Early prediction of neoadjuvant chemotherapy response by exploiting a transfer learning approach on breast DCE-MRIs
Comes, Maria Colomba, Fanizzi, Annarita, Bove, Samantha, Didonna, Vittorio, Diotaiuti, Sergio, La Forgia, Daniele, Latorre, Agnese, Martinelli, Eugenio, Mencattini, Arianna, Nardone, Annalisa, Paradiso, Angelo Virgilio, Ressa, Cosmo Maurizio, Tamborra, Pasquale, Lorusso, Vito, Massafra, Raffaella
Published in Scientific reports (08.07.2021)
Published in Scientific reports (08.07.2021)
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Journal Article
Combining microfluidics with machine learning algorithms for RBC classification in rare hereditary hemolytic anemia
Rizzuto, Valeria, Mencattini, Arianna, Álvarez-González, Begoña, Di Giuseppe, Davide, Martinelli, Eugenio, Beneitez-Pastor, David, Mañú-Pereira, Maria del Mar, Lopez-Martinez, Maria José, Samitier, Josep
Published in Scientific reports (30.06.2021)
Published in Scientific reports (30.06.2021)
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Journal Article
3D Microfluidic model for evaluating immunotherapy efficacy by tracking dendritic cell behaviour toward tumor cells
Parlato, Stefania, De Ninno, Adele, Molfetta, Rosa, Toschi, Elena, Salerno, Debora, Mencattini, Arianna, Romagnoli, Giulia, Fragale, Alessandra, Roccazzello, Lorenzo, Buoncervello, Maria, Canini, Irene, Bentivegna, Enrico, Falchi, Mario, Bertani, Francesca Romana, Gerardino, Annamaria, Martinelli, Eugenio, Natale, Corrado, Paolini, Rossella, Businaro, Luca, Gabriele, Lucia
Published in Scientific reports (24.04.2017)
Published in Scientific reports (24.04.2017)
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Journal Article
Dissecting Effects of Anti-cancer Drugs and Cancer-Associated Fibroblasts by On-Chip Reconstitution of Immunocompetent Tumor Microenvironments
Nguyen, Marie, De Ninno, Adele, Mencattini, Arianna, Mermet-Meillon, Fanny, Fornabaio, Giulia, Evans, Sophia S., Cossutta, Mélissande, Khira, Yasmine, Han, Weijing, Sirven, Philémon, Pelon, Floriane, Di Giuseppe, Davide, Bertani, Francesca Romana, Gerardino, Annamaria, Yamada, Ayako, Descroix, Stéphanie, Soumelis, Vassili, Mechta-Grigoriou, Fatima, Zalcman, Gérard, Camonis, Jacques, Martinelli, Eugenio, Businaro, Luca, Parrini, Maria Carla
Published in Cell reports (Cambridge) (26.12.2018)
Published in Cell reports (Cambridge) (26.12.2018)
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Journal Article
Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure
Mencattini, Arianna, Martinelli, Eugenio, Costantini, Giovanni, Todisco, Massimiliano, Basile, Barbara, Bozzali, Marco, Di Natale, Corrado
Published in Knowledge-based systems (01.06.2014)
Published in Knowledge-based systems (01.06.2014)
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Journal Article
Deep-MEG: spatiotemporal CNN features and multiband ensemble classification for predicting the early signs of Alzheimer’s disease with magnetoencephalography
Giovannetti, Antonio, Susi, Gianluca, Casti, Paola, Mencattini, Arianna, Pusil, Sandra, López, María Eugenia, Di Natale, Corrado, Martinelli, Eugenio
Published in Neural computing & applications (01.11.2021)
Published in Neural computing & applications (01.11.2021)
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Journal Article
Apoptosis mapping in space and time of 3D tumor ecosystems reveals transmissibility of cytotoxic cancer death
Veith, Irina, Mencattini, Arianna, Picant, Valentin, Serra, Marco, Leclerc, Marine, Comes, Maria Colomba, Mami-Chouaib, Fathia, Camonis, Jacques, Descroix, Stéphanie, Shirvani, Hamasseh, Mechta-Grigoriou, Fatima, Zalcman, Gérard, Parrini, Maria Carla, Martinelli, Eugenio
Published in PLoS computational biology (30.03.2021)
Published in PLoS computational biology (30.03.2021)
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Journal Article
High-throughput analysis of cell-cell crosstalk in ad hoc designed microfluidic chips for oncoimmunology applications
Mencattini, Arianna, De Ninno, Adele, Mancini, Jacopo, Businaro, Luca, Martinelli, Eugenio, Schiavoni, Giovanna, Mattei, Fabrizio
Published in Methods in enzymology (2020)
Published in Methods in enzymology (2020)
