Foto del docente

Gastone Castellani

Full Professor

Department of Medical and Surgical Sciences

Academic discipline: FIS/07 Applied Physics

Publications

Di Martino, Andrea; Carlini, Gianluca; Castellani, Gastone; Remondini, Daniel; Amorosi, Alessandro, Sediment core analysis using artificial intelligence, «SCIENTIFIC REPORTS», 2023, 13, Article number: 20409 , pp. 1 - 11 [Scientific article]Open Access

Derus N.; Curti N.; Giampieri E.; Dall'olio D.; Sala C.; Castellani G., Synthetic Data Generation And Classification Of Histopathological Images, in: Special Issue: XXII International Conference on Mechanics in Medicine and Biology (ICMMB-22), 5 TOH TUCK LINK, SINGAPORE 596224, SINGAPORE, WORLD SCIENTIFIC PUBL CO PTE LTD, «JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY», 2023, 23, pp. 2340035-1 - 2340035-10 (atti di: XXII International Conference on Mechanics in Medicine and Biology (ICMMB-22), Bologna, 19/09/2022) [Contribution to conference proceedings]

D'Amico S.; Dall'Olio D.; Sala C.; Dall'Olio L.; Sauta E.; Zampini M.; Asti G.; Lanino L.; Maggioni G.; Campagna A.; Ubezio M.; Russo A.; Bicchieri M.E.; Riva E.; Tentori C.A.; Travaglino E.; Morandini P.; Savevski V.; Santoro A.; Prada-Luengo I.; Krogh A.; Santini V.; Kordasti S.; Platzbecker U.; Diez-Campelo M.; Fenaux P.; Haferlach T.; Castellani G.; Della Porta M.G., Synthetic Data Generation by Artificial Intelligence to Accelerate Research and Precision Medicine in Hematology, «JCO CLINICAL CANCER INFORMATICS», 2023, 7, Article number: e2300021 , pp. 1 - 22 [Scientific article]

Asti, Gianluca; D'Amico, Saverio; Curti, Nico; Carlini, Gianluca; Sauta, Elisabetta; Derus, Nicolas Riccardo; Dall'Olio, Daniele; Sala, Claudia; 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; Savevski, Victor; Santoro, Armando; Kordasti, Shahram; Santini, Valeria; Kubasch, Anne Sophie; Platzbecker, Uwe; Diez-Campelo, Maria; Fenaux, Pierre; Zhao, Lin-Pierre; Zeidan, Amer M.; Haferlach, Torsten; Castellani, Gastone; Della Porta, Matteo Giovanni, Synthetic Histopathological Images Generation with Artificial Intelligence to Accelerate Research and Improve Clinical Outcomes in Hematology, in: Emerging Tools, Techniques and Artificial Intelligence in Hematology, «BLOOD», 2023, 142, pp. 902 - 902 (atti di: 65th ASH Annual Meeting and Exposition, San Diego, December 9-12, 2023) [Contribution to conference proceedings]

Curti, Nico; Levi, Giuseppe; Giampieri, Enrico; Castellani, Gastone; Remondini, Daniel, A network approach for low dimensional signatures from high throughput data, «SCIENTIFIC REPORTS», 2022, 12, Article number: 22253 , pp. 1 - 9 [Scientific article]Open Access

Gensous, Noémie; Sala, Claudia; Pirazzini, Chiara; Ravaioli, Francesco; Milazzo, Maddalena; Kwiatkowska, Katarzyna Malgorzata; Marasco, Elena; De Fanti, Sara; Giuliani, Cristina; Pellegrini, Camilla; Santoro, Aurelia; Capri, Miriam; Salvioli, Stefano; Monti, Daniela; Castellani, Gastone; Franceschi, Claudio; Bacalini, Maria Giulia; Garagnani, Paolo, A Targeted Epigenetic Clock for the Prediction of Biological Age, «CELLS», 2022, 11, Article number: 4044 , pp. 1 - 15 [Scientific article]Open Access

Dika E.; Curti N.; Giampieri E.; Veronesi G.; Misciali C.; Ricci C.; Castellani G.; Patrizi A.; Marcelli E., Advantages of manual and automatic computer-aided compared to traditional histopathological diagnosis of melanoma: A pilot study, «PATHOLOGY RESEARCH AND PRACTICE», 2022, 237, Article number: 154014 , pp. 1 - 5 [Scientific article]Open Access

