Marco Gatti

According to our database, Marco Gatti authored at least 15 papers between 2021 and 2026.

Collaborative distances:

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

2026

Hybrid Model Predictive Control for the regulation of carbon dioxide in plant growth chambers.

Gionata Cimini, Antonio Pannico, Marco Gatti, Daniele Bernardini, Stefania De Pascale

Comput. Electron. Agric., 2026

2025

T-FIX: Text-Based Explanations with Features Interpretable to eXperts.

Shreya Havaldar, Helen Jin, Chaehyeon Kim, Anton Xue, Weiqiu You, Marco Gatti, Bhuvnesh Jain, Helen Qu, Daniel A. Hashimoto, Amin Madani, Rajat Deo, Sameed Ahmed M. Khatana, Gary E. Weissman, Lyle H. Ungar, Eric Wong

CoRR, November, 2025

PARROT: An Open Multilingual Radiology Reports Dataset.

Bastien Le Guellec, Kokou Adambounou, Lisa C. Adams, Thibault Agripnidis, Sungsoo Ahn, Radhia Ait Chalal, Tugba Akinci D'Antonoli, Philippe Amouyel, Henrik Andersson, Raphael Bentegeac, Claudio Benzoni, Antonino Andrea Blandino, Felix Busch, Elif Can, Riccardo Cau, Armando Ugo Cavallo, Christelle Chavihot, Erwin Chiquete, Renato Cuocolo, Eugen Divjak, Gordana Ivanac, Barbara Dziadkowiec Macek, Armel Elogne, Salvatore Claudio Fanni, Carlos Ferrarotti, Claudia Fossataro, Federica Fossataro, Katarzyna Fulek, Michal Fulek, Pawel Gac, Martyna Gachowska, Ignacio Garcia Juarez, Marco Gatti, Natalia Gorelik, Alexia Maria Goulianou, Aghiles Hamroun, Nicolas Herinirina, Krzysztof Kraik, Dominik Krupka, Quentin Holay, Felipe Kitamura, Michail E. Klontzas, Anna Kompanowska, Rafal Kompanowski, Alexandre Lefevre, Tristan Lemke, Maximilian Lindholz, Lukas Muller, Piotr Macek, Marcus R. Makowski, Luigi Mannacio, Aymen Meddeb, Antonio Natale, Beatrice Nguema Edzang, Adriana Ojeda, Yae Won Park, Federica Piccione, Andrea Ponsiglione, Malgorzata Poreba, Rafal Poreba, Philipp Prucker, Jean-Pierre Pruvo, Rosa Alba Pugliesi, Feno Hasina Rabemanorintsoa, Vasileios Rafailidis, Katarzyna Resler, Jan Rotkegel, Luca Saba, Ezann Siebert, Arnaldo Stanzione, Ali Fuat Tekin, Liz Toapanta Yanchapaxi, Matthaios Triantafyllou, Ekaterini Tsaoulia, Evangelia Vassalou, Federica Vernuccio, Johan Wasselius, Weilang Wang, Szymon Urban, Adrian Wlodarczak, Szymon Wlodarczak, Andrzej Wysocki, Lina Xu, Tomasz Zatonski, Shuhang Zhang, Sebastian Ziegelmayer, Grégory Kuchcinski, Keno K. Bressem

CoRR, July, 2025

Spiking neural network classification of X-ray chest images.

Marco Gatti, Jessica Amianto Barbato, Claudio Zandron

Knowl. Based Syst., 2025

Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi-Center Setting.

Jovana Panic, Arianna Defeudis, Lorenzo Vassallo, Stefano Cirillo, Marco Gatti, Roberto Sghedoni, Michele Avanzo, Angelo Vanzulli, Luca Sorrentino, Luca Boldrini, Huong Elena Tran, Giuditta Chiloiro, Giuseppe Roberto D'Agostino, Enrico Menghi, Roberta Fusco, Antonella Petrillo, Vincenza Granata, Martina Mori, Claudio Fiorino, Barbara Alicja Jereczek-fossa, Marianna Alessandra Gerardi, Serena Dell'Aversana, Antonio Esposito, Daniele Regge, Samanta Rosati, Gabriella Balestra, Valentina Giannini

Int. J. Imaging Syst. Technol., 2025

The FIX Benchmark: Extracting Features Interpretable to eXperts.

Helen Jin, Shreya Havaldar, Chaehyeon Kim, Anton Xue, Weiqiu You, Helen Qu, Marco Gatti, Daniel A. Hashimoto, Bhuvnesh Jain, Amin Madani, Masao Sako, Lyle H. Ungar, Eric Wong

J. Data-centric Mach. Learn. Res., 2025

Sum-of-Parts: Self-Attributing Neural Networks with End-to-End Learning of Feature Groups.

Weiqiu You, Helen Qu, Marco Gatti, Bhuvnesh Jain, Eric Wong

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2023

Sum-of-Parts Models: Faithful Attributions for Groups of Features.

Weiqiu You, Helen Qu, Marco Gatti, Bhuvnesh Jain, Eric Wong

CoRR, 2023

2022

Role of Cardiovascular Magnetic Resonance in the Management of Atrial Fibrillation: A Review.

Davide Tore, Riccardo Faletti, Andrea Biondo, Andrea Carisio, Fabio Giorgino, Ilenia Landolfi, Katia Rocco, Sara Salto, Ambra Santonocito, Federica Ullo, Matteo Anselmino, Paolo Fonio, Marco Gatti

J. Imaging, 2022

Multimodality Imaging in Ischemic Chronic Cardiomyopathy.

Giuseppe Muscogiuri, Marco Guglielmo, Alessandra Serra, Marco Gatti, Valentina Volpato, Uwe Joseph Schoepf, Luca Saba, Riccardo Cau, Riccardo Faletti, Liam J. McGill, Carlo Nicola De Cecco, Gianluca Pontone, Serena Dell'Aversana, Sandro Sironi

J. Imaging, 2022

On Spiking Neural Membrane Systems with Neuron and Synapse Creation.

Marco Gatti, Alberto Leporati, Claudio Zandron

Int. J. Neural Syst., 2022

Robust field-level inference with dark matter halos.

Helen Shao, Francisco Villaescusa-Navarro, Pablo Villanueva-Domingo, Romain Teyssier, Lehman H. Garrison, Marco Gatti, Derek Inman, Yueying Ni, Ulrich P. Steinwandel, Mihir Kulkarni, Eli Visbal, Greg L. Bryan, Daniel Angles-Alcazar, Tiago Castro, Elena Hernandez-Martinez, Klaus Dolag

CoRR, 2022

A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study.

Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Monica Micilotta, Lorenzo Vassallo, Marco Gatti, Daniele Regge, Gabriella Balestra, Valentina Giannini

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Virtual biopsy in prostate cancer: can machine learning distinguish low and high aggressive tumors on MRI?

Giulia Nicoletti, Davide Barra, Arianna Defeudis, Simone Mazzetti, Marco Gatti, Riccardo Faletti, Filippo Russo, Daniele Regge, Valentina Giannini

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Deep learning model for automatic prostate segmentation on bicentric T2w images with and without endorectal coil.

Davide Barra, Giulia Nicoletti, Arianna Defeudis, Simone Mazzetti, Jovana Panic, Marco Gatti, Riccardo Faletti, Filippo Russo, Daniele Regge, Valentina Giannini

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021