Lorenzo, Guillermo
- Mathematical analysis and simulation study of a phase-field model of\n prostate cancer growth with chemotherapy and antiangiogenic therapy effects
2019/07/26 by Pierluigi Colli, Colli, Pierluigi, Héctor Gómez +9 · 5 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · Mathematics · #35K51 #35K58 #35Q92 #65M60 #92C50 #Analysis of PDEs (math.AP) #Computational Engineering #Evolution and Genetic Dynamics #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Finance #Mathematical Biology Tumor Growth #Solidification and crystal growth phenomena #Tissues and Organs (q-bio.TO) #and Science (cs.CE)
- Optimal control of cytotoxic and antiangiogenic therapies on prostate\n cancer growth
2020/07/09 by Pierluigi Colli, Héctor Gómez, Colli, Pierluigi +9 · 4 citations
Mathematics · Medicine · #35K51 #35K58 #35Q92 #35Q93 #49J20 #49K20 #65M60 #92C50 #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Finance #Mathematical Biology Tumor Growth #Optimization and Control (math.OC) #Prostate Cancer Treatment and Research #Renal cell carcinoma treatment #Tissues and Organs (q-bio.TO) #and Science (cs.CE)
- Simulating the spread of COVID-19 via spatially-resolved\n susceptible-exposed-infected-recovered-deceased (SEIRD) model with\n heterogeneous diffusion
2020/05/11 by Alex Viguerie, Guillermo Lorenzo, Viguerie, Alex +15 · 1 citation
Mathematics · #COVID-19 epidemiological studies #FOS: Biological sciences #FOS: Mathematics #FOS: Physical sciences #G.1.10 #G.1.8 #Numerical Analysis (math.NA) #Physics and Society (physics.soc-ph) #Populations and Evolution (q-bio.PE)
- Data-driven simulation of Fisher-Kolmogorov tumor growth models using Dynamic Mode Decomposition
2022/02/28 by Alex Viguerie, Viguerie, Alex, Malú Grave +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Biological Physics (physics.bio-ph) #FOS: Biological sciences #FOS: Physical sciences #Heat shock proteins research #Model Reduction and Neural Networks #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM)
- Quantitative in vivo imaging to enable tumor forecasting and treatment optimization
2021/02/24 by Lorenzo, Guillermo, Hormuth, David A., Jarrett, Angela M. +6 · 1 citation
#Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Quantitative Methods (q-bio.QM) #Tissues and Organs (q-bio.TO) #and Science (cs.CE)
- Patient-specific, mechanistic models of tumor growth incorporating artificial intelligence and big data
2023/08/28 by Guillermo Lorenzo, Syed Rakin Ahmed, Lorenzo, Guillermo +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Mathematics · #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Cancer Genomics and Diagnostics #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Mathematical Biology Tumor Growth #Medical Physics (physics.med-ph) #Tissues and Organs (q-bio.TO)