Marco Agostino Deriu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 15

Top Topics

Decision Support

Convolutional Neural Networks

Top Venues

Artif. Intell. Medicine

Frontiers Artif. Intell.

Publications

Gabriele Maroni, Filip Stojceski, Lorenzo Pallante, Marco Agostino Deriu, Dario Piga, Gianvito Grasso
LightCPPgen: An Explainable Machine Learning Pipeline for Rational Design of Cell Penetrating Peptides. CoRR (2024)
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
An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to healthcare (NEAR). Artif. Intell. Medicine 151 (2024)
Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martos, Marco Agostino Deriu
Dataset of Fluorescence Spectra and Chemical Parameters of Olive Oils. CoRR (2023)
Syed Taimoor Hussain Shah, Syed Adil Hussain Shah, Shahzad Ahmad Qureshi, Angelo di Terlizzi, Marco Agostino Deriu
Automated facial characterization and image retrieval by convolutional neural networks. Frontiers Artif. Intell. 6 (2023)
Lorenzo Pallante, Athanasios P. Kalogeras, Marco Agostino Deriu
Taste Before Tasting: Development of a Virtual Tongue to Characterise the Organoleptic Profiles of Mediterranean Ingredients. ERCIM News 2022 (130) (2022)
Syed Adil Hussain Shah, Angelo di Terlizzi, Marco Agostino Deriu
Intelligent system development to monitor the neonatal behaviour: A review. DETERMINED (2022)
Enrico Piccinelli, Gianfranco Butera, Mara Pilati, Micol Rebonato, Roberto Formigari, Marin Verrengia, Alberto Testa, Gianluigi Perri, Umberto Morbiducci, Marco Agostino Deriu, Lorenzo Galletti
The neurodevelopmental and mental health outcomes in children with single ventricle physiology and Fontan circulation: a state-ofthe-art review and future directions. DETERMINED (2022)
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
In Silico Analysis of the Multi-Targeted Mode of Action of Ivermectin and Related Compounds. Comput. 10 (4) (2022)
Syed Taimoor Hussain Shah, Veronika Calati, Alessandra Bizzarri, Marco Agostino Deriu
Medical imaging and artificial intelligence to investigate neuro-cardiac pathologies and discover hidden relationships - a state of the art review. DETERMINED (2022)
Konstantinos Panagiotopoulos, Lolia Ibanibo, Benedetta Perrone, Caterina Marchetti, Martina Tumsich, Giovanni Traetta, Konstantinos Theofilatos, Marco Agostino Deriu
A review on computational tools for analytical visualisation and molecular interactions of sncRNAs: prospects in NDDs. DETERMINED (2022)
Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martose, Marco Agostino Deriu
Physico-chemical properties extraction from the fluorescence spectrum with 1D-convolutional neural networks: application to olive oil. CoRR (2022)
Francesca Venturini, Michela Sperti, Umberto Michelucci, Ivo Herzig, Michael Baumgartner, Josep Palau Caballero, Arturo Jimenez, Marco Agostino Deriu
Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques. CoRR (2021)
Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification. CoRR (2021)
Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification. Algorithms 14 (11) (2021)
Marco Agostino Deriu, Gianvito Grasso, Jack A. Tuszynski, Diego Gallo, Umberto Morbiducci, Andrea Danani
Josephin Domain Structural Conformations Explored by Metadynamics in Essential Coordinates. PLoS Comput. Biol. 12 (1) (2016)
Umberto Morbiducci, Giacomo Di Benedetto, Alexandra Kautzky-Willer, Marco Agostino Deriu, Giovanni Pacini, Andrea Tura
Identification of a model of non-esterified fatty acids dynamics through genetic algorithms: The case of women with a history of gestational diabetes. Comput. Biol. Medicine 41 (3) (2011)