Search Results - "Stefanini, Federico Mattia"

A mini-review on data science approaches in crop yield and disease detection by Valleggi, Lorenzo, Stefanini, Federico Mattia

“…Agriculture constitutes a sector with a considerable environmental impact, a concern that is poised to increase with the projected growth in population,…”
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A Bayesian Causal Model to Support Decisions on Treating of a Vineyard by Stefanini, Federico Mattia, Valleggi, Lorenzo

“…Plasmopara viticola is one of the main challenges of working in a vineyard as it can seriously damage plants, reducing the quality and quantity of grapes…”
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A Bayesian model for control strategy selection against Plasmopara viticola infections by Valleggi, Lorenzo, Carella, Giuseppe, Perria, Rita, Mugnai, Laura, Stefanini, Federico Mattia

“…Plant pathogens pose a persistent threat to grape production, causing significant economic losses if disease management strategies are not carefully planned…”
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A Pilot, Prospective, Observational Study to Investigate the Value of NGS in Liquid Biopsies to Predict Tumor Response After Neoadjuvant Chemo-Radiotherapy in Patients With Locally Advanced Rectal Cancer: The LiBReCa Study by Roesel, Raffaello, Epistolio, Samantha, Molinari, Francesca, Saletti, Piercarlo, De Dosso, Sara, Valli, Mariacarla, Franzetti-Pellanda, Alessandra, Deantonio, Letizia, Biggiogero, Maira, Spina, Paolo, Popeskou, Sotirios Georgios, Cristaudi, Alessandra, Mongelli, Francesco, Mazzucchelli, Luca, Stefanini, Federico Mattia, Frattini, Milo, Christoforidis, Dimitri

“…Introduction Circulating tumor DNA (ctDNA) correlates with the response to therapy in different types of cancer. However, in patients with locally advanced…”
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The Impact of Surgery in IDH 1 Wild Type Glioblastoma in Relation With the MGMT Deregulation by Marchi, Francesco, Sahnane, Nora, Cerutti, Roberta, Cipriani, Debora, Barizzi, Jessica, Stefanini, Federico Mattia, Epistolio, Samantha, Cerati, Michele, Balbi, Sergio, Mazzucchelli, Luca, Sessa, Fausto, Pesce, Gianfranco Angelo, Reinert, Michael, Frattini, Milo

“…The treatment of choice in glioblastoma (GBM) is the maximal surgical extent of resection (EOR) followed by adjuvant chemo-radiotherapy. Furthermore,…”
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Identification of MGMT Downregulation Induced by miRNA in Glioblastoma and Possible Effect on Temozolomide Sensitivity by Cardia, Andrea, Epistolio, Samantha, Zaed, Ismail, Sahnane, Nora, Cerutti, Roberta, Cipriani, Debora, Barizzi, Jessica, Spina, Paolo, Stefanini, Federico Mattia, Cerati, Michele, Balbi, Sergio, Mazzucchelli, Luca, Sessa, Fausto, Pesce, Gianfranco Angelo, Reinert, Michael, Frattini, Milo, Marchi, Francesco

“…Glioblastoma multiforme (GBM) remains one of the tumors with the worst prognosis. In recent years, a better overall survival (OS) has been described in cases…”
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Clinical Relevance and Interplay between miRNAs in Influencing Glioblastoma Multiforme Prognosis by Epistolio, Samantha, Dazio, Giulia, Zaed, Ismail, Sahnane, Nora, Cipriani, Debora, Polinelli, Francesco, Barizzi, Jessica, Spina, Paolo, Stefanini, Federico Mattia, Cerati, Michele, Balbi, Sergio, Mazzucchelli, Luca, Sessa, Fausto, Pesce, Gianfranco Angelo, Reinert, Michael, Cardia, Andrea, Marchi, Francesco, Frattini, Milo

“…Glioblastoma multiforme (GBM) is usually treated with surgery followed by adjuvant partial radiotherapy combined with temozolomide (TMZ) chemotherapy. Recent…”
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An improved classification of foci for carcinogenicity testing by statistical descriptors by Callegaro, Giulia, Stefanini, Federico Mattia, Colacci, Annamaria, Vaccari, Monica, Urani, Chiara

