Lorenzo Gentiluomo

Application of interpretable artificial neural networks to early monoclonal antibodies development

Lorenzo Gentiluomo, Dierk Roessner, Dillen Augustijn et al. · European Journal of Pharmaceutics and Biopharmaceutics · 2019 · 63 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +9

Advancing Therapeutic Protein Discovery and Development through Comprehensive Computational and Biophysical Characterization

Lorenzo Gentiluomo, Hristo L. Svilenov, Dillen Augustijn et al. · Molecular Pharmaceutics · 2019 · 47 citations · Full text

Therapeutic Protein Discovery, Biomolecular Structure Prediction, Molecular Biology +20

Application of machine learning to predict monomer retention of therapeutic proteins after long term storage

Lorenzo Gentiluomo, Dierk Roessner, Wolfgang Frieß · International Journal of Pharmaceutics · 2020 · 37 citations

Engineering, Machine Learning, Protein Folding +13

Characterization of Native Reversible Self-Association of a Monoclonal Antibody Mediated by Fab-Fab Interaction

Lorenzo Gentiluomo, Dierk Roessner, Werner Streicher et al. · Journal of Pharmaceutical Sciences · 2019 · 29 citations · Full text

Autoimmune Disease, Medicine, Monoclonal Antibody Mediated +11

A New Approach to Study the Physical Stability of Monoclonal Antibody Formulations—Dilution From a Denaturant

Hristo L. Svilenov, Lorenzo Gentiluomo, Dierk Roessner et al. · Journal of Pharmaceutical Sciences · 2018 · 21 citations · Full text

Physical Stability, Monoclonal Antibody Formulations—dilution, Medicine +8