Archivio Istituzionale della RicercaMARZOLA, FRANCESCO
Artificial Intelligence in Minimally Invasive and Robotic Gastrointestinal Surgery: Major Applications and Recent Advances
2026 Pescio, M.; Marzola, F.; Distefano, G.; Leoncini, P.; Ammirati, C. A.; Barontini, F.; Dagnino, G.; Arezzo, A.
From precision to strength: computer vision for suture quality assessment—an ex vivo pilot study
2026 Spagnulo, Roberto; Marzola, Francesco; Corso, Federica; Distefano, Giovanni; Pescio, Matteo; Hayashi, Kengo; Barontini, Federica; Dagnino, Giulio; Althoefer, Kaspar; Siciliano, Bruno; Ourselin, Sebastien; Arezzo, Alberto
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
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.
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
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.
Development of a Deep Learning–Based System for Optic Nerve Characterization in Transorbital Ultrasound Images on a Multicenter Data Set
2023 Marzola, Francesco; Lochner, Piergiorgio; Naldi, Andrea; Lemor, Robert; Stögbauer, Jakob; Meiburger, Kristen M.
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, K. M.; Marzola, F.; Zahnd, G.; Faita, F.; Loizou, C. P.; Laine, N.; Carvalho, C.; Steinman, D. A.; Gibello, L.; Bruno, R. M.; Clarenbach, R.; Francesconi, M.; Nicolaides, A. N.; Liebgott, H.; 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.; Orkisz, M.; Molinari, F.
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.
Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment
2021 Marzola, Francesco; van Alfen, Nens; Doorduin, Jonne; Meiburger, Kristen M.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Artificial Intelligence in Minimally Invasive and Robotic Gastrointestinal Surgery: Major Applications and Recent Advances / Pescio, M., Marzola, F., Distefano, G., Leoncini, P., Ammirati, C.A., Barontini, F., Dagnino, G., Arezzo, A.. - In: JOURNAL OF PERSONALIZED MEDICINE. - ISSN 2075-4426. - 16:2(2026). [10.3390/jpm16020071] | 1-gen-2026 | Pescio M.Marzola F.Distefano G.Leoncini P.Ammirati C. A.Arezzo A. + | jpm-16-00071.pdf |
| From precision to strength: computer vision for suture quality assessment—an ex vivo pilot study / Spagnulo, R., Marzola, F., Corso, F., Distefano, G., Pescio, M., Hayashi, K., Barontini, F., Dagnino, G., Althoefer, K., Siciliano, B., Ourselin, S., Arezzo, A.. - In: SURGICAL ENDOSCOPY. - ISSN 0930-2794. - 40:3(2026), pp. 1913-1924. [10.1007/s00464-025-12441-6] | 1-gen-2026 | Marzola, FrancescoCorso, FedericaDistefano, GiovanniPescio, MatteoArezzo, Alberto + | s00464-025-12441-6.pdf |
| A reproducible framework for synthetic data generation and instance segmentation in robotic suturing / Leoncini, P., Marzola, F., Pescio, M., Casadio, M., Arezzo, A., Dagnino, G.. - In: INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY. - ISSN 1861-6429. - ELETTRONICO. - 20:8(2025), pp. 1567-1576. [10.1007/s11548-025-03460-8] | 1-gen-2025 | Leoncini, PietroMarzola, FrancescoPescio, MatteoArezzo, Alberto + | s11548-025-03460-8.pdf |
| Machine learning-driven Heckmatt grading in facioscapulohumeral muscular dystrophy: A novel pathway for musculoskeletal ultrasound analysis / Marzola, F., van Alfen, N., Doorduin, J., Meiburger, K.M.. - In: CLINICAL NEUROPHYSIOLOGY. - ISSN 1388-2457. - 172:(2025), pp. 61-69. [10.1016/j.clinph.2025.01.016] | 1-gen-2025 | Marzola, FrancescoMeiburger, Kristen M. + | 2025_HeckmattML.pdf |