Giuseppe Filitto; Francesca Coppola; Nico Curti; Enrico Giampieri; Daniele Dall'Olio; Alessandra Merlotti; Arrigo Cattabriga; Maria Adriana Cocozza; Makoto Taninokuchi Tomassoni; Daniel Remondini; Luisa Pierotti; Lidia Strigari; Dajana Cuicchi; Alessandra Guido; Karim Rihawi; Antonietta D???Errico; Francesca Di Fabio; Gilberto Poggioli; Alessio Giuseppe Morganti; Luigi Ricciardiello; Rita Golfieri; Gastone Castellani, Automated Prediction of the Response to Neoadjuvant Chemoradiotherapy in Patients Affected by Rectal Cancer, «CANCERS», 2022, 14, Article number: 2231 , pp. 1 - 13 [Scientific article]Open Access

Marco Barbieri , Philip K Lee , Leonardo Brizi , Enrico Giampieri , Francesco Solera , Gastone Castellani , Brian A Hargreaves , Claudia Testa , Raffaele Lodi , Daniel Remondini, Circumventing the curse of dimensionality in magnetic resonance fingerprinting through a deep learning approach., «NMR IN BIOMEDICINE», 2022, e4670, pp. 1 - 17 [Scientific article]Open Access

Riva, Elena; Zampini, Matteo; Alberto, Termanini; Dall'Olio, Lorenzo; Merlotti, Alessandra; Kulasekararaj, Austin; Calvi, Michela; Di Vito, Clara; Rahal, Daoud; Bonometti, Arturo; Croci, Giorgio; Boveri, Emanuela; Gianelli, Umberto; Ponzoni, Maurilio; Russo, Antonio; Tinterri, Benedetta; Re, Francesca; Sauta, Elisabetta; Saba, Elena; Travaglino, Erica; Ubezio, Marta; Campagna, Alessia; Lanino, Luca; Maggioni, Giulia; Tentori, Cristina Astrid; Milanesi, Chiara; Manes, Nicla; D'Amico, Saverio; Ficara, Francesca; Crisafulli, Laura; Mavilio, Domenico; Lugli, Enrico; Santoro, Armando; Diez-Campelo, Maria; Sanz, Guillermo; Solé, Francesc; Platzbecker, Uwe; Santini, Valeria; Kordasti, Shahram; Fenaux, Pierre; Haferlach, Torsten; Remondini, Daniel; Gastone, Castellani; Della Porta, Matteo G., Clinical Implications of p53 Dysfunction in Patients with Myelodysplastic Syndromes, «BLOOD», 2022, 140, pp. 4001 - 4004 [Abstract]

Attila Beleon, Sara Pignatta, Chiara Arienti, Antonella Carbonaro, Peter Horvath, Giovanni Martinelli, Gastone Castellani, Anna Tesei, Filippo Piccinini, CometAnalyser: A user-friendly, open-source deep-learning microscopy tool for quantitative comet assay analysis, «COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL», 2022, 20, pp. 4122 - 4130 [Scientific article]Open Access

Martina Tarozzi, David Castillo, François Le Dily, Sabina Capellari, Daniel Remondini, Marc A. Marti-Renom, Gastone Castellani, Comparative analysis of the three-dimensional chromatin conformation changes occurring in patients affected by prion disease, in: XXII International Conference on Mechanics in Medicine and Biology - Advances methods in Neuroscience, 2022, pp. 67 - 68 (atti di: XXII International Conference on Mechanics in Medicine and Biology, Bologna, 19-21/09/2022) [Contribution to conference proceedings]

Squadrani, Lorenzo; Curti, Nico; Giampieri, Enrico; Remondini, Daniel; Blais, Brian; Castellani, Gastone, Effectiveness of Biologically Inspired Neural Network Models in Learning and Patterns Memorization, «ENTROPY», 2022, 24, pp. 682 - 693 [Scientific article]Open Access

Claudia Sala, Adriano Zaghi, Ettore Rocchi, Nicolas R. Derus, Alessandra De Cesare, Gastone Castellani, Evaluation of Machine Learning models for the detection of Antimicrobial Resistance based on Synthetic Data, in: XXII International Conference on Mechanics in Medicine and Biology - Abstract book, 2022, pp. 16 - 16 (atti di: XXII International Conference on Mechanics in Medicine and Biology, Bologna, Italy, 19-20-21 September 2022) [Abstract]

Tarozzi, Martina; Baiardi, Simone; Sala, Claudia; Bartoletti-Stella, Anna; Parchi, Piero; Capellari, Sabina; Castellani, Gastone, Genomic, transcriptomic and RNA editing analysis of human MM1 and VV2 sporadic Creutzfeldt-Jakob disease, «ACTA NEUROPATHOLOGICA COMMUNICATIONS», 2022, 10, pp. 1 - 16 [Scientific article]Open Access