Foto del docente

Gastone Castellani

Full Professor

Department of Medical and Surgical Sciences

Academic discipline: PHYS-06/A Physics for Life Sciences, Environment, and Cultural Heritage

Delegate of Department of Medical and Surgical Sciences

Publications

Ettore Rocchi, Mauro Faccin, Claudia Sala, Donatella Lombardo, Simone Ambretti, Gastone Castellani, Antimicrobial resistance prediction via a soft voting classifier model for MALDI-TOF mass spectra, in: Atti del XII Congresso Nazionale SISMEC, 2023, pp. N/A - N/A (atti di: XII Congresso Nazionale SISMEC, Jesi, Italia, 20, 21, 22, 23 settembre 2023) [Abstract]

Buschi, Daniele; Curti, Nico; Cola, Veronica; Carlini, Gianluca; Sala, Claudia; Dall’Olio, Daniele; Castellani, Gastone; Pizzi, Elisa; Del Magno, Sara; Foglia, Armando; Giunti, Massimo; Pisoni, Luciano; Giampieri, Enrico, Automated Wound Image Segmentation: Transfer Learning from Human to Pet via Active Semi-Supervised Learning, «ANIMALS», 2023, 13, Article number: 956 , pp. 1 - 9 [Scientific article]Open Access

Dall’Olio, Lorenzo; Bolognesi, Maddalena; Borghesi, Simone; Cattoretti, Giorgio; Castellani, Gastone, BRAQUE: Bayesian Reduction for Amplified Quantization in UMAP Embedding, «ENTROPY», 2023, 25, Article number: 354 , pp. 1 - 23 [Scientific article]Open Access

Polizzi, Stefano; Curti, Nico; Dall’Olio, Lorenzo; Cercenelli, Laura; Fontana, Luigi; Valsecchi, Nicola; Marcelli, Emanuela; Castellani, Gastone; Versura, Piera, Characterization of Pupillary Light Response Features for the Classification of Patients with Optic Neuritis, «APPLIED SCIENCES», 2023, 13, Article number: 1520 , pp. 1 - 14 [Scientific article]Open Access

Asti, Gianluca; Sauta, Elisabetta; Curti, Nico; Carlini, Gianluca; Dall'Olio, Lorenzo; Lanino, Luca; Maggioni, Giulia; Campagna, Alessia; Ubezio, Marta; Russo, Antonio; Todisco, Gabriele; Tentori, Cristina Astrid; Morandini, Pierandrea; Bicchieri, Marilena; Grondelli, Maria Chiara; Zampini, Matteo; Travaglino, Erica; Savevski, Victor; Derus, Nicolas Riccardo; Dall'Olio, Daniele; Sala, Claudia; Zhao, Lin-Pierre; Santoro, Armando; Kordasti, Shahram; Santini, Valeria; Kubasch, Anne Sophie; Platzbecker, Uwe; Diez-Campelo, Maria; Fenaux, Pierre; Zeidan, Amer M.; Haferlach, Torsten; Castellani, Gastone; Della Porta, Matteo Giovanni; D'Amico, Saverio, Clinical Text Reports to Stratify Patients Affected with Myeloid Neoplasms Using Natural Language Processing, in: Emerging Tools, Techniques and Artificial Intelligence in Hematology, «BLOOD», 2023, 142, pp. 122 - 122 (atti di: 65th ASH Annual Meeting and Exposition, San Diego, December 9-12, 2023) [Contribution to conference proceedings]

Voros, Csaba; Bauer, David; Migh, Ede; Grexa, Istvan; Végh, Attila Gergely; Szalontai, Balázs; Castellani, Gastone; Danka, Tivadar; Dzeroski, Saso; Koos, Krisztian; Piccinini, Filippo; Horvath, Peter, Correlative Fluorescence and Raman Microscopy to Define Mitotic Stages at the Single-Cell Level: Opportunities and Limitations in the AI Era, «BIOSENSORS», 2023, 13, Article number: 187 , pp. 1 - 16 [Scientific article]Open Access

Bayraktar E.; Graf T.; Ayuk F.A.; Beutel G.; Penack O.; Luft T.; Brueder N.; Castellani G.; Reinhardt H.C.; Kroger N.; Beelen D.W.; Turki A.T., Data-driven grading of acute graft-versus-host disease, «NATURE COMMUNICATIONS», 2023, 14, pp. 1 - 17 [Scientific article]Open Access

Piccinini F.; Peirsman A.; Stellato M.; Pyun J.C.; Tumedei M.M.; Tazzari M.; De Wever O.; Tesei A.; Martinelli G.; Castellani G., Deep Learning-Based Tool For Morphotypic Analysis Of 3D Multicellular Spheroids, «JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY», 2023, 23, pp. 1 - 16 [Scientific article]Open Access

