MARZOLA, Francesco
MARZOLA, Francesco
SCIENZE CHIRURGICHE
A reproducible framework for synthetic data generation and instance segmentation in robotic suturing
2025-01-01 Leoncini, Pietro; Marzola, Francesco; Pescio, Matteo; Casadio, Maura; Arezzo, Alberto; Dagnino, Giulio
All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems
2024-01-01 Seoni, Silvia; Shahini, Alen; Meiburger, Kristen M.; Marzola, Francesco; Rotunno, Giulia; Acharya, U. Rajendra; Molinari, Filippo; Salvi, Massimo
Artificial Intelligence in Minimally Invasive and Robotic Gastrointestinal Surgery: Major Applications and Recent Advances
2026-01-01 Pescio, Matteo; Marzola, Francesco; Distefano, Giovanni; Leoncini, Pietro; Ammirati, Carlo Alberto; Barontini, Federica; Dagnino, Giulio; Arezzo, Alberto
Automatic segmentation of the optic nerve in transorbital ultrasound images using a deep learning approach
2021-01-01 Meiburger, Kristen M.; Naldi, Andrea; Lochner, Piergiorgio; Marzola, Francesco
Automatic segmentation of ultrasound images of gastrocnemius medialis with different echogenicity levels using convolutional neural networks
2020-01-01 Marzola F.; Alfen N. V.; Salvi M.; De Santi B.; Doorduin J.; Meiburger K. M.
Can multiple segmentation methods enhance deep learning networks generalization? A novel hybrid learning paradigm
2023-01-01 Marzola, Francesco; Meiburger, Kristen; Molinari, Filippo; Salvi, Massimo
Carotid Ultrasound Boundary Study (CUBS): An Open Multicenter Analysis of Computerized Intima–Media Thickness Measurement Systems and Their Clinical Impact
2021-01-01 Meiburger K.M.; Zahnd G.; Faita F.; Loizou C.P.; Carvalho C.; Steinman D.A.; Gibello L.; Bruno R.M.; Marzola F.; Clarenbach R.; Francesconi M.; Nicolaides A.N.; Campilho A.; Ghotbi R.; Kyriacou E.; Navab N.; Griffin M.; Panayiotou A.G.; Gherardini R.; Varetto G.; Bianchini E.; Pattichis C.S.; Ghiadoni L.; Rouco J.; Molinari F.
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans
2022-01-01 Meiburger, Kristen M; Marzola, Francesco; Zahnd, Guillaume; Faita, Francesco; Loizou, Christos P; Lainé, Nolann; Carvalho, Catarina; Steinman, David A; Gibello, Lorenzo; Bruno, Rosa Maria; Clarenbach, Ricarda; Francesconi, Martina; Nicolaides, Andrew N; Liebgott, Hervé; Campilho, Aurélio; Ghotbi, Reza; Kyriacou, Efthyvoulos; Navab, Nassir; Griffin, Maura; Panayiotou, Andrie G; Gherardini, Rachele; Varetto, Gianfranco; Bianchini, Elisabetta; Pattichis, Constantinos S; Ghiadoni, Lorenzo; Rouco, José; Orkisz, Maciej; Molinari, Filippo
Comparison of Histogram-based Textural Features between Cancerous and Normal Prostatic Tissue in Multiparametric Magnetic Resonance Images
2020-01-01 De Santi B.; Salvi M.; Giannini V.; Meiburger K.M.; Marzola F.; Russo F.; Bosco M.; Molinari F.
Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment
2021-01-01 Francesco Marzola; Nens van Alfen; Jonne Doorduin; Kristen M. Meiburger
Development of a Deep Learning–Based System for Optic Nerve Characterization in Transorbital Ultrasound Images on a Multicenter Data Set
2023-01-01 Francesco Marzola; Piergiorgio Lochner; Andrea Naldi; Robert Lemor; Jakob Stögbauer; Kristen M. Meiburger
Exploring the Impact of Learning Paradigms on Network Generalization: A Multi-Center IMT Study
2023-01-01 Marzola, Francesco; Meiburger, Kristen M.; Molinari, Filippo; Salvi, Massimo
From precision to strength: computer vision for suture quality assessment—an ex vivo pilot study
2025-01-01 Spagnulo, Roberto; Marzola, Francesco; Corso, Federica; Distefano, Giovanni; Pescio, Matteo; Hayashi, Kengo; Barontini, Federica; Dagnino, Giulio; Althoefer, Kaspar; Siciliano, Bruno; Ourselin, Sebastien; Arezzo, Alberto
From precision to strength: computer vision for suture quality assessment—an ex vivo pilot study
2025-01-01 Spagnulo R.; Marzola F.; Corso F.; Distefano G.; Pescio M.; Hayashi K.; Barontini F.; Dagnino G.; Althoefer K.; Siciliano B.; Ourselin S.; Arezzo A.