| All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems / Seoni, S., Shahini, A., Meiburger, K.M., Marzola, F., Rotunno, G., Acharya, U.R., Molinari, F., Salvi, M.. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 0169-2607. - ELETTRONICO. - 250:(2024). [10.1016/j.cmpb.2024.108200] | 1-gen-2024 | Seoni, SilviaShahini, AlenMeiburger, Kristen M.Marzola, FrancescoRotunno, GiuliaMolinari, FilippoSalvi, Massimo + | (2024) paper - review harmonization.pdf |
| Segmentation and Multi-Timepoint Tracking of 3D Cancer Organoids from Optical Coherence Tomography Images Using Deep Neural Networks / Branciforti, F., Salvi, M., D'Agostino, F., Marzola, F., Cornacchia, S., De Titta, M.O., Mastronuzzi, G., Meloni, I., Moschetta, M., Porciani, N., Sciscenti, F., Spertini, A., Spilla, A., Zagaria, I., Deloria, A.J., Deng, S., Haindl, R., Szakacs, G., Csiszar, A., Liu, M., et al.. - In: DIAGNOSTICS. - ISSN 2075-4418. - ELETTRONICO. - 14:12(2024). [10.3390/diagnostics14121217] | 1-gen-2024 | Branciforti, FrancescoSalvi, MassimoD'Agostino, FilippoMarzola, FrancescoMastronuzzi, GirolamoMeloni, IsottaMoschetta, MiriamSciscenti, FabrizioMolinari, FilippoMeiburger, Kristen M. + | diagnostics-14-01217.pdf |
| Development of a Deep Learning–Based System for Optic Nerve Characterization in Transorbital Ultrasound Images on a Multicenter Data Set / Marzola, F., Lochner, P., Naldi, A., Lemor, R., Stögbauer, J., Meiburger, K.M.. - In: ULTRASOUND IN MEDICINE AND BIOLOGY. - ISSN 0301-5629. - STAMPA. - 49:9(2023), pp. 2060-2071. [10.1016/j.ultrasmedbio.2023.05.011] | 1-gen-2023 | Francesco MarzolaKristen M. Meiburger + | Marzola-Development.pdf |
| 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 / Meiburger, K.M., Marzola, F., Zahnd, G., Faita, F., Loizou, C.P., Laine, N., Carvalho, C., Steinman, D.A., Gibello, L., Bruno, R.M., Clarenbach, R., Francesconi, M., Nicolaides, A.N., Liebgott, H., Campilho, A., Ghotbi, R., Kyriacou, E., Navab, N., Griffin, M., Panayiotou, A.G., et al.. - In: COMPUTERS IN BIOLOGY AND MEDICINE. - ISSN 0010-4825. - ELETTRONICO. - 144:(2022), p. 105333. [10.1016/j.compbiomed.2022.105333] | 1-gen-2022 | Meiburger K. M.Marzola F.Molinari F. + | 2022_CUBS_technical.pdf; CUBStechnical_CBMpreproof.pdf |
| Carotid Ultrasound Boundary Study (CUBS): An Open Multicenter Analysis of Computerized Intima–Media Thickness Measurement Systems and Their Clinical Impact / 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., et al.. - In: ULTRASOUND IN MEDICINE AND BIOLOGY. - ISSN 0301-5629. - ELETTRONICO. - 47:8(2021), pp. 2442-2455. [10.1016/j.ultrasmedbio.2021.03.022] | 1-gen-2021 | Meiburger K. M.Marzola F.Molinari F. + | 2021_CUBS.pdf; Meiburger-Carotid.pdf |
| Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment / Marzola, F., van Alfen, N., Doorduin, J., Meiburger, K.M.. - In: COMPUTERS IN BIOLOGY AND MEDICINE. - ISSN 0010-4825. - ELETTRONICO. - 135:(2021), p. 104623. [10.1016/j.compbiomed.2021.104623] | 1-gen-2021 | Francesco MarzolaKristen M. Meiburger + | 2021_USmuscleDL.pdf; USmuscleCNN_CBM-R2-final-clean.docx |