[HTML][HTML] A multiscale mathematical model of cancer, and its use in analyzing irradiation therapies
Background Radiotherapy outcomes are usually predicted using the Linear Quadratic model.
However, this model does not integrate complex features of tumor growth, in particular cell …
However, this model does not integrate complex features of tumor growth, in particular cell …
Model‐informed artificial intelligence: reinforcement learning for precision dosing
The availability of multidimensional data together with the development of modern techniques
for data analysis represent an exceptional opportunity for clinical pharmacology. Data …
for data analysis represent an exceptional opportunity for clinical pharmacology. Data …
Enhanced method for diagnosing pharmacometric models: random sampling from conditional distributions
M Lavielle, B Ribba - Pharmaceutical research, 2016 - Springer
Purpose For nonlinear mixed-effects pharmacometric models, diagnostic approaches often
rely on individual parameters, also called empirical Bayes estimates (EBEs), estimated …
rely on individual parameters, also called empirical Bayes estimates (EBEs), estimated …
Multi-scale modeling in clinical oncology: opportunities and barriers to success
Hierarchical processes spanning several orders of magnitude of both space and time
underlie nearly all cancers. Multi-scale statistical, mathematical, and computational modeling …
underlie nearly all cancers. Multi-scale statistical, mathematical, and computational modeling …
A tumor growth inhibition model for low-grade glioma treated with chemotherapy or radiotherapy
B Ribba, G Kaloshi, M Peyre, D Ricard, V Calvez… - Clinical Cancer …, 2012 - AACR
Purpose: To develop a tumor growth inhibition model for adult diffuse low-grade gliomas (LGG)
able to describe tumor size evolution in patients treated with chemotherapy or …
able to describe tumor size evolution in patients treated with chemotherapy or …
[HTML][HTML] Enabling multiscale modeling in systems medicine
…, L Kuepfer, K Rateitschak, I Ramis-Conde, B Ribba… - Genome medicine, 2014 - Springer
Systems medicine is an interdisciplinary approach that integrates data from basic research
and clinical practice to improve our understanding and treatment of diseases. Systems …
and clinical practice to improve our understanding and treatment of diseases. Systems …
Prediction of the optimal dosing regimen using a mathematical model of tumor uptake for immunocytokine-based cancer immunotherapy
Purpose: Optimal dosing is critical for immunocytokine-based cancer immunotherapy to
maximize efficacy and minimize toxicity. Cergutuzumab amunaleukin (CEA-IL2v) is a novel CEA-…
maximize efficacy and minimize toxicity. Cergutuzumab amunaleukin (CEA-IL2v) is a novel CEA-…
Digital therapeutics as a new therapeutic modality: a review from the perspective of clinical pharmacology
B Ribba, R Peck, L Hutchinson… - Clinical …, 2023 - Wiley Online Library
The promise of transforming digital technologies into treatments is what drives the development
of digital therapeutics (DTx), generally known as software applications embedded within …
of digital therapeutics (DTx), generally known as software applications embedded within …
A multiscale mathematical model of avascular tumor growth to investigate the therapeutic benefit of anti-invasive agents
With the aim of inhibiting cancer growth and reducing the risk of metastasis, pharmaceutical
companies in the early 1990s developed anti-metastatic agents called inhibitors of …
companies in the early 1990s developed anti-metastatic agents called inhibitors of …
A pharmacologically based multiscale mathematical model of angiogenesis and its use in investigating the efficacy of a new cancer treatment strategy
F Billy, B Ribba, O Saut, H Morre-Trouilhet… - Journal of theoretical …, 2009 - Elsevier
Tumor angiogenesis is the process by which new blood vessels are formed and enhance the
oxygenation and growth of tumors. As angiogenesis is recognized as being a critical event …
oxygenation and growth of tumors. As angiogenesis is recognized as being a critical event …