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Francesco Marzola

universita degli studi di torino

7H-index
25Paper Count
243Citation Count
Published Papers 9
Publication Date
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Generative AI Pipeline with Model-Guided Filtering for Sim-to-Real Transfer in Surgical Imaging
errComputerized Medical Imaging and Graphics
IF4.9
err2026-05-12
err0
errOAAI
errPietro Leoncini; Francesco Marzola; Matteo Pescio; Luigi Muratore; Lorenzo Revello; Federica Barontini; Giovanni Distefano; Kengo Hayashi; Carlo Alberto Ammirati; Alberto Arezzo; Giulio Dagnino
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Artificial Intelligence in Minimally Invasive and Robotic Gastrointestinal Surgery: Major Applications and Recent Advances
errJournal of Personalized Medicine
IF3
err2026-01-31
err0
errOAAI
errMatteo Pescio; Francesco Marzola; Giovanni Distefano; Pietro Leoncini; Carlo Alberto Ammirati; Federica Barontini; Giulio Dagnino; Alberto Arezzo
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errSave
From precision to strength: computer vision for suture quality assessment-an ex vivo pilot study
errSURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES
IF2.7
err2025-12-01
err0
errOAAI
errSpagnulo, Roberto; Marzola, Francesco; Corso, Federica; Distefano, Giovanni; Pescio, Matteo; Hayashi, Kengo; Barontini, Federica; Dagnino, Giulio; Althoefer, Kaspar; Siciliano, Bruno; Ourselin, Sebastien; Arezzo, Alberto
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errSave
Parametric kernels for artifact mitigation in patch-based image aggregation using generative models
errComputer Vision and Image Understanding
IF3.5
err2025-08-05
err0
errOAAI
errNicola Michielli; Francesco Marzola; Francesco Branciforti; Kristen M. Meiburger; Alessandro Gambella; Massimo Salvi
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errSave
Machine learning-driven Heckmatt grading in facioscapulohumeral muscular dystrophy: A novel pathway for musculoskeletal ultrasound analysis
errCLINICAL NEUROPHYSIOLOGY
IF3.6
err2025-04-01
err0
PREAI
errMarzola, Francesco; van Alfen, Nens; Doorduin, Jonne; Meiburger, Kristen M.
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errSave
Segmentation and Multi-Timepoint Tracking of 3D Cancer Organoids from Optical Coherence Tomography Images Using Deep Neural Networks
errDIAGNOSTICS
IF3.3
err2024-06-08
err0
errOAAI
errBranciforti, Francesco; Salvi, Massimo; D'Agostino, Filippo; Marzola, Francesco; Cornacchia, Sara; De Titta, Maria Olimpia; Mastronuzzi, Girolamo; Meloni, Isotta; Moschetta, Miriam; Porciani, Niccolo; 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.
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All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-06-01
err12
errOAAI
errSeoni, Silvia; Shahini, Alen; Meiburger, Kristen M.; Marzola, Francesco; Rotunno, Giulia; Acharya, U. Rajendra; Molinari, Filippo; Salvi, Massimo
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errSave
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
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2022-05-01
err12
PREAI
errMeiburger, Kristen M.; Marzola, Francesco; Zahnd, Guillaume; Faita, Francesco; Loizou, Christos P.; Laine, Nolann; Carvalho, Catarina; Steinman, David A.; Gibello, Lorenzo; Bruno, Rosa Maria; Clarenbach, Ricarda; Francesconi, Martina; Nicolaides, Andrew N.; Liebgott, Herve; Campilho, Aurelio; Ghotbi, Reza; Kyriacou, Efthyvoulos; Navab, Nassir; Griffin, Maura; Panayiotou, Andrie G.; Gherardini, Rachele; Varetto, Gianfranco; Bianchini, Elisabetta; Pattichis, Constantinos S.; Ghiadoni, Lorenzo; Rouco, Jose; Orkisz, Maciej; Molinari, Filippo
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Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2021-08-01
err40
PREAI
errMarzola, Francesco; van Alfen, Nens; Doorduin, Jonne; Meiburger, Kristen M.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
U
U. Rajendra Acharya
H-index: 146 · Papers: 1.1K
S
Sébastien Ourselin
H-index: 119 · Papers: 1.8K
N
Nassir Navab
H-index: 100 · Papers: 2.0K
A
Andrew Nicolaides
H-index: 98 · Papers: 805
W
Wolfgang Drexler
H-index: 84 · Papers: 666
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