CASTELLANI, GASTONE
CASTELLANI, GASTONE
DIMEC - DIPARTIMENTO DI SCIENZE MEDICHE E CHIRURGICHE
Docenti di ruolo di Ia fascia
CASTELLANI GC.; G.C. CASTELLANI; Castellani, Gastone C.
AI-Enhanced MRI Radiomics for Discriminating Active and Fibrotic Lesions to Support Therapeutic Decision-Making in Deep Endometriosis
In corso di stampa Peluso, Sara; Lucidi, Vincenzo; Di Giovanni, Maria Chiara; Bertoldo, Linda; De Gobbi, Valeria; Aguzzi, Alberto; Curti, Nico; Biondi, Riccardo; Raffone, Antonio; Seracchioli, Renato; Castellani, Gastone; Mosconi, Cristina; Raimondo, Diego
Combining mass spectrometry and machine learning models for predicting Klebsiella pneumoniae antimicrobial resistance: a multicenter experience from clinical isolates in Italy
In corso di stampa Rocchi, Ettore; Nicitra, Emanuele; Calvo, Maddalena; Cento, Valeria; Peiretti, Laura; Asif, Zian; Menchinelli, Giulia; Posteraro, Brunella; Sala, Claudia; Colosimo, Claudia; Cricca, Monica; Sambri, Vittorio; Sanguinetti, Maurizio; Castellani, Gastone; Stefani, Stefania
COMPUTER-AIDED EFFECTIVE FRACTURE RISK STRATIFICATION OF PATIENTS WITH VERTEBRAL METASTASES FOR PERSONALISED TREATMENT THROUGH ROBUST COMPUTATIONAL MODELS VALIDATED IN CLINICAL SETTINGS (METASTRA)
In corso di stampa Cristofolini, Luca; Palanca, Marco; Castellani, Gastone; Mellone, Sabato
Assessment and Compliance of Personalized Machine-Learning Pharmacokinetic Models in the European Regulatory Environment
2026 Corte Metto, Silvia; Magnani, Federico; Castellani, Gastone
Epimutation analysis reveals involvement of SLIT2/ROBO signaling pathway in painful diabetic neuropathy
2026 Kwiatkowska, Katarzyna Malgorzata; Garagnani, Paolo; Ferraresi, Francesca; Bonafé, Massimiliano; Bacalini, Maria G.; Sala, Claudia; Castellani, Gastone; Gentilini, Davide; Calzari, Luciano; Ziegler, Dan; Gerrits, Monique M.; Faber, Catharina G.; Malik, Rayaz A.; Marchi, Margherita; Salvi, Erika; Lauria, Giuseppe; Pirazzini, Chiara
Experimenting Federated AI Models for Hematological Diseases
2026 Carota, Luciana; Casadei, Francesco; Asti, Gianluca; Piscia, Davide; Apellániz, Patricia A.; D'Amico, Saverio; Biondi, Riccardo; Sala, Claudia; Merleau, Nono S. C.; Van Deventer, Michel S. J.; Colombatti, Raffaella; Mezzalira, Elisabetta; Mañú Pereira, María Del Mar; Reidel, Sara Isabel; Polizzi, Stefano; Peluso, Sara; Rollo, Cesare; Sanavia, Tiziana; Fariselli, Piero; Parras, Juan; Almodóvar, Alejandro; Zazo, Santiago; Della Porta, Matteo; Alvarez, Federico; Castellani, Gastone; Giampieri, Enrico
Introduction of topologial features to advance medical imaging analysis
2026 Biondi, R.; Carlini, G.; Peluso, S.; Castellani, G.; Curti, N.
Mask-aware foundational-model embeddings for 18F-FDG-PET/CT prognosis in multiple myeloma
2026 Guinea-Pérez, Javier; Uribe, Silvia; Peluso, Sara; Castellani, Gastone; Nanni, Cristina; Álvarez, Federico
MRI-based feature extraction for deep endometriosis: combining texture and morphology for lesion characterization and pain symptoms
2026 Peluso, S.; Biondi, R.; Di Giovanni, M. C.; Bertoldo, L.; De Gobbi, V.; Curti, N.; Raimondo, D.; Lucidi, V.; Castellani, G.
