (1)
Ramón Suárez, Fernando Moncada, José R. Villar, Héctor Gómez, Guillermo Lorenzo, Víctor M. González
2023 J jnl
Patient-specific computational forecasting of prostate cancer growth during active surveillance using an imaging-informed biomechanistic model.
CoRR
Guillermo Lorenzo, Jon S. Heiselman, Michael A. Liss, Michael I. Miga, Héctor Gómez, Thomas E. Yankeelov, Alessandro Reali, Thomas J. R. Hughes
2023 J jnl
Patient-specific, mechanistic models of tumor growth incorporating artificial intelligence and big data.
CoRR
Guillermo Lorenzo, Syed Rakin Ahmed, David A. Hormuth II, Brenna Vaughn, Jayashree Kalpathy-Cramer, Luis Solorio, Thomas E. Yankeelov, Héctor Gómez
2023 J jnl
Predictive Digital Twin for Optimizing Patient-Specific Radiotherapy Regimens under Uncertainty in High-Grade Gliomas.
CoRR
Anirban Chaudhuri, Graham Pash, David A. Hormuth II, Guillermo Lorenzo, Michael G. Kapteyn, Chengyue Wu, Ernesto A. B. F. Lima, Thomas E. Yankeelov, Karen Willcox
2023 J jnl
Predictive digital twin for optimizing patient-specific radiotherapy regimens under uncertainty in high-grade gliomas.
Frontiers Artif. Intell.
Anirban Chaudhuri, Graham Pash, David A. Hormuth, Guillermo Lorenzo, Michael G. Kapteyn, Chengyue Wu, Ernesto A. B. F. Lima, Thomas E. Yankeelov, Karen Willcox
2022 J jnl
Identifying mechanisms driving the early response of triple negative breast cancer patients to neoadjuvant chemotherapy using a mechanistic model integrating in vitro and in vivo imaging data.
CoRR
Guillermo Lorenzo, Angela M. Jarrett, Christian T. Meyer, Vito Quaranta, Darren R. Tyson, Thomas E. Yankeelov
2022 J jnl
Oncology and mechanics: landmark studies and promising clinical applications.
CoRR
Stéphane Urcun, Guillermo Lorenzo, Davide Baroli, Pierre-Yves Rohan, Giuseppe Sciumè, Wafa Skalli, Vincent Lubrano, Stéphane P. A. Bordas
2022 J jnl
Towards Patient-Specific Optimization of Neoadjuvant Treatment Protocols for Breast Cancer Based on Image-Guided Fluid Dynamics.
IEEE Trans. Biomed. Eng.
Chengyue Wu, David A. Hormuth, Guillermo Lorenzo, Angela M. Jarrett, Federico Pineda, Frederick M. Howard, Gregory S. Karczmar, Thomas E. Yankeelov
2021 J jnl
Quantitative in vivo imaging to enable tumor forecasting and treatment optimization.
CoRR
Guillermo Lorenzo, David A. Hormuth II, Angela M. Jarrett, Ernesto A. B. F. Lima, Shashank Subramanian, George Biros, J. Tinsley Oden, Thomas J. R. Hughes, Thomas E. Yankeelov
2021 J jnl
Simulating the spread of COVID-19
Appl. Math. Lett.
Alex Viguerie, Guillermo Lorenzo, Ferdinando Auricchio, Davide Baroli, Thomas J. R. Hughes, Alessia Patton, Alessandro Reali, Thomas E. Yankeelov, Alessandro Veneziani
2020 J jnl
Optimal control of cytotoxic and antiangiogenic therapies on prostate cancer growth.
CoRR
Pierluigi Colli, Héctor Gómez, Guillermo Lorenzo, Gabriela Marinoschi, Alessandro Reali, Elisabetta Rocca
2020 J jnl
Patient-Specific Characterization of Breast Cancer Hemodynamics Using Image-Guided Computational Fluid Dynamics.
IEEE Trans. Medical Imaging
Chengyue Wu, David A. Hormuth, Todd A. Oliver, Federico Pineda, Guillermo Lorenzo, Gregory S. Karczmar, Robert D. Moser, Thomas E. Yankeelov
2020 J jnl
Simulating the spread of COVID-19 via spatially-resolved susceptible-exposed-infected-recovered-deceased (SEIRD) model with heterogeneous diffusion.
CoRR
Alex Viguerie, Guillermo Lorenzo, Ferdinando Auricchio, Davide Baroli, Thomas J. R. Hughes, Alessia Patton, Alessandro Reali, Thomas E. Yankeelov, Alessandro Veneziani
2019 J jnl
Mathematical analysis and simulation study of a phase-field model of prostate cancer growth with chemotherapy and antiangiogenic therapy effects.
CoRR
Pierluigi Colli, Héctor Gómez, Guillermo Lorenzo, Gabriela Marinoschi, Alessandro Reali, Elisabetta Rocca