“…[Display omitted] •A tool based on image analysis to support the scoring of malignant foci in BALB/c 3T3 CTA is presented.•Descriptors of foci growth patterns…”
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P1245 Polymorphic Variants of HSD3B1 Gene Confer Different Outcome in Specific Subgroups of Patients Infected With SARS-CoV-2 by Epistolio, Samantha, Ramelli, Giulia, Ottaviano, Margaret, Crupi, Emanuele, Marandino, Laura, Biggiogero, Maira, Maida, Pier Andrea, Ruinelli, Lorenzo, Vogl, Ursula, Mangan, Dylan, Pascale, Mariarosa, Cantù, Marco, Ceschi, Alessandro, Bernasconi, Enos, Mazzucchelli, Luca, Catapano, Carlo, Alimonti, Andrea, Garzoni, Christian, Gillessen Sommer, Silke, Stefanini, Federico Mattia, Franzetti-Pellanda, Alessandra, Frattini, Milo, Pereira Mestre, Ricardo

“…Introduction: Severe respiratory syndrome coronavirus 2 (SARS-CoV-2) uses the androgen receptor (AR), through ACE2 receptor and TMPRSS2, to enter nasal and…”
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Learning Bayesian networks with heterogeneous agronomic data sets via mixed-effect models and hierarchical clustering by Valleggi, Lorenzo, Scutari, Marco, Stefanini, Federico Mattia

“…Maize, a crucial crop globally cultivated across vast regions, especially in sub-Saharan Africa, Asia, and Latin America, occupies 197 million hectares as of…”
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Monitoring Convergence in the European Union with the convergEU Package for R by Stefanini, Federico Mattia, Nikiforova, Nedka Dechkova, Peruffo, Eleonora, Bisello, Martina, Litardi, Chiara, Mascherini, Massimiliano

“…Upward convergence, that is an improvement of Members States’ economic and social indicators’ performance, is a core policy target of the European Union. This…”
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A probabilistic network for the diagnosis of acute cardiopulmonary diseases by Magrini, Alessandro, Luciani, Davide, Stefanini, Federico Mattia

“…Biometrical Journal, 60(1), 174-195, January 2018 In this paper, the development of a probabilistic network for the diagnosis of acute cardiopulmonary diseases…”
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Generalized Beta Regression to Elicit Conditional Distributions of Medical Variables by Magrini, Alessandro, Luciani, Davide, Stefanini, Federico Mattia

“…Univariate conditional models are of core importance in supporting medical reasoning, as they allow to decompose a joint probability distribution using the…”
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Learning Bayesian Networks with Heterogeneous Agronomic Data Sets via Mixed-Effect Models and Hierarchical Clustering by Valleggi, Lorenzo, Scutari, Marco, Stefanini, Federico Mattia

“…Engineering Applications of Artificial Intelligence (2024), 31, 107867 Maize, a crucial crop globally cultivated across vast regions, especially in sub-Saharan…”
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Longitudinal Analysis of Sympton Expression in Grapevines Affected by Esca by Federico Mattia Stefanini, Giuseppe Surico, Guido Marchi

“…An analysis of symptom expression in esca infected grapevines was performed by focusing on the dynamics of each plant. A parametric statistical model was…”
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Longitudinal analysis of symptom expression in grapevines affected by esca [Vitis vinifera L.] by Stefanini, F.M. (Florence Univ. (Italy). Dipartimento di Statistica Giuseppe Parenti), Surico, G, Marchi, G. (Florence Univ. (Italy). Dipartimento di Biotecnologie Agrarie)

“…An analysis of symptom expression in esca infected grapevines was performed by focusing on the dynamics of each plant. A parametric statistical model was…”
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Longitudinal Analysis of Sympton Expression in Grapevines Affected by Esca by Stefanini, Federico Mattia, Surico, Giuseppe, Marchi, Guido

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