CURTI, NICO
CURTI, NICO
DIFA - DIPARTIMENTO DI FISICA E ASTRONOMIA "AUGUSTO RIGHI"
Ricercatori a tempo determinato
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
Introduction of topologial features to advance medical imaging analysis
2026 Biondi, R.; Carlini, G.; Peluso, S.; Castellani, G.; Curti, N.
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.
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
Flow-Based Synthetic Data Generation: A Unified Approach for Biomedical Tasks
2025 Giacometti, Tommaso; Curti, Nico; Zaghi, Adriano; Remondini, Daniel; Castellani, Gastone
Glomerular basement membrane thickness estimation and stratification via active semi-supervised learning model
2025 Curti, Nico; Carlini, Gianluca; Valente, Sabrina; Giampieri, Enrico; Merlotti, Alessandra; Remondini, Daniel; La Manna, Gaetano; Castellani, Gastone; Pasquinelli, Gianandrea
Identification of PET/CT radiomic signature for classification of locally recurrent rectal cancer: A network-based feature selection approach
2025 Dalmonte, Sara; Cocozza, Maria Adriana; Cuicchi, Dajana; Remondini, Daniel; Faggioni, Lorenzo; Castellucci, Paolo; Farolfi, Andrea; Fortunati, Emilia; Cappelli, Alberta; Biondi, Riccardo; Cattabriga, Arrigo; Poggioli, Gilberto; Fanti, Stefano; Castellani, Gastone; Coppola, Francesca; Curti, Nico
Improving Diagnostic Accuracy in Glomerular Diseases with AI-Based GBM Thickness Assessment
2025 Valente, Sabrina; Curti, Nico; Carlini, Gianluca; Giampieri, Enrico; Merlotti, Alessandra; Remondini, Daniel; La Manna, Gaetano; Castellani, Gastone; Pasquinelli, Gianandrea
Machine learning to detect melanoma exploiting nuclei morphology and Spatial organization
2025 Veronesi, Giulia; Curti, Nico; Gardini, Aldo; Querzoli, Giulia; Castellani, Gastone; Dika, Emi
Towards Precision Medicine in Sinonasal Tumors: Low-Dimensional Radiomic Signature Extraction from MRI
2025 Biondi, Riccardo; Gravante, Giacomo; Remondini, Daniel; Peluso, Sara; Cominetti, Serena; D'Amore, Francesco; Bignami, Maurizio; Arosio, Alberto Daniele; Curti, Nico
An Artificial Intelligence-Based Federated Learning Platform to Boost Precision Medicine in Rare Hematological Diseases: An Initiative By GenoMed4all and Synthema Consortia
2024 Asti, Gianluca; D'Amico, Saverio; Carota, Luciana; Piscia, Davide; Casadei, Francesco; Merleau, Nono Saha Cyrille; Alonso de Apellániz, Patricia; Kubasch, Anne Sophie; Gloaguen, Silke; Modler, Nicole; Gonzalez Martin, Catalina; Rollo, Cesare; Parras, Juan; Delleani, Mattia; Zazzetti, Elena; Sauta, Elisabetta; Curti, Nico; Derus, Nicolas Riccardo; Carlini, Gianluca; Dall'Olio, Daniele; Sala, Claudia; Dall'Olio, Lorenzo; Lanino, Luca; Maggioni, Giulia; Campagna, Alessia; Bicchieri, Marilena; Bonometti, Arturo; Lancellotti, Cesare; Rahal, Daoud; Di Tommaso, Luca; Sanavia, Tiziana; Fariselli, Piero; Zampini, Matteo; Brindisi, Matteo; Savevski, Victor; Platzbecker, Uwe; Diez-Campelo, Maria; Zhao, Lin Pierre; Fenaux, Pierre; Haferlach, Torsten; Planat, Vincent; Colombatti, Raffaella; Mañú-Pereira, Maria del Mar; Krogh, Anders; Uribe, Silvia; Zazo, Santiago; Giampieri, Enrico; Castellani, Gastone; Della Porta, Matteo Giovanni; Alvarez, Federico
Artificial intelligence and MRI in sinonasal tumors discrimination: where do we stand?