Prognostic impact of myelodysplasia-related gene mutations in FLT3-ITD-mutated acute myeloid leukemia
2026 Mecklenbrauck, R.; Villaverde Ramiro, A.; Strang, E.; Gabdoulline, R.; Martinez Elicegui, J.; Sobas, M.; Pleyer, L.; Turki, A.; Voso, M. T.; Benner, A.; Hernandez-Sanchez, A.; Tettero, J. M.; Tur Gimenez, L.; Metzeler, K. H.; Onate, G.; Lehmann, S.; Huntly, B. J. P.; Thomas, I.; Thol, F. R.; Heidel, F. H.; Valk, P. J. M.; Dohner, K.; Haferlach, T.; Mills, K. I.; Dohner, H.; Castellani, G.; Ossenkoppele, G. J.; Hernandez-Rivas, J. M.; Bullinger, L.; Heuser, M.
Single-Cell Transcriptomics and Computational Frameworks for Target Discovery in Cancer
2026 Tarozzi, Martina; Derus, Nicolas Riccardo; Polizzi, Stefano; Sala, Claudia; Castellani, Gastone
Synthetic data generation in paediatrics and paediatric nursing: what, how, and why?
2026 Mezzalira, Elisabetta; Boaro, Maria Paola; Reggiani, Giulia; Biondi, Riccardo; Castellani, Gastone; Colombatti, Raffaella
The best teaching ulcer? The one we cannot label—addressing data scarcity through synthetic imaging
2026 Zengarini, Corrado; Giacometti, Tommaso; Griffa, Davide; Rapparini, Luca; Fruci, Michele; Castellani, Gastone; Remondini, Daniel; Pileri, Alessandro; Starace, Michela; La Placa, Michelangelo; Curti, Nico
Unravelling co-mutational patterns with prognostic implications in NPM1 mutated adult acute myeloid leukemia – a HARMONY study
2026 Hernández-Sánchez, Alberto; Villaverde Ramiro, Ángela; Sträng, Eric; Turki, Amin T.; Abáigar, María; Versluis, Jurjen; Thomas, Ian; Sobas, Marta; Martínez Elicegui, Javier; Castellani, Gastone; Benner, Axel; Azibeiro, Raúl; Tettero, Jesse M.; Mecklenbrauck, Rabea; Martínez-López, Joaquín; Pratcorona, Marta; Mills, Ken I.; Sanz, Guillermo; Voso, Maria Teresa; Sören, Lehmann; Röllig, Christoph; Thiede, Christian; Metzeler, Klaus H.; Döhner, Konstanze; Heuser, Michael; Haferlach, Torsten; Valk, Peter Jm; Russell, Nigel; Hernández-Rivas, Jesús María; Huntly, Brian; Ossenkoppele, Gert; Döhner, Hartmut; Bullinger, Lars
Artificial Intelligence model to predict resistances in Gram-negative bloodstream infections
2025 Bonazzetti, Cecilia; Rocchi, Ettore; Toschi, Alice; Derus, Nicolas Riccardo; Sala, Claudia; Pascale, Renato; Rinaldi, Matteo; Campoli, Caterina; Pasquini, Zeno Adrien Igor; Tazza, Beatrice; Amicucci, Armando; Gatti, Milo; Ambretti, Simone; Viale, Pierluigi; Castellani, Gastone; Giannella, Maddalena
Assessing the Potential Usefulness of FDG LAFOV-PET for Oncological Staging: An Evaluation of Lesion Number and Uptake
2025 Dragonetti, Valentino; Peluso, Sara; Castellani, Gastone; Fanti, Stefano
CATS: A Bioinformatic Tool for Automated Cas Nucleases activity comparison in clinically relevant contexts
2025 Rocchi, Ettore; Magnani, Federico; Castellani, Gastone; Carusillo, Antonio; Tarozzi, Martina
CATS: a bioinformatic tool for automated Cas9 nucleases activity comparison in clinically relevant contexts
2025 Rocchi, Ettore; Magnani, Federico; Castellani, Gastone; Carusillo, Antonio; Tarozzi, Martina
Characterization and Clinical Implications of p53 Dysfunction in Patients With Myelodysplastic Syndromes
2025 Zampini, M.; Riva, E.; Lanino, L.; Sauta, E.; Antunes Dos Reis, R.; Ejarque, R. M. A.; Maggioni, G.; Termanini, A.; Merlotti, A.; Campagna, A.; Dall'Olio, L.; Kulasekararaj, A.; Calvi, M.; Di Vito, C.; Bonometti, A.; Rahal, D.; Croci, G.; Boveri, E.; Gianelli, U.; Ponzoni, M.; Caselli, R.; Albertazzi, S.; Todisco, G.; Ubezio, M.; Crisafulli, L.; Frigo, A.; Lugli, E.; Mosca, E.; Acha, P.; Ghisletti, S.; Nicassio, F.; Santoro, A.; Diez-Campelo, M.; Sole, F.; Ades, L.; Platzbecker, U.; Santini, V.; Fenaux, P.; Haferlach, T.; Sallman, D.; Garcia-Manero, G.; Mavilio, D.; Remondini, D.; Castellani, G.; D'Amico, S.; Zeidan, A. M.; Komrokji, R.; Kordasti, S.; Ficara, F.; Della Porta, M. G.; Russo, A.; Travaglino, E.; Delleani, M.; Asti, G.; Ventura, D.; Tentori, C. A.; Buizza, A.; Brindisi, M.; Pinocchio, N.; Pesce, F.