Generative AI pipeline with model-guided filtering for sim-to-real transfer in surgical imaging
2026-01-01 Pietro Leoncini; Francesco Marzola; Matteo Pescio; Luigi Muratore; Lorenzo Revello; Federica Barontini; Giovanni Distefano; Kengo Hayashi; Carlo Alberto Ammirati; Alberto Arezzo; Giulio Dagnino
Innovative temporal loss function for segmentation of fine structures in ultrasound images
2023-01-01 Marzola, Francesco; Meiburger, Kristen M.; Salvi, Massimo
Machine learning-driven Heckmatt grading in facioscapulohumeral muscular dystrophy: A novel pathway for musculoskeletal ultrasound analysis
2025-01-01 Marzola, Francesco; van Alfen, Nens; Doorduin, Jonne; Meiburger, Kristen M.
Parametric kernels for artifact mitigation in patch-based image aggregation using generative models
2025-01-01 Michielli, Nicola; Marzola, Francesco; Branciforti, Francesco; Meiburger, Kristen M.; Gambella, Alessandro; Salvi, Massimo
Segmentation and Multi-Timepoint Tracking of 3D Cancer Organoids from Optical Coherence Tomography Images Using Deep Neural Networks
2024-01-01 Branciforti, Francesco; Salvi, Massimo; D'Agostino, Filippo; Marzola, Francesco; Cornacchia, Sara; De Titta, Maria Olimpia; Mastronuzzi, Girolamo; Meloni, Isotta; Moschetta, Miriam; Porciani, Niccolò; Sciscenti, Fabrizio; Spertini, Alessandro; Spilla, Andrea; Zagaria, Ilenia; Deloria, Abigail J.; Deng, Shiyu; Haindl, Richard; Szakacs, Gergely; Csiszar, Agnes; Liu, Mengyang; Drexler, Wolfgang; Molinari, Filippo; Meiburger, Kristen M.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A reproducible framework for synthetic data generation and instance segmentation in robotic suturing | 2025 | Leoncini, Pietro; Marzola, Francesco; Pescio, Matteo; Casadio, Maura; Arezzo, Alberto; Dagnino, Giulio | |
| All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems | 2024 | Seoni, Silvia; Shahini, Alen; Meiburger, Kristen M.; Marzola, Francesco; Rotunno, Giulia; Acharya, U. Rajendra; Molinari, Filippo; Salvi, Massimo | |
| Artificial Intelligence in Minimally Invasive and Robotic Gastrointestinal Surgery: Major Applications and Recent Advances | 2026 | Pescio, Matteo; Marzola, Francesco; Distefano, Giovanni; Leoncini, Pietro; Ammirati, Carlo Alberto; Barontini, Federica; Dagnino, Giulio; Arezzo, Alberto | |
| Automatic segmentation of the optic nerve in transorbital ultrasound images using a deep learning approach | 2021 | Meiburger, Kristen M.; Naldi, Andrea; Lochner, Piergiorgio; Marzola, Francesco | |
| Automatic segmentation of ultrasound images of gastrocnemius medialis with different echogenicity levels using convolutional neural networks | 2020 | Marzola F.; Alfen N. V.; Salvi M.; De Santi B.; Doorduin J.; Meiburger K. M. | |
| Can multiple segmentation methods enhance deep learning networks generalization? A novel hybrid learning paradigm | 2023 | Marzola, Francesco; Meiburger, Kristen; Molinari, Filippo; Salvi, Massimo | |
| Carotid Ultrasound Boundary Study (CUBS): An Open Multicenter Analysis of Computerized Intima–Media Thickness Measurement Systems and Their Clinical Impact | 2021 | Meiburger K.M.; Zahnd G.; Faita F.; Loizou C.P.; Carvalho C.; Steinman D.A.; Gibello L.; Bruno R.M.; Marzola F.; Clarenbach R.; Francesconi M.; Nicolaides A.N.; Campilho A.; Ghotbi R.; Kyriacou E.; Navab N.; Griffin M.; Panayiotou A.G.; Gherardini R.; Varetto G.; Bianchini E.; Pattichis C.S.; Ghiadoni L.; Rouco J.; Molinari F. | |
| Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans | 2022 | Meiburger, Kristen M; Marzola, Francesco; Zahnd, Guillaume; Faita, Francesco; Loizou, Christos P; Lainé, Nolann; Carvalho, Catarina; Steinman, David A; Gibello, Lorenzo; Bruno, Rosa Maria; Clarenbach, Ricarda; Francesconi, Martina; Nicolaides, Andrew N; Liebgott, Hervé; Campilho, Aurélio; Ghotbi, Reza; Kyriacou, Efthyvoulos; Navab, Nassir; Griffin, Maura; Panayiotou, Andrie G; Gherardini, Rachele; Varetto, Gianfranco; Bianchini, Elisabetta; Pattichis, Constantinos S; Ghiadoni, Lorenzo; Rouco, José; Orkisz, Maciej; Molinari, Filippo | |
| Comparison of Histogram-based Textural Features between Cancerous and Normal Prostatic Tissue in Multiparametric Magnetic Resonance Images | 2020 | De Santi B.; Salvi M.; Giannini V.; Meiburger K.M.; Marzola F.; Russo F.; Bosco M.; Molinari F. | |
| Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment | 2021 | Francesco Marzola; Nens van Alfen; Jonne Doorduin; Kristen M. Meiburger | |
| Development of a Deep Learning–Based System for Optic Nerve Characterization in Transorbital Ultrasound Images on a Multicenter Data Set | 2023 | Francesco Marzola; Piergiorgio Lochner; Andrea Naldi; Robert Lemor; Jakob Stögbauer; Kristen M. Meiburger | |
| Exploring the Impact of Learning Paradigms on Network Generalization: A Multi-Center IMT Study | 2023 | Marzola, Francesco; Meiburger, Kristen M.; Molinari, Filippo; Salvi, Massimo | |
| From precision to strength: computer vision for suture quality assessment—an ex vivo pilot study | 2025 | Spagnulo, Roberto; Marzola, Francesco; Corso, Federica; Distefano, Giovanni; Pescio, Matteo; Hayashi, Kengo; Barontini, Federica; Dagnino, Giulio; Althoefer, Kaspar; Siciliano, Bruno; Ourselin, Sebastien; Arezzo, Alberto | |
| From precision to strength: computer vision for suture quality assessment—an ex vivo pilot study | 2025 | Spagnulo R.; Marzola F.; Corso F.; Distefano G.; Pescio M.; Hayashi K.; Barontini F.; Dagnino G.; Althoefer K.; Siciliano B.; Ourselin S.; Arezzo A. | |
| Generative AI pipeline with model-guided filtering for sim-to-real transfer in surgical imaging | 2026 | Pietro Leoncini; Francesco Marzola; Matteo Pescio; Luigi Muratore; Lorenzo Revello; Federica Barontini; Giovanni Distefano; Kengo Hayashi; Carlo Alberto Ammirati; Alberto Arezzo; Giulio Dagnino | |
| Innovative temporal loss function for segmentation of fine structures in ultrasound images | 2023 | Marzola, Francesco; Meiburger, Kristen M.; Salvi, Massimo | |
| Machine learning-driven Heckmatt grading in facioscapulohumeral muscular dystrophy: A novel pathway for musculoskeletal ultrasound analysis | 2025 | Marzola, Francesco; van Alfen, Nens; Doorduin, Jonne; Meiburger, Kristen M. | |
| Parametric kernels for artifact mitigation in patch-based image aggregation using generative models | 2025 | Michielli, Nicola; Marzola, Francesco; Branciforti, Francesco; Meiburger, Kristen M.; Gambella, Alessandro; Salvi, Massimo | |
| Segmentation and Multi-Timepoint Tracking of 3D Cancer Organoids from Optical Coherence Tomography Images Using Deep Neural Networks | 2024 | Branciforti, Francesco; Salvi, Massimo; D'Agostino, Filippo; Marzola, Francesco; Cornacchia, Sara; De Titta, Maria Olimpia; Mastronuzzi, Girolamo; Meloni, Isotta; Moschetta, Miriam; Porciani, Niccolò; Sciscenti, Fabrizio; Spertini, Alessandro; Spilla, Andrea; Zagaria, Ilenia; Deloria, Abigail J.; Deng, Shiyu; Haindl, Richard; Szakacs, Gergely; Csiszar, Agnes; Liu, Mengyang; Drexler, Wolfgang; Molinari, Filippo; Meiburger, Kristen M. |