Members
 | First name: Marion Last name: Kerioui Function: Postdoctoral researcher Position: Postdoctoral researcher Email: marion.keriouiinserm.fr |
Research interest
The objective of my PhD was to develop multilevel nonlinear joint models of target lesions dynamics and survival in metastatic cancer patients.
Bayesian inference; Joint model; Nonlinear mixed-effects model; Survival analysis; Oncology; Hierarchical models.
Education
Degree
2018: MSc equivalent in Statistics (engineering degree) – National School for Statistics and information Analysis (ENSAI)
2018: MSc in theoretical Mathematics – Rennes 1 University
2018: MSc in theoretical Mathematics – Rennes 1 University
Academic positions
2018 – 2022: PhD in biostatistics and biomathematics – Paris Cité University
supervised by Jérémie Guedj (INSERM IAME U1137) and Solène Desmée (INSERM SPHERE U1246)
supervised by Jérémie Guedj (INSERM IAME U1137) and Solène Desmée (INSERM SPHERE U1246)
List of the main publications
Exhaustive list of publications
2023
Kerioui M, Bertrand J, Desmée S, Le Tourneau C, Mercier F, Bruno R, Guedj J
Assessing the Increased Variability in Individual Lesion Kinetics During Immunotherapy: Does It Exist, and Does It Matter?.
JCO precision oncology 2023, 7, e2200368.
2022
Kerioui M, Desmée S, Mercier F, Lin A, Wu B, Jin JY, Shen X, Le Tourneau C, Bruno R, Guedj J
Assessing the impact of organ-specific lesion dynamics on survival in patients with recurrent urothelial carcinoma treated with atezolizumab or chemotherapy.
ESMO open 2022, 7, 100346.
Kerioui M, Bertrand J, Bruno R, Mercier F, Guedj J, Desmée S
Modelling the association between biomarkers and clinical outcome: An introduction to nonlinear joint models.
British Journal of Clinical Pharmacology 2022, 88, 1452-1463.
2021
Marc A, Kerioui M, Blanquart F, Bertrand J, Mitjà O, Corbacho-Monné M, Marks M, Guedj J
Quantifying the relationship between SARS-CoV-2 viral load and infectiousness.
eLife 2021, 10, e69302.
2020
Kerioui M, Mercier F, Bertrand J, Tardivon C, Bruno R, Guedj J, Desmée S
Bayesian inference using Hamiltonian Monte-Carlo algorithm for nonlinear joint modeling in the context of cancer immunotherapy.
Statistics in Medicine 2020, 39, 4853-4868.
Mercier F, Kerioui M, Desmée S, Guedj J, Krieter O, Bruno R
Longitudinal analysis of organ-specific tumor lesion sizes in metastatic colorectal cancer patients receiving first line standard chemotherapy in combination with anti-angiogenic treatment.
Journal of Pharmacokinetics and Pharmacodynamics 2020, 47, 613-625.
2019
Tardivon C, Desmée S, Kerioui M, Bruno R, Wu B, Mentré F, Mercier F, Guedj J
Association Between Tumor Size Kinetics and Survival in Patients With Urothelial Carcinoma Treated With Atezolizumab: Implication for Patient Follow-Up.
Clinical Pharmacology and Therapeutics 2019, 106, 810-820.
