Marco Agostino Deriu

According to our database, Marco Agostino Deriu authored at least 15 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LightCPPgen: An Explainable Machine Learning Pipeline for Rational Design of Cell Penetrating Peptides.

Gabriele Maroni, Filip Stojceski, Lorenzo Pallante, Marco Agostino Deriu, Dario Piga, Gianvito Grasso

CoRR, 2024

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, Monica Moz, Alessandro Liscio, Riccardo Banali, Michael Dahlweid, Luciano Benetti, Francesco Bruno, Guglielmo Gallone, Ovidio De Filippo, Mario Iannaccone, Fabrizio D'Ascenzo, Gaetano Maria de Ferrari, Umberto Morbiducci, Emanuele Della Valle, Marco Agostino Deriu

Artif. Intell. Medicine, 2024

2023

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

Frontiers Artif. Intell., February, 2023

Dataset of Fluorescence Spectra and Chemical Parameters of Olive Oils.

Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martos, Marco Agostino Deriu

CoRR, 2023

2022

Taste Before Tasting: Development of a Virtual Tongue to Characterise the Organoleptic Profiles of Mediterranean Ingredients.

Lorenzo Pallante, Athanasios P. Kalogeras, Marco Agostino Deriu

ERCIM News, 2022

Physico-chemical properties extraction from the fluorescence spectrum with 1D-convolutional neural networks: application to olive oil.

Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martos, Marco Agostino Deriu

CoRR, 2022

In Silico Analysis of the Multi-Targeted Mode of Action of Ivermectin and Related Compounds.

Maral Aminpour, Marco Cannariato, Jordane Preto, M. Ehsan Safaeeardebili, Alexia Moracchiato, Domiziano Doria, Francesca Donato, Eric Adriano Zizzi, Marco Agostino Deriu, David E. Scheim, Alessandro D. Santin, Jack A. Tuszynski

Comput., 2022

Intelligent system development to monitor the neonatal behaviour: A review.

Syed Adil Hussain Shah, Angelo di Terlizzi, Marco Agostino Deriu

Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children, 2022

Medical imaging and artificial intelligence to investigate neuro-cardiac pathologies and discover hidden relationships - a state of the art review.

Syed Taimoor Hussain Shah, Veronika Calati, Alessandra Bizzarri, Marco Agostino Deriu

Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children, 2022

The neurodevelopmental and mental health outcomes in children with single ventricle physiology and Fontan circulation: a state-ofthe-art review and future directions.

Enrico Piccinelli, Gianfranco Butera, Mara Pilati, Micol Rebonato, Roberto Formigari, Marin Verrengia, Alberto Testa, Gianluigi Perri, Umberto Morbiducci, Marco Agostino Deriu, Lorenzo Galletti

Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children, 2022

A review on computational tools for analytical visualisation and molecular interactions of sncRNAs: prospects in NDDs.

Konstantinos Panagiotopoulos, Lolia Ibanibo, Benedetta Perrone, Caterina Marchetti, Martina Tumsich, Giovanni Traetta, Konstantinos Theofilatos, Marco Agostino Deriu

Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children, 2022

2021

Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques.

Francesca Venturini, Michela Sperti, Umberto Michelucci, Ivo Herzig, Michael Baumgartner, Josep Palau Caballero, Arturo Jimenez, Marco Agostino Deriu

CoRR, 2021

A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification.

Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu

Algorithms, 2021

2016

Josephin Domain Structural Conformations Explored by Metadynamics in Essential Coordinates.

Marco Agostino Deriu, Gianvito Grasso, Jack A. Tuszynski, Diego Gallo, Umberto Morbiducci, Andrea Danani

PLoS Comput. Biol., 2016

2011

Identification of a model of non-esterified fatty acids dynamics through genetic algorithms: The case of women with a history of gestational diabetes.

Umberto Morbiducci, Giacomo Di Benedetto, Alexandra Kautzky-Willer, Marco Agostino Deriu, Giovanni Pacini, Andrea Tura

Comput. Biol. Medicine, 2011