Clonal hematopoiesis in cardiovascular aging: Insights from the verona heart study
2025 Kwiatkowska, Katarzyna Malgorzata; Martinelli, Nicola; Bertamini, Luca; De Fanti, Sara; Olivieri, Oliviero; Sala, Claudia; Castellani, Gastone; Xumerle, Luciano; Zago, Elisa; Busti, Fabiana; Giuliani, Cristina; Garagnani, Paolo; Girelli, Domenico
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| AI-Enhanced MRI Radiomics for Discriminating Active and Fibrotic Lesions to Support Therapeutic Decision-Making in Deep Endometriosis | Peluso, Sara; Lucidi, Vincenzo; Di Giovanni, Maria Chiara; Bertoldo, Linda; De Gobbi, Valeria; Ag...uzzi, Alberto; Curti, Nico; Biondi, Riccardo; Raffone, Antonio; Seracchioli, Renato; Castellani, Gastone; Mosconi, Cristina; Raimondo, Diego | 9999-01-01 | JOURNAL OF MINIMALLY INVASIVE GYNECOLOGY | - | 1.01 Articolo in rivista | - |
| Combining mass spectrometry and machine learning models for predicting Klebsiella pneumoniae antimicrobial resistance: a multicenter experience from clinical isolates in Italy | Rocchi, Ettore; Nicitra, Emanuele; Calvo, Maddalena; Cento, Valeria; Peiretti, Laura; Asif, Zian;... Menchinelli, Giulia; Posteraro, Brunella; Sala, Claudia; Colosimo, Claudia; Cricca, Monica; Sambri, Vittorio; Sanguinetti, Maurizio; Castellani, Gastone; Stefani, Stefania | 9999-01-01 | BMC MICROBIOLOGY | - | 1.01 Articolo in rivista | - |
| COMPUTER-AIDED EFFECTIVE FRACTURE RISK STRATIFICATION OF PATIENTS WITH VERTEBRAL METASTASES FOR PERSONALISED TREATMENT THROUGH ROBUST COMPUTATIONAL MODELS VALIDATED IN CLINICAL SETTINGS (METASTRA) | Cristofolini, Luca; Palanca, Marco; Castellani, Gastone; Mellone, Sabato | 9999-01-01 | - | - | 8.04 Coordinamento di progetti di ricerca | - |
| Assessment and Compliance of Personalized Machine-Learning Pharmacokinetic Models in the European Regulatory Environment | Corte Metto, Silvia; Magnani, Federico; Castellani, Gastone | 2026-01-01 | - | Springer | 2.01 Capitolo / saggio in libro | - |
| Epimutation analysis reveals involvement of SLIT2/ROBO signaling pathway in painful diabetic neuropathy | Kwiatkowska, Katarzyna Malgorzata; Garagnani, Paolo; Ferraresi, Francesca; Bonafé, Massimiliano; ...Bacalini, Maria G.; Sala, Claudia; Castellani, Gastone; Gentilini, Davide; Calzari, Luciano; Ziegler, Dan; Gerrits, Monique M.; Faber, Catharina G.; Malik, Rayaz A.; Marchi, Margherita; Salvi, Erika; Lauria, Giuseppe; Pirazzini, Chiara | 2026-01-01 | HUMAN GENOMICS | - | 1.01 Articolo in rivista | s40246-025-00905-8.pdf |
| Experimenting Federated AI Models for Hematological Diseases | Carota, Luciana; Casadei, Francesco; Asti, Gianluca; Piscia, Davide; Apellániz, Patricia A.; D'Am...ico, Saverio; Biondi, Riccardo; Sala, Claudia; Merleau, Nono S. C.; Van Deventer, Michel S. J.; Colombatti, Raffaella; Mezzalira, Elisabetta; Mañú Pereira, María Del Mar; Reidel, Sara Isabel; Polizzi, Stefano; Peluso, Sara; Rollo, Cesare; Sanavia, Tiziana; Fariselli, Piero; Parras, Juan; Almodóvar, Alejandro; Zazo, Santiago; Della Porta, Matteo; Alvarez, Federico; Castellani, Gastone; Giampieri, Enrico | 2026-01-01 | - | Tommasino, C., Russo, C., Bernardini, M. | 2.01 Capitolo / saggio in libro | - |