Filippo Piccinini, Vincenzi Fabio, Iorio Matteo, Marcella Tazzari, Maria Maddalena Tumedei, Jae-Chul Pyun, Enrico Giampieri, Giovanni Martinelli, Gastone Castellani, Antonella Carbonaro., DS4H Image Alignment (DS4H-IA), an open-source ImageJ/Fiji plugin for aligning multimodality 2D microscopy images., in: Straub Conference 2023, 2023(atti di: Straub Conference 2023, Biological Research Centre (BRC), Szeged, Hungary, 25-26/05/2023) [Poster]

Carlini, Gianluca; Gaudiano, Caterina; Golfieri, Rita; Curti, Nico; Biondi, Riccardo; Bianchi, Lorenzo; Schiavina, Riccardo; Giunchi, Francesca; Faggioni, Lorenzo; Giampieri, Enrico; Merlotti, Alessandra; Dall’Olio, Daniele; Sala, Claudia; Pandolfi, Sara; Remondini, Daniel; Rustici, Arianna; Pastore, Luigi Vincenzo; Scarpetti, Leonardo; Bortolani, Barbara; Cercenelli, Laura; Brunocilla, Eugenio; Marcelli, Emanuela; Coppola, Francesca; Castellani, Gastone, Effectiveness of Radiomic ZOT Features in the Automated Discrimination of Oncocytoma from Clear Cell Renal Cancer, «JOURNAL OF PERSONALIZED MEDICINE», 2023, 13, Article number: 478 , pp. 1 - 10 [Scientific article]Open Access

Curti, Nico; Merli, Yuri; Zengarini, Corrado; Giampieri, Enrico; Merlotti, Alessandra; Dall'Olio, Daniele; Marcelli, Emanuela; Bianchi, Tommaso; Castellani, Gastone, Effectiveness of Semi-Supervised Active Learning in Automated Wound Image Segmentation, «INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES», 2023, 24, Article number: 706 , pp. 1 - 11 [Scientific article]Open Access

Iannuzzi, Vincenzo; Sarno, Stefania; Sazzini, Marco; Abondio, Paolo; Sala, Claudia; Bacalini, Maria Giulia; Gentilini, Davide; Calzari, Luciano; Masciotta, Federica; Garagnani, Paolo; Castellani, Gastone; Moretti, Edgardo; Dasso, Maria Cristina; Sevini, Federica; Franceschi, Zelda Alice; Franceschi, Claudio; Pettener, Davide; Luiselli, Donata; Giuliani, Cristina, Epigenetic aging differences between Wichí and Criollos from Argentina: Insights from genomic history and ecology, «EVOLUTION, MEDICINE AND PUBLIC HEALTH», 2023, 11, pp. 397 - 414 [Scientific article]Open Access

Tumedei, Maria Maddalena; Piccinini, Filippo; Azzali, Irene; Pirini, Francesca; Bravaccini, Sara; De Matteis, Serena; Agostinelli, Claudio; Castellani, Gastone; Zanoni, Michele; Cortesi, Michela; Vergani, Barbara; Leone, Biagio Eugenio; Righi, Simona; Gazzola, Anna; Casadei, Beatrice; Gentilini, Davide; Calzari, Luciano; Limarzi, Francesco; Sabattini, Elena; Pession, Andrea; Tazzari, Marcella; Bertuzzi, Clara, Follicular Lymphoma Microenvironment Traits Associated with Event-Free Survival, «INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES», 2023, 24, Article number: 9909 , pp. 1 - 17 [Scientific article]Open Access

Kwiatkowska, Katarzyna Malgorzata; Mavrogonatou, Eleni; Papadopoulou, Adamantia; Sala, Claudia; Calzari, Luciano; Gentilini, Davide; Bacalini, Maria Giulia; Dall'Olio, Daniele; Castellani, Gastone; Ravaioli, Francesco; Franceschi, Claudio; Garagnani, Paolo; Pirazzini, Chiara; Kletsas, Dimitris, Heterogeneity of Cellular Senescence: Cell Type-Specific and Senescence Stimulus-Dependent Epigenetic Alterations, «CELLS», 2023, 12, Article number: 927 , pp. 1 - 24 [Scientific article]Open Access

Verzellesi L.; Botti A.; Bertolini M.; Trojani V.; Carlini G.; Nitrosi A.; Monelli F.; Besutti G.; Castellani G.; Remondini D.; Milanese G.; Croci S.; Sverzellati N.; Salvarani C.; Iori M., Machine and Deep Learning Algorithms for COVID-19 Mortality Prediction Using Clinical and Radiomic Features, «ELECTRONICS», 2023, 12, Article number: 3878 , pp. 1 - 14 [Scientific article]Open Access