2024 Gravante, Giacomo; Arosio, Alberto Daniele; Curti, Nico; Biondi, Riccardo; Berardi, Luigi; Gandolfi, Alberto; Turri-Zanoni, Mario; Castelnuovo, Paolo; Remondini, Daniel; Bignami, Maurizio
Artificial Intelligence in Wound Care: A Narrative Review of the Currently Available Mobile Apps for Automatic Ulcer Segmentation
2024 Griffa, Davide; Natale, Alessio; Merli, Yuri; Starace, Michela; Curti, Nico; Mussi, Martina; Castellani, Gastone; Melandri, Davide; Piraccini, Bianca Maria; Zengarini, Corrado
Automated Prediction of Photographic Wound Assessment Tool in Chronic Wound Images
2024 Curti, Nico; Merli, Yuri; Zengarini, Corrado; Starace, Michela; Rapparini, Luca; Marcelli, Emanuela; Carlini, Gianluca; Buschi, Daniele; Castellani, Gastone C.; Piraccini, Bianca Maria; Bianchi, Tommaso; Giampieri, Enrico
Development and validation of a semi-automated and unsupervised method for femur segmentation from CT
2024 Aldieri, Alessandra; Biondi, Riccardo; La Mattina, Antonino A.; Szyszko, Julia A.; Polizzi, Stefano; Dall’Olio, Daniele; Curti, Nico; Castellani, Gastone; Viceconti, Marco
Emerging Signatures of Hematological Malignancies from Gene Expression and Transcription Factor-Gene Regulations
2024 Dall'Olio, Daniele; Magnani, Federico; Casadei, Francesco; Matteuzzi, Tommaso; Curti, Nico; Merlotti, Alessandra; Simonetti, Giorgia; Della Porta, Matteo Giovanni; Remondini, Daniel; Tarozzi, Martina; Castellani, Gastone
Generalizing the Enhanced-Deep-Super-Resolution Neural Network to Brain MR Images: A Retrospective Study on the Cam-CAN Dataset
2024 Fiscone, Cristiana; Curti, Nico; Ceccarelli, Mattia; Remondini, Daniel; Testa, Claudia; Lodi, Raffaele; Tonon, Caterina; Manners, David Neil; Castellani, Gastone
Automated Wound Image Segmentation: Transfer Learning from Human to Pet via Active Semi-Supervised Learning
2023 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
Characterization of Pupillary Light Response Features for the Classification of Patients with Optic Neuritis
2023 Polizzi, Stefano; Curti, Nico; Dall’Olio, Lorenzo; Cercenelli, Laura; Fontana, Luigi; Valsecchi, Nicola; Marcelli, Emanuela; Castellani, Gastone; Versura, Piera
Clinical Text Reports to Stratify Patients Affected with Myeloid Neoplasms Using Natural Language Processing
2023 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
| 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 | - |
| 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 | - |
| 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 | - |
| 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 | - |
| Flow-Based Synthetic Data Generation: A Unified Approach for Biomedical Tasks | Giacometti, Tommaso; Curti, Nico; Zaghi, Adriano; Remondini, Daniel; Castellani, Gastone | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Glomerular basement membrane thickness estimation and stratification via active semi-supervised learning model | Curti, Nico; Carlini, Gianluca; Valente, Sabrina; Giampieri, Enrico; Merlotti, Alessandra; Remond...ini, Daniel; La Manna, Gaetano; Castellani, Gastone; Pasquinelli, Gianandrea | 2025-01-01 | AMERICAN JOURNAL OF NEPHROLOGY | - | 1.01 Articolo in rivista | 28796135.zip; Curti+N+et+al.+AJN+2025.pdf |