| Introduction of topologial features to advance medical imaging analysis | Biondi, R.; Carlini, G.; Peluso, S.; Castellani, G.; Curti, N. | 2026-01-01 | PHYSICA MEDICA | - | 1.06 Abstract in rivista | - |
| Mask-aware foundational-model embeddings for 18F-FDG-PET/CT prognosis in multiple myeloma | Guinea-Pérez, Javier; Uribe, Silvia; Peluso, Sara; Castellani, Gastone; Nanni, Cristina; Álvarez,... Federico | 2026-01-01 | COMPUTERIZED MEDICAL IMAGING AND GRAPHICS | - | 1.01 Articolo in rivista | - |
| MRI-based feature extraction for deep endometriosis: combining texture and morphology for lesion characterization and pain symptoms | Peluso, S.; Biondi, R.; Di Giovanni, M. C.; Bertoldo, L.; De Gobbi, V.; Curti, N.; Raimondo, D.; ...Lucidi, V.; Castellani, G. | 2026-01-01 | PHYSICA MEDICA | - | 1.06 Abstract in rivista | - |
| Prognostic impact of myelodysplasia-related gene mutations in FLT3-ITD-mutated acute myeloid leukemia | Mecklenbrauck, R.; Villaverde Ramiro, A.; Strang, E.; Gabdoulline, R.; Martinez Elicegui, J.; Sob...as, M.; Pleyer, L.; Turki, A.; Voso, M. T.; Benner, A.; Hernandez-Sanchez, A.; Tettero, J. M.; Tur Gimenez, L.; Metzeler, K. H.; Onate, G.; Lehmann, S.; Huntly, B. J. P.; Thomas, I.; Thol, F. R.; Heidel, F. H.; Valk, P. J. M.; Dohner, K.; Haferlach, T.; Mills, K. I.; Dohner, H.; Castellani, G.; Ossenkoppele, G. J.; Hernandez-Rivas, J. M.; Bullinger, L.; Heuser, M. | 2026-01-01 | LEUKEMIA | - | 1.01 Articolo in rivista | unpaywall-bitstream--18668489.pdf; 41375_2026_2874_MOESM1_ESM.docx |
| Single-Cell Transcriptomics and Computational Frameworks for Target Discovery in Cancer | Tarozzi, Martina; Derus, Nicolas Riccardo; Polizzi, Stefano; Sala, Claudia; Castellani, Gastone | 2026-01-01 | TARGETS | - | 1.01 Articolo in rivista | targets-04-00006-v2.pdf |
| Synthetic data generation in paediatrics and paediatric nursing: what, how, and why? | Mezzalira, Elisabetta; Boaro, Maria Paola; Reggiani, Giulia; Biondi, Riccardo; Castellani, Gaston...e; Colombatti, Raffaella | 2026-01-01 | INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS | - | 1.01 Articolo in rivista | 1-s2.0-S1386505625004538-main.pdf |
| The best teaching ulcer? The one we cannot label—addressing data scarcity through synthetic imaging | Zengarini, Corrado; Giacometti, Tommaso; Griffa, Davide; Rapparini, Luca; Fruci, Michele; Castell...ani, Gastone; Remondini, Daniel; Pileri, Alessandro; Starace, Michela; La Placa, Michelangelo; Curti, Nico | 2026-01-01 | JOURNAL OF WOUND CARE | - | 1.01 Articolo in rivista | - |
| Unravelling co-mutational patterns with prognostic implications in NPM1 mutated adult acute myeloid leukemia – a HARMONY study | Hernández-Sánchez, Alberto; Villaverde Ramiro, Ángela; Sträng, Eric; Turki, Amin T.; Abáigar, Mar...ía; Versluis, Jurjen; Thomas, Ian; Sobas, Marta; Martínez Elicegui, Javier; Castellani, Gastone; Benner, Axel; Azibeiro, Raúl; Tettero, Jesse M.; Mecklenbrauck, Rabea; Martínez-López, Joaquín; Pratcorona, Marta; Mills, Ken I.; Sanz, Guillermo; Voso, Maria Teresa; Sören, Lehmann; Röllig, Christoph; Thiede, Christian; Metzeler, Klaus H.; Döhner, Konstanze; Heuser, Michael; Haferlach, Torsten; Valk, Peter Jm; Russell, Nigel; Hernández-Rivas, Jesús María; Huntly, Brian; Ossenkoppele, Gert; Döhner, Hartmut; Bullinger, Lars | 2026-01-01 | LEUKEMIA | - | 1.01 Articolo in rivista | - |
| Artificial Intelligence model to predict resistances in Gram-negative bloodstream infections | Bonazzetti, Cecilia; Rocchi, Ettore; Toschi, Alice; Derus, Nicolas Riccardo; Sala, Claudia; Pasca...le, Renato; Rinaldi, Matteo; Campoli, Caterina; Pasquini, Zeno Adrien Igor; Tazza, Beatrice; Amicucci, Armando; Gatti, Milo; Ambretti, Simone; Viale, Pierluigi; Castellani, Gastone; Giannella, Maddalena | 2025-01-01 | NPJ DIGITAL MEDICINE | - | 1.01 Articolo in rivista | s41746-025-01696-x.pdf; 41746_2025_1696_MOESM1_ESM.pdf |
| Assessing the Potential Usefulness of FDG LAFOV-PET for Oncological Staging: An Evaluation of Lesion Number and Uptake | Dragonetti, Valentino; Peluso, Sara; Castellani, Gastone; Fanti, Stefano | 2025-01-01 | CANCERS | - | 1.01 Articolo in rivista | cancers-17-01927.pdf |
| CATS: A Bioinformatic Tool for Automated Cas Nucleases activity comparison in clinically relevant contexts | Rocchi, Ettore; Magnani, Federico; Castellani, Gastone; Carusillo, Antonio; Tarozzi, Martina | 2025-01-01 | - | - | 4.03 Poster | - |
| CATS: a bioinformatic tool for automated Cas9 nucleases activity comparison in clinically relevant contexts | Rocchi, Ettore; Magnani, Federico; Castellani, Gastone; Carusillo, Antonio; Tarozzi, Martina | 2025-01-01 | FRONTIERS IN GENOME EDITING | - | 1.01 Articolo in rivista | fgeed-1-1571023 (1).pdf |
| Characterization and Clinical Implications of p53 Dysfunction in Patients With Myelodysplastic Syndromes | Zampini, M.; Riva, E.; Lanino, L.; Sauta, E.; Antunes Dos Reis, R.; Ejarque, R. M. A.; Maggioni, ...G.; Termanini, A.; Merlotti, A.; Campagna, A.; Dall'Olio, L.; Kulasekararaj, A.; Calvi, M.; Di Vito, C.; Bonometti, A.; Rahal, D.; Croci, G.; Boveri, E.; Gianelli, U.; Ponzoni, M.; Caselli, R.; Albertazzi, S.; Todisco, G.; Ubezio, M.; Crisafulli, L.; Frigo, A.; Lugli, E.; Mosca, E.; Acha, P.; Ghisletti, S.; Nicassio, F.; Santoro, A.; Diez-Campelo, M.; Sole, F.; Ades, L.; Platzbecker, U.; Santini, V.; Fenaux, P.; Haferlach, T.; Sallman, D.; Garcia-Manero, G.; Mavilio, D.; Remondini, D.; Castellani, G.; D'Amico, S.; Zeidan, A. M.; Komrokji, R.; Kordasti, S.; Ficara, F.; Della Porta, M. G.; Russo, A.; Travaglino, E.; Delleani, M.; Asti, G.; Ventura, D.; Tentori, C. A.; Buizza, A.; Brindisi, M.; Pinocchio, N.; Pesce, F. | 2025-01-01 | JOURNAL OF CLINICAL ONCOLOGY | - | 1.01 Articolo in rivista | zampini-et-al-2025-characterization-and-clinical-implications-of-p53-dysfunction-in-patients-with-myelodysplastic.pdf |
| Clonal hematopoiesis in cardiovascular aging: Insights from the verona heart study | Kwiatkowska, Katarzyna Malgorzata; Martinelli, Nicola; Bertamini, Luca; De Fanti, Sara; Olivieri,... Oliviero; Sala, Claudia; Castellani, Gastone; Xumerle, Luciano; Zago, Elisa; Busti, Fabiana; Giuliani, Cristina; Garagnani, Paolo; Girelli, Domenico | 2025-01-01 | GEROSCIENCE | - | 1.01 Articolo in rivista | 11357_2024_1367_MOESM10_ESM.zip; Manuscript2.pdf |