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Journal Article
CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms
Detti, Andrea, Funari, Ludovico, Petrucci, Luca, D'Orazio, Michele, Mencattini, Arianna, Martinelli, Eugenio
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
From Petri Dishes to Organ on Chip Platform: The Increasing Importance of Machine Learning and Image Analysis
Mencattini, Arianna, Mattei, Fabrizio, Schiavoni, Giovanna, Gerardino, Annamaria, Businaro, Luca, Di Natale, Corrado, Martinelli, Eugenio
Published in Frontiers in pharmacology (26.02.2019)
Published in Frontiers in pharmacology (26.02.2019)
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Journal Article
Assembloid learning: opportunities and challenges for personalized approaches to brain functioning in health and disease
Mencattini, Arianna, Daprati, Elena, Della-Morte, David, Guadagni, Fiorella, Sangiuolo, Federica, Martinelli, Eugenio
Published in Frontiers in artificial intelligence (2024)
Published in Frontiers in artificial intelligence (2024)
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Journal Article
Oncoimmunology Meets Organs-on-Chip
Mattei, Fabrizio, Andreone, Sara, Mencattini, Arianna, De Ninno, Adele, Businaro, Luca, Martinelli, Eugenio, Schiavoni, Giovanna
Published in Frontiers in molecular biosciences (26.03.2021)
Published in Frontiers in molecular biosciences (26.03.2021)
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Journal Article
Hybrid 3D microfluidic bioprinting for the engineering of cancer models and tissue substitutes
D’Alessandro, Salvatore, Mohammadi, Sajad, Iafrate, Lucia, Bastioli, Marco, Marcotulli, Martina, Franco, Silvia, Palmisano, Biagio, D’Orazio, Michele, Mencattini, Arianna, Angelini, Roberta, Riminucci, Mara, Marinozzi, Franco, Martinelli, Eugenio, Ruocco, Giancarlo, Bini, Fabiano, Cidonio, Gianluca
Published in Virtual and physical prototyping (31.12.2024)
Published in Virtual and physical prototyping (31.12.2024)
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Journal Article
A Camera Sensors-Based System to Study Drug Effects On In Vitro Motility: The Case of PC-3 Prostate Cancer Cells
Comes, Maria Colomba, Mencattini, Arianna, Di Giuseppe, Davide, Filippi, Joanna, D'Orazio, Michele, Casti, Paola, Corsi, Francesca, Ghibelli, Lina, Di Natale, Corrado, Martinelli, Eugenio
Published in Sensors (Basel, Switzerland) (10.03.2020)
Published in Sensors (Basel, Switzerland) (10.03.2020)
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Journal Article
Cells in the 3D biomatrix on-chip: better mimicking the real micro-physiological system
D’Orazio, Michele, Filippi, Joanna, Antonelli, Gianni, Curci, Giorgia, Casti, Paola, Mencattini, Arianna, Cidonio, Gianluca, Martinelli, Eugenio
Published in Next materials (01.10.2024)
Published in Next materials (01.10.2024)
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Journal Article
Strength Is in Numbers: Can Concordant Artificial Listeners Improve Prediction of Emotion from Speech?
Martinelli, Eugenio, Mencattini, Arianna, Daprati, Elena, Di Natale, Corrado
Published in PloS one (26.08.2016)
Published in PloS one (26.08.2016)
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Journal Article
Deciphering Cancer Cell Behavior From Motility and Shape Features: Peer Prediction and Dynamic Selection to Support Cancer Diagnosis and Therapy
D'Orazio, Michele, Corsi, Francesca, Mencattini, Arianna, Di Giuseppe, Davide, Colomba Comes, Maria, Casti, Paola, Filippi, Joanna, Di Natale, Corrado, Ghibelli, Lina, Martinelli, Eugenio
Published in Frontiers in oncology (20.10.2020)
Published in Frontiers in oncology (20.10.2020)
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Journal Article
Online Feature Selection for Robust Classification of the Microbiological Quality of Traditional Vanilla Cream by Means of Multispectral Imaging
Lianou, Alexandra, Mencattini, Arianna, Catini, Alexandro, Di Natale, Corrado, Nychas, George-John E, Martinelli, Eugenio, Panagou, Efstathios Z
Published in Sensors (Basel, Switzerland) (20.09.2019)
Published in Sensors (Basel, Switzerland) (20.09.2019)
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