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Journal of Clinical Pharmacology|March 6, 2026
Deep-Learning- versus Hypothesis-Driven Modeling in Model-Informed Drug Development: A PK/PD Case StudyRoberto Gomeni, Françoise Bressolle-GomeniThe AAPS Journal|April 17, 2020
Comparison of Alternative Population Modeling Approaches for Implementing a Level A IVIVC and for Assessing the Time-Scaling Factor Using Deconvolution and Convolution-Based MethodsRoberto Gomeni, Françoise Bressolle-GomeniJournal of Pharmacokinetics and Pharmacodynamics|December 9, 2022
Convolution-based approach for modeling the paliperidone extended release and Long-Acting Injectable (LAI) PK of once-, and three-monthly products administration and for optimizing the development of new LAI productsRoberto Gomeni, Françoise Bressolle-GomeniClinical and Translational Science|January 14, 2025
Comparison of Different Machine Learning Methodologies for Predicting the Non-Specific Treatment Response in Placebo Controlled Major Depressive Disorder Clinical TrialsRoberto Gomeni, Françoise Bressolle-GomeniClinical and Translational Science|August 4, 2026
Deep-Learning: An Emerging Tool to Support Model-Informed Drug DevelopmentRoberto Gomeni, Françoise Bressolle-GomeniClinical and Translational Science|September 3, 2025
AI-NLME: A New Artificial Intelligence-Driven Nonlinear Mixed Effect Modeling Approach for Analyzing Longitudinal Data in Randomized Placebo-Controlled Clinical TrialsRoberto Gomeni, Françoise Bressolle-GomeniJournal of Clinical Pharmacology|February 19, 2021
Modeling Complex Pharmacokinetics of Long-Acting Injectable Products Using Convolution-Based Models With Nonparametric Input FunctionsRoberto Gomeni, Françoise Bressolle-GomeniThe AAPS Journal|December 11, 2019
Deconvolution Analysis by Non-linear Regression Using a Convolution-Based Model: Comparison of Nonparametric and Parametric ApproachesRoberto Gomeni, Françoise Bressolle-GomeniJournal of Clinical Pharmacology|January 27, 2018
Is It Time for Going Beyond the P-Value Paradigm With the Estimation of the Probability of Clinical Benefit as a Criterion for Assessing the Outcomes of a Clinical Trial? A Case Study in Patients With Major Depressive DisorderRoberto Gomeni, Françoise Bressolle-Gomeni, Maurizio FavaJournal of Clinical Pharmacology|February 23, 2016
Response Surface Analysis and Nonlinear Optimization Algorithm for Maximization of Clinical Drug Performance: Application to Extended-Release and Long-Acting Injectable PaliperidoneRoberto Gomeni, Françoise Bressolle-Gomeni, Maurizio FavaPageof 8