Publications by authors named "Marco Deriu"

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Explainable machine learning and deep learning models for predicting TAS2R-bitter molecule interactions.
Francesco Ferri, Marco Cannariato, Lorenzo Pallante, Eric A Zizzi, Marcello Miceli, Marco A Deriu

J Mol Graph Model· January 2026

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LightCPPgen: An explainable machine learning pipeline for rational design of cell penetrating peptides.
Gabriele Maroni, Filip Stojceski, Lorenzo Pallante, Marco A Deriu, Dario Piga

Int J Antimicrob Agents· December 2025

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Artificial intelligence in healthcare: Proposal for a new medico-legal methodology in medical liability.
Rossana Cecchi, Francesco Calabrò, Jessika Camatti, Anna Laura Santunione, Michela Sperti, Marco Agostino Deriu

Leg Med (Tokyo)· December 2025

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Molecular Insights into IAHSP: Influence of the R1611W Mutation on the VPS9 Domain of Alsin.
Marcello Miceli, Cécile Exertier, Elena Gugole, Beatrice Vallone, Marco Agostino Deriu

ACS Omega· November 2025

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On the Horizon: What's Next for Endodontics.
Almira Isufi, Marco Agostino Deriu, Syed Taimoor Hussain Shah, Damiano Pasqualini

Dent Clin North Am· October 2025

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Adverse cardiovascular events in coronary Plaques not undeRgoing pErcutaneous coronary intervention evaluateD with optIcal Coherence Tomography. The PREDICT-AI risk model.
Francesco Bruno, Maddalena Immobile Molaro, Michela Sperti, Francesco Bianchini, Miao Chu, Marco Deriu

Open Heart· August 2025

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Unravelling the human taste receptor interactome: machine learning and molecular modelling insights into protein-protein interactions.
Harry Zaverdas, Filip Stojceski, Rocío Romero-Zaliz, Lampros Androutsos, Pantelis Makrygiannis, Marco A Deriu

NPJ Sci Food· July 2025

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Artificial Intelligence-based Approaches for Characterizing Plaque Components From Intravascular Optical Coherence Tomography Imaging: Integration Into Clinical Decision Support Systems.
Michela Sperti, Camilla Cardaci, Francesco Bruno, Syed Taimoor Hussain Shah, Konstantinos Panagiotopoulos, Marco Agostino Deriu

Rev Cardiovasc Med· July 2025

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Computational Search for Inhibitors of SOD1 Mutant Infectivity as Potential Therapeutics for ALS Disease.
Marco Carnaroli, Marco Agostino Deriu, Jack Adam Tuszynski

Int J Mol Sci· May 2025

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Exploring TAS2R46 biomechanics through molecular dynamics and network analysis.
Marco Cannariato, Riccardo Fanunza, Eric A Zizzi, Marcello Miceli, Giacomo Di Benedetto, Marco A Deriu

Front Mol Biosci· December 2024

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Explainable AI-Based Skin Cancer Detection Using CNN, Particle Swarm Optimization and Machine Learning.
Syed Adil Hussain Shah, Syed Taimoor Hussain Shah, Roa'a Khaled, Andrea Buccoliero, Syed Baqir Hussain Shah, Marco Agostino Deriu

J Imaging· December 2024

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Conformational Dynamics and Molecular Characterization of Alsin MORN Monomer and Dimeric Assemblies.
Marcello Miceli, Marco Cannariato, Riccardo Tortarolo, Lorenzo Pallante, Eric A Zizzi, Marco A Deriu

Proteins· November 2024

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Multiscale Computational Analysis of the Effect of Taxol on Microtubule Mechanics.
Marco Cannariato, Eric A Zizzi, Jacek A Tuszynski, Marco A Deriu

ACS Biomater Sci Eng· September 2024

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Data-driven classification and explainable-AI in the field of lung imaging.
Syed Taimoor Hussain Shah, Syed Adil Hussain Shah, Iqra Iqbal Khan, Atif Imran, Syed Baqir Hussain Shah, Marco Agostino Deriu

Front Big Data· September 2024

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Predicting multiple taste sensations with a multiobjective machine learning method.
Lampros Androutsos, Lorenzo Pallante, Agorakis Bompotas, Filip Stojceski, Gianvito Grasso, Marco A Deriu

NPJ Sci Food· July 2024

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Machine learning approaches to predict TAS2R receptors for bitterants.
Francesco Ferri, Marco Cannariato, Marco Agostino Deriu, Lorenzo Pallante

Biotechnol Bioeng· June 2024

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An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to healthcare (NEAR).
Karim Kassem, Michela Sperti, Andrea Cavallo, Andrea Mario Vergani, Davide Fassino, Marco Agostino Deriu

Artif Intell Med· May 2024

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Validation of Step Detection and Distance Calculation Algorithms for Soccer Performance Monitoring.
Gabriele Santicchi, Susanna Stillavato, Marco Deriu, Aldo Comi, Pietro Cerveri

Sensors (Basel)· May 2024

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Mechanical communication within the microtubule through network-based analysis of tubulin dynamics.
Marco Cannariato, Eric A Zizzi, Lorenzo Pallante, Marcello Miceli, Marco A Deriu

Biomech Model Mechanobiol· April 2024

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VirtuousPocketome: a computational tool for screening protein-ligand complexes to identify similar binding sites.
Lorenzo Pallante, Marco Cannariato, Lampros Androutsos, Eric A Zizzi, Agorakis Bompotas, Marco A Deriu

Sci Rep· March 2024

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Toward a holographic brain paradigm: a lipid-centric model of brain functioning.
Marco Cavaglià, Marco A Deriu, Jack A Tuszynski

Front Neurosci· December 2023

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Automated facial characterization and image retrieval by convolutional neural networks.
Syed Taimoor Hussain Shah, Syed Adil Hussain Shah, Shahzad Ahmad Qureshi, Angelo Di Terlizzi, Marco Agostino Deriu

Front Artif Intell· December 2023

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An In Silico Investigation of the Molecular Interactions between Volatile Anesthetics and Actin.
Barbara Truglia, Nicola Carbone, Ibrahim Ghadre, Sara Vallero, Marinella Zito, Marco Agostino Deriu

Pharmaceuticals (Basel)· December 2023

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MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets.
Konstantinos Panagiotopoulos, Aigli Korfiati, Konstantinos Theofilatos, Peter Hurwitz, Marco Agostino Deriu

Bioinformatics· July 2023

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Toward a general and interpretable umami taste predictor using a multi-objective machine learning approach.
Lorenzo Pallante, Aigli Korfiati, Lampros Androutsos, Filip Stojceski, Agorakis Bompotas, Marco A Deriu

Sci Rep· December 2022

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