Elena Maria Tosca

12PUBLICATIONS
10CO-AUTHORS
Predictive and prognostic markersArtificial life and complex adaptive systemsPharmacogenomicsPharmaceutical delivery technologiesBiomolecular modelling and design
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Publications (12)

|Dec 23, 2025
Model-informed precision dosing of carboplatin in cancer patients by leveraging myelosuppression data from electronic health records.

Alessandro De Carlo, Elena Maria Tosca, Mirjam Crul

|Oct 29, 2025
Pharmacometrics in the Age of Large Language Models: A Vision of the Future.

Elena Maria Tosca, Ludovica Aiello, Alessandro De Carlo

|May 06, 2025
Precision Dosing in Presence of Multiobjective Therapies by Integrating Reinforcement Learning and PK-PD Models: Application to Givinostat Treatment of Polycythemia Vera.

Alessandro De Carlo, Elena Maria Tosca, Paolo Magni

|Aug 08, 2024
Predicting Tumor Volume Doubling Time and Progression-Free Survival in Untreated Patients from Patient-Derived-Xenograft (PDX) Models: A Translational Model-Based Approach.

E M Tosca, D Ronchi, M Rocchetti

|Jul 11, 2024
Model-Informed Reinforcement Learning for Enabling Precision Dosing Via Adaptive Dosing.

Elena Maria Tosca, Alessandro De Carlo, Davide Ronchi

|Jun 27, 2024
Predicting ADMET Properties from Molecule SMILE: A Bottom-Up Approach Using Attention-Based Graph Neural Networks.

Alessandro De Carlo, Davide Ronchi, Marco Piastra

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Frequent Collaborators

11 joint publications

Paolo Magni

7 joint publications

Alessandro De Carlo

2 joint publications

Davide Ronchi

1 joint publications

Paolo Bettica