Pubblicazioni

Synthetic data generation for anomaly detection on table grapes

2025 - SMART AGRICULTURAL TECHNOLOGY

Motoi, Ionut M.; Belli, Valerio; Carpineto, Alberto; Nardi, Daniele; Ciarfuglia, Thomas A.

Large-volume and swift magmatic response to Late Cenozoic segmentation of the subducted Neotethyan oceanic slab: evidence from the Galatian Volcanic Province, northwestern Turkey

2024 - INTERNATIONAL GEOLOGY REVIEW

Karaoglu, O.; Varol, E.; Lustrino, M.; Chiaradia, M.; Toygar Sagin, O.; Hemming, S. R.; Uysal, I.

Convolutional neural network model for intestinal metaplasia recognition in gastric corpus using endoscopic image patches

2024 - DIAGNOSTICS

Ligato, Irene; De Magistris, Giorgio; Dilaghi, Emanuele; Cozza, Giulio; Ciardiello, Andrea; Panzuto, Francesco; Giagu, Stefano; Annibale, Bruno; Napoli, Christian; Esposito, Gianluca

Assessing the Robustness and Reproducibility of CT Radiomics Features in Non-small-cell Lung Carcinoma

2024 - Image Analysis and Processing - ICIAP 2023 Workshops

Pasini, Giovanni

Breakthrough and Challenging Application: Mixed Reality-Assisted Intracardiac Surgery

2024 - APPLIED SCIENCES

Marinozzi, Franco; FranzÃ², Michela; Bicchierini, Sara; D'Abramo, Mizar; Saade, Wael; Mazzesi, Giuseppe; Bini, Fabiano

Annotation and automated segmentation of single-molecule localisation microscopy data

2024 - JOURNAL OF MICROSCOPY

Umney, Oliver; Leng, Joanna; Canettieri, Gianluca; Galdo, Natalia A Riobo-Del; Slaney, Hayley; Quirke, Philip; Peckham, Michelle; Curd, Alistair

Implementation of Automatic Segmentation Framework as Preprocessing Step for Radiomics Analysis of Lung Anatomical Districts

2024 - BIOMEDINFORMATICS

Stefano, Alessandro; Bini, Fabiano; Lauciello, NicolÃ²; Pasini, Giovanni; Marinozzi, Franco; Russo, Giorgio

Design and validation of a U-net-based algorithm for star sensor image segmentation

2023 - APPLIED SCIENCES

Mastrofini, Marco; Agostinelli, Ivan; Curti, Fabio

Advances in Focused Ion Beam Tomography for Three-Dimensional Characterization in Materials Science

2023 - MATERIALS

Mura, Francesco; Cognigni, Flavio; Ferroni, Matteo; Morandi, Vittorio; Rossi, Marco

A Critical Analysis of the Robustness of Radiomics to Variations in Segmentation Methods in 18F-PSMA-1007 PET Images of Patients Affected by Prostate Cancer

2023 - DIAGNOSTICS

Pasini, G.; Russo, G.; Mantarro, C.; Bini, F.; Richiusa, S.; Morgante, L.; Comelli, A.; Russo, G. I.; Sabini, M. G.; Cosentino, S.; Marinozzi, F.; Ippolito, M.; Stefano, A.

Convolutional neural networks enable robust automatic segmentation of the rat hippocampus in MRI after traumatic brain injury

2022 - FRONTIERS IN NEUROLOGY

De Feo, Riccardo; HÃ¤mÃ¤lÃ¤inen, Elina; Manninen, Eppu; Immonen, Riikka; Valverde, Juan Miguel; Ndode-Ekane, Xavier Ekolle; GrÃ¶hn, Olli; PitkÃ¤nen, Asla; Tohka, Jussi

Robustness of Radiomics Features to Varying Segmentation Algorithms in Magnetic Resonance Images

2022 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Cairone, L; Benfante, V; Bignardi, S; Marinozzi, F; Yezzi, A; Tuttolomondo, A; Salvaggio, G; Bini, F; Comelli, A

Mastering Robotic Process Automation withÂ Process Mining

2022 - Proceedings of the 20th International Conference on Business Process Management, BPM 2022

Agostinelli, S.; Marrella, A.; Abb, L.; Rehse, J. -R.

Intelligent Robotic Process Automation: Generating Executable RPA Scripts from Unsegmented UI Logs

2022 - Workshop on Process Management in the AI Era (PMAI 2022), co-located with IJAI-ECAI 2022

Agostinelli, S.; Marrella, A.

A Deep Learning Pipeline to Automate High-Resolution Arterial Segmentation With or Without Intravenous Contrast

2022 - ANNALS OF SURGERY

Chandrashekar, Anirudh; Handa, Ashok; Shivakumar, Natesh; Lapolla, Pierfrancesco; Uberoi, Raman; Grau, Vicente; Lee, Regent

Joint Group-Wise Motion Estimation and Segmentation of Cardiac Cine MR Images Using Recurrent U-Net

2022 - Medical Image Understanding and Analysis

Qian, P.; Yang, J.; Lio, P.; Hu, P.; Qi, H.

Manual and automated tissue segmentation confirm the impact of thalamus atrophy on cognition in multiple sclerosis: A multicenter study

2021 - NEUROIMAGE. CLINICAL

Burggraaff, J.; Liu, Y.; Prieto, J. C.; Simoes, J.; de Sitter, A.; Ruggieri, S.; Brouwer, I.; Lissenberg-Witte, B. I.; Rocca, M. A.; Valsasina, P.; Ropele, S.; Gasperini, C.; Gallo, A.; Pareto, D.; Sastre-Garriga, J.; Enzinger, C.; Filippi, M.; De Stefano, N.; Ciccarelli, O.; Hulst, H. E.; Wattjes, M. P.; Barkhof, F.; Uitdehaag, B. M. J.; Vrenken, H.; Guttmann, C. R. G.

Automated joint skull-stripping and segmentation with Multi-Task U-Net in large mouse brain MRI databases

2021 - NEUROIMAGE

De Feo, R.; Shatillo, A.; Sierra, A.; Valverde, J. M.; Grohn, O.; Giove, F.; Tohka, J.

Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: the ADAM challenge

2021 - NEUROIMAGE

Timmins, Kimberley M; van der Schaaf, Irene C; Bennink, