Exploring the State of Machine Learning and Deep Learning in Medicine: A Survey of the Italian Research Community by Alessio Bottrighi, Marzio Pennisi

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Toward computational modelling on immune system function by Francesco Pappalardo, Marzio Pennisi, Pedro A. Reche, Giulia Russo

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Model verification tools: a computational framework for verification assessment of mechanistic agent-based models by Giulia Russo, Giuseppe Alessandro Parasiliti Palumbo, Marzio Pennisi, Francesco Pappalardo

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Parallelisation strategies for agent based simulation of immune systems by Mozhgan Kabiri Chimeh, Peter Heywood, Marzio Pennisi, Francesco Pappalardo, Paul Richmond

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SimB16: modeling induced immune system response against B16-melanoma. by Francesco Pappalardo, Ivan Martinez Forero, Marzio Pennisi, Asis Palazon, Ignacio Melero, Santo Motta

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Generation of digital patients for the simulation of tuberculosis with UISS-TB by Miguel A. Juárez, Marzio Pennisi, Giulia Russo, Dimitrios Kiagias, Cristina Curreli, Marco Viceconti, Francesco Pappalardo

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The Potential of Computational Modeling to Predict Disease Course and Treatment Response in Patients with Relapsing Multiple Sclerosis by Francesco Pappalardo, Giulia Russo, Marzio Pennisi, Giuseppe Alessandro Parasiliti Palumbo, Giuseppe Sgroi, Santo Motta, Davide Maimone

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EpiMethEx: a tool for large-scale integrated analysis in methylation hotspots linked to genetic regulation by Saverio Candido, Giuseppe Alessandro Parasiliti Palumbo, Marzio Pennisi, Giulia Russo, Giuseppe Sgroi, Valentina Di Salvatore, Massimo Libra, Francesco Pappalardo

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Computational modeling of the immune response in multiple sclerosis using epimod framework by Simone Pernice, Laura Follia, Alessandro Maglione, Marzio Pennisi, Francesco Pappalardo, Francesco Novelli, Marinella Clerico, Marco Beccuti, Francesca Cordero, Simona Rolla

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A machine learning approach for predicting high risk hospitalized patients with COVID-19 SARS-Cov-2 by Alessio Bottrighi, Marzio Pennisi, Annalisa Roveta, Costanza Massarino, Antonella Cassinari, Marta Betti, Tatiana Bolgeo, Marinella Bertolotti, Emanuele Rava, Antonio Maconi

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Computational Modeling of PI3K/AKT and MAPK Signaling Pathways in Melanoma Cancer. by Francesco Pappalardo, Giulia Russo, Saverio Candido, Marzio Pennisi, Salvatore Cavalieri, Santo Motta, James A McCubrey, Ferdinando Nicoletti, Massimo Libra

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A computational approach based on the colored Petri net formalism for studying multiple sclerosis by Simone Pernice, Marzio Pennisi, Greta Romano, Alessandro Maglione, Santina Cutrupi, Francesco Pappalardo, Gianfranco Balbo, Marco Beccuti, Francesca Cordero, Raffaele A. Calogero

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Gene Silencing of Transferrin-1 Receptor as a Potential Therapeutic Target for Human Follicular and Anaplastic Thyroid Cancer by Agata Campisi, Roberta Bonfanti, Giuseppina Raciti, Gabriele Bonaventura, Laura Legnani, Gaetano Magro, Marzio Pennisi, Giulia Russo, Maria Assunta Chiacchio, Francesco Pappalardo, Rosalba Parenti

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Predicting the artificial immunity induced by RUTI® vaccine against tuberculosis using universal immune system simulator (UISS) by Marzio Pennisi, Giulia Russo, Giuseppe Sgroi, Angela Bonaccorso, Giuseppe Alessandro Parasiliti Palumbo, Epifanio Fichera, Dipendra Kumar Mitra, Kenneth B. Walker, Pere-Joan Cardona, Merce Amat, Marco Viceconti, Francesco Pappalardo

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