Publications (31) Guillermo Lorenzo Gomez publications

2024

  1. A Pilot Study on Patient-specific Computational Forecasting of Prostate Cancer Growth during Active Surveillance Using an Imaging-informed Biomechanistic Model

    Cancer Research Communications, Vol. 4, Núm. 3, pp. 617-633

  2. A Pilot Study on Patient-specific Computational Forecasting of Prostate Cancer Growth during Active Surveillance Using an Imaging-informed Biomechanistic Model

    CANCER RESEARCH COMMUNICATIONS, Vol. 4, Núm. 3, pp. 617-633

  3. 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

    Engineering with Computers, Vol. 40, Núm. 3, pp. 1469-1499

  4. A mathematical model for predicting the spatiotemporal response of breast cancer cells treated with doxorubicin

    Cancer Biology and Therapy, Vol. 25, Núm. 1

  5. Designing clinical trials for patients who are not average

    iScience, Vol. 27, Núm. 1

  6. Dynamic parameterization of a modified SEIRD model to analyze and forecast the dynamics of COVID-19 outbreaks in the United States

    Engineering with Computers, Vol. 40, Núm. 2, pp. 813-837

  7. Laparoscopic right hemicolectomy: a SICE (Società Italiana di Chirurgia Endoscopica e Nuove tecnologie) network prospective study on the approach to right colon lymphadenectomy in Italy: is there a standard?—CoDIG 2 (ColonDx Italian Group)

    Surgical Endoscopy, Vol. 38, Núm. 3, pp. 1432-1441

  8. MATHEMATICAL ANALYSIS OF A MODEL-CONSTRAINED INVERSE PROBLEM FOR THE RECONSTRUCTION OF EARLY STATES OF PROSTATE CANCER GROWTH

    SIAM Journal on Applied Mathematics, Vol. 84, Núm. 5, pp. 2000-2027

  9. Patient-Specific, Mechanistic Models of Tumor Growth Incorporating Artificial Intelligence and Big Data

    Annual review of biomedical engineering, Vol. 26, Núm. 1, pp. 529-560

2023

  1. Predictive digital twin for optimizing patient-specific radiotherapy regimens under uncertainty in high-grade gliomas

    FRONTIERS IN ARTIFICIAL INTELLIGENCE, Vol. 6

2022

  1. Data-driven simulation of fisher kolmogorov tumor growth models using dynamic mode decomposition

    Journal of Biomechanical Engineering, Vol. 144, Núm. 12

  2. Integrating mechanism-based modeling with biomedical imaging to build practical digital twins for clinical oncology

    BIOPHYSICS REVIEWS, Vol. 3, Núm. 2

  3. Mathematical characterization of population dynamics in breast cancer cells treated with doxorubicin

    Frontiers in Molecular Biosciences, Vol. 9

  4. Oncology and mechanics: Landmark studies and promising clinical applications

    Advances in Applied Mechanics (Academic Press Inc.), pp. 513-571

  5. Patient-specific forecasting of postradiotherapy prostate-specific antigen kinetics enables early prediction of biochemical relapse

    iScience, Vol. 25, Núm. 11

  6. Towards Patient-Specific Optimization of Neoadjuvant Treatment Protocols for Breast Cancer Based on Image-Guided Fluid Dynamics

    IEEE Transactions on Biomedical Engineering, Vol. 69, Núm. 11, pp. 3334-3344

2021

  1. Biologically-based mathematical modeling of tumor vasculature and angiogenesis via time-resolved imaging data

    Cancers, Vol. 13, Núm. 12

  2. Math, magnets, and medicine: enabling personalized oncology

    Expert Review of Precision Medicine and Drug Development

  3. Optimal control of cytotoxic and antiangiogenic therapies on prostate cancer growth

    Mathematical Models and Methods in Applied Sciences, Vol. 31, Núm. 7, pp. 1419-1468

  4. Simulating the spread of COVID-19 via a spatially-resolved susceptible–exposed–infected–recovered–deceased (SEIRD) model with heterogeneous diffusion

    Applied Mathematics Letters, Vol. 111