| Identification of PET/CT radiomic signature for classification of locally recurrent rectal cancer: A network-based feature selection approach | Dalmonte, Sara; Cocozza, Maria Adriana; Cuicchi, Dajana; Remondini, Daniel; Faggioni, Lorenzo; Ca...stellucci, Paolo; Farolfi, Andrea; Fortunati, Emilia; Cappelli, Alberta; Biondi, Riccardo; Cattabriga, Arrigo; Poggioli, Gilberto; Fanti, Stefano; Castellani, Gastone; Coppola, Francesca; Curti, Nico | 2025-01-01 | HELIYON | - | 1.01 Articolo in rivista | 1-s2.0-S240584402417435X-main.pdf |
| Improving Diagnostic Accuracy in Glomerular Diseases with AI-Based GBM Thickness Assessment | Valente, Sabrina; Curti, Nico; Carlini, Gianluca; Giampieri, Enrico; Merlotti, Alessandra; Remond...ini, Daniel; La Manna, Gaetano; Castellani, Gastone; Pasquinelli, Gianandrea | 2025-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Machine learning to detect melanoma exploiting nuclei morphology and Spatial organization | Veronesi, Giulia; Curti, Nico; Gardini, Aldo; Querzoli, Giulia; Castellani, Gastone; Dika, Emi | 2025-01-01 | SCIENTIFIC REPORTS | - | 1.01 Articolo in rivista | s41598-025-02913-z.pdf; 41598_2025_2913_MOESM1_ESM.docx |
| Towards Precision Medicine in Sinonasal Tumors: Low-Dimensional Radiomic Signature Extraction from MRI | Biondi, Riccardo; Gravante, Giacomo; Remondini, Daniel; Peluso, Sara; Cominetti, Serena; D'Amore,... Francesco; Bignami, Maurizio; Arosio, Alberto Daniele; Curti, Nico | 2025-01-01 | DIAGNOSTICS | - | 1.01 Articolo in rivista | diagnostics-15-01675-v2.pdf; diagnostics-15-01675-s001.zip |
| An Artificial Intelligence-Based Federated Learning Platform to Boost Precision Medicine in Rare Hematological Diseases: An Initiative By GenoMed4all and Synthema Consortia | Asti, Gianluca; D'Amico, Saverio; Carota, Luciana; Piscia, Davide; Casadei, Francesco; Merleau, N...ono Saha Cyrille; Alonso de Apellániz, Patricia; Kubasch, Anne Sophie; Gloaguen, Silke; Modler, Nicole; Gonzalez Martin, Catalina; Rollo, Cesare; Parras, Juan; Delleani, Mattia; Zazzetti, Elena; Sauta, Elisabetta; Curti, Nico; Derus, Nicolas Riccardo; Carlini, Gianluca; Dall'Olio, Daniele; Sala, Claudia; Dall'Olio, Lorenzo; Lanino, Luca; Maggioni, Giulia; Campagna, Alessia; Bicchieri, Marilena; Bonometti, Arturo; Lancellotti, Cesare; Rahal, Daoud; Di Tommaso, Luca; Sanavia, Tiziana; Fariselli, Piero; Zampini, Matteo; Brindisi, Matteo; Savevski, Victor; Platzbecker, Uwe; Diez-Campelo, Maria; Zhao, Lin Pierre; Fenaux, Pierre; Haferlach, Torsten; Planat, Vincent; Colombatti, Raffaella; Mañú-Pereira, Maria del Mar; Krogh, Anders; Uribe, Silvia; Zazo, Santiago; Giampieri, Enrico; Castellani, Gastone; Della Porta, Matteo Giovanni; Alvarez, Federico | 2024-01-01 | BLOOD | - | 4.02 Riassunto (Abstract) | - |
| Artificial intelligence and MRI in sinonasal tumors discrimination: where do we stand? | Gravante, Giacomo; Arosio, Alberto Daniele; Curti, Nico; Biondi, Riccardo; Berardi, Luigi; Gandol...fi, Alberto; Turri-Zanoni, Mario; Castelnuovo, Paolo; Remondini, Daniel; Bignami, Maurizio | 2024-01-01 | EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY | - | 1.01 Articolo in rivista | - |
| Artificial Intelligence in Wound Care: A Narrative Review of the Currently Available Mobile Apps for Automatic Ulcer Segmentation | Griffa, Davide; Natale, Alessio; Merli, Yuri; Starace, Michela; Curti, Nico; Mussi, Martina; Cast...ellani, Gastone; Melandri, Davide; Piraccini, Bianca Maria; Zengarini, Corrado | 2024-01-01 | BIOMEDINFORMATICS | - | 1.01 Articolo in rivista | biomedinformatics-04-00126.pdf |
| Automated Prediction of Photographic Wound Assessment Tool in Chronic Wound Images | Curti, Nico; Merli, Yuri; Zengarini, Corrado; Starace, Michela; Rapparini, Luca; Marcelli, Emanue...la; Carlini, Gianluca; Buschi, Daniele; Castellani, Gastone C.; Piraccini, Bianca Maria; Bianchi, Tommaso; Giampieri, Enrico | 2024-01-01 | JOURNAL OF MEDICAL SYSTEMS | - | 1.01 Articolo in rivista | 10.1007_s10916-023-02029-9.pdf |
| Development and validation of a semi-automated and unsupervised method for femur segmentation from CT | Aldieri, Alessandra; Biondi, Riccardo; La Mattina, Antonino A.; Szyszko, Julia A.; Polizzi, Stefa...no; Dall’Olio, Daniele; Curti, Nico; Castellani, Gastone; Viceconti, Marco | 2024-01-01 | SCIENTIFIC REPORTS | - | 1.01 Articolo in rivista | s41598-024-57618-6 (2).pdf |
| Emerging Signatures of Hematological Malignancies from Gene Expression and Transcription Factor-Gene Regulations | Dall'Olio, Daniele; Magnani, Federico; Casadei, Francesco; Matteuzzi, Tommaso; Curti, Nico; Merlo...tti, Alessandra; Simonetti, Giorgia; Della Porta, Matteo Giovanni; Remondini, Daniel; Tarozzi, Martina; Castellani, Gastone | 2024-01-01 | INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES | - | 1.01 Articolo in rivista | ijms-25-13588.pdf; ijms-25-13588-s001.zip |
| Generalizing the Enhanced-Deep-Super-Resolution Neural Network to Brain MR Images: A Retrospective Study on the Cam-CAN Dataset | Fiscone, Cristiana; Curti, Nico; Ceccarelli, Mattia; Remondini, Daniel; Testa, Claudia; Lodi, Raf...faele; Tonon, Caterina; Manners, David Neil; Castellani, Gastone | 2024-01-01 | ENEURO | - | 1.01 Articolo in rivista | ENEURO.0458-22.2023.full.pdf |
| Automated Wound Image Segmentation: Transfer Learning from Human to Pet via Active Semi-Supervised Learning | Buschi, Daniele; Curti, Nico; Cola, Veronica; Carlini, Gianluca; Sala, Claudia; Dall’Olio, Daniel...e; Castellani, Gastone; Pizzi, Elisa; Del Magno, Sara; Foglia, Armando; Giunti, Massimo; Pisoni, Luciano; Giampieri, Enrico | 2023-01-01 | ANIMALS | - | 1.01 Articolo in rivista | 10.3390_ani13060956.pdf |
| Characterization of Pupillary Light Response Features for the Classification of Patients with Optic Neuritis | Polizzi, Stefano; Curti, Nico; Dall’Olio, Lorenzo; Cercenelli, Laura; Fontana, Luigi; Valsecchi, ...Nicola; Marcelli, Emanuela; Castellani, Gastone; Versura, Piera | 2023-01-01 | APPLIED SCIENCES | - | 1.01 Articolo in rivista | 2023_Polizzi_pupillary response optic neuritis_applsci-13-01520-v3.pdf |
| Clinical Text Reports to Stratify Patients Affected with Myeloid Neoplasms Using Natural Language Processing | Asti, Gianluca; Sauta, Elisabetta; Curti, Nico; Carlini, Gianluca; Dall'Olio, Lorenzo; Lanino, Lu...ca; 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 | 2023-01-01 | BLOOD | - | 4.01 Contributo in Atti di convegno | - |