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Lisa Piazza

2 papers indexed

openalexMolecules2026-07-23

LogPpred: An AI-Based Predictive Model for Accurate Estimation of Molecular LogP

Lisa Piazza, Lara Sortino, Al Costa, Clarissa Poles, Federico Fornaseri, Stefano Sainas, et al.

Lipophilicity, commonly described by the n-octanol/water partition coefficient (LogP), is a key physicochemical property influencing the pharmacokinetic behavior of small molecules. Reliable LogP estimation during the early stages of drug discovery is essential to support molecul…

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crossrefPharmaceuticals2025-07-05Cited by 8

A Machine Learning Platform for Isoform-Specific Identification and Profiling of Human Carbonic Anhydrase Inhibitors

Lisa Piazza, Miriana Di Stefano, Clarissa Poles, Giulia Bononi, Giulio Poli, Gioele Renzi, et al.

Background/Objectives: Human carbonic anhydrases (hCAs) are metalloenzymes involved in essential physiological processes, and their selective inhibition holds therapeutic potential across a wide range of disorders. However, the high degree of structural similarity among isoforms…

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