NOBILE, Marco Salvatore
NOBILE, Marco Salvatore
Dipartimento di Scienze Ambientali, Informatica e Statistica
A comparison of multi-objective optimization algorithms to identify drug target combinations
2021-01-01 Spolaor, S; Papetti, Dm; Cazzaniga, P; Besozzi, D; Nobile, Ms
A CUDA-powered method for the feature extraction and unsupervised analysis of medical images
2021-01-01 Rundo, Leonardo; Tangherloni, Andrea; Cazzaniga, Paolo; Mistri, Matteo; Galimberti, Simone; Woitek, Ramona; Sala, Evis; Mauri, Giancarlo; Nobile, Marco S.
A Graph Theory Approach to Fuzzy Rule Base Simplification
2020-01-01 Fuchs, C.; Spolaor, S.; Nobile, M. S.; Kaymak, U.
A novel framework for MR image segmentation and quantification by using MedGA
2019-01-01 Rundo, L.; Tangherloni, A.; Cazzaniga, P.; Nobile, M. S.; Russo, G.; Gilardi, M. C.; Vitabile, S.; Mauri, G.; Besozzi, D.; Militello, C.
A Theoretical Framework for AI Models Explainability with Application in Biomedicine
2023-01-01 Rizzo, Matteo; Veneri, Alberto; Albarelli, Andrea; Lucchese, Claudio; Nobile, Marco; Conati, Cristina
Accelerated global sensitivity analysis of genome-wide constraint-based metabolic models
2021-01-01 Nobile, Marco S.; Coelho, Vasco; Pescini, Dario; Damiani, Chiara
ACDC: Automated Cell Detection and Counting for time-lapse fluorescence microscopy
2020-01-01 Rundo, L.; Tangherloni, A.; Tyson, D. R.; Betta, R.; Militello, C.; Spolaor, S.; Nobile, M. S.; Besozzi, D.; Lubbock, A. L. R.; Quaranta, V.; Mauri, G.; Lopez, C. F.; Cazzaniga, P.
An accurate and time-efficient deep learning-based system for automated segmentation and reporting of cardiac magnetic resonance-detected ischemic scar
2023-01-01 Papetti, Daniele M; Van Abeelen, Kirsten; Davies, Rhodri; Menè, Roberto; Heilbron, Francesca; Perelli, Francesco P; Artico, Jessica; Seraphim, Andreas; Moon, James C; Parati, Gianfranco; Xue, Hui; Kellman, Peter; Badano, Luigi P; Besozzi, Daniela; Nobile, Marco S; Torlasco, Camilla
Barcode demultiplexing of nanopore sequencing raw signals by unsupervised machine learning
2023-01-01 Papetti, Daniele M; Spolaor, Simone; Nazari, Iman; Tirelli, Andrea; Leonardi, Tommaso; Caprioli, Chiara; Besozzi, Daniela; Vlachou, Thalia; Pelicci, Pier Giuseppe; Cazzaniga, Paolo; Nobile, Marco S
Biochemical parameter estimation vs. benchmark functions: A comparative study of optimization performance and representation design
2019-01-01 Tangherloni, A.; Spolaor, S.; Cazzaniga, P.; Besozzi, D.; Rundo, L.; Mauri, G.; Nobile, M. S.
Characterization of bird formations using fuzzy modelling
2023-01-01 Perinot, Elisa; Fritz, Johannes; Fusani, Leonida; Voelkl, Bernhard; Nobile, Marco S
Comparing Interpretable AI Approaches for the Clinical Environment: an Application to COVID-19
2022-01-01 Onari, Ma; Nobile, Ms; Grau, I; Fuchs, C; Zhang, Yq; Boer, Ak; Scharnhorst, V
Computational Intelligence for Life Sciences
2020-01-01 Besozzi, D; Manzoni, L; Nobile, Ms; Spolaor, S; Castelli, M; Vanneschi, L; Cazzaniga, P; Ruberto, S; Rundo, L; Tangherloni, A
Coupling Mechanistic Approaches and Fuzzy Logic to Model and Simulate Complex Systems
2020-01-01 Spolaor, S.; Nobile, M. S.; Mauri, G.; Cazzaniga, P.; Besozzi, D.
cuProCell: GPU-Accelerated analysis of cell proliferation with flow cytometry data
2020-01-01 Nobile, M. S.; Nisoli, E.; Vlachou, T.; Spolaor, S.; Cazzaniga, P.; Mauri, G.; Pelicci, P. G.; Besozzi, D.
Dark blood ischemic LGE segmentation using a deep learning approach
2021-01-01 Torlasco, C; Papetti, D; Mene, R; Artico, J; Seraphim, A; Badano, Lp; Moon, Jc; Parati, G; Xue, H; Kellman, P; Nobile, M
Dilation Functions in Global Optimization
2019-01-01 Nobile, Ms; Cazzaniga, P; Ashlock, Da
Efficient computational strategies to learn the structure of probabilistic graphical models of cumulative phenomena
2019-01-01 Ramazzotti, Daniele; Nobile, Marco S.; Antoniotti, Marco; Graudenzi, Alex
Estimation of Fuzzy Models from Mixed Data Sets with pyFUME
2023-01-01 Papetti, Daniele M.; Fuchs, Caro; Coelho, Vasco; Kaymak, Uzay; Nobile, Marco S.
FiCoS: A fine-grained and coarse-grained GPU-powered deterministic simulator for biochemical networks
2021-01-01 Tangherloni, Andrea; Nobile, Marco S.; Cazzaniga, Paolo; Capitoli, Giulia; Spolaor, Simone; Rundo, Leonardo; Mauri, Giancarlo; Besozzi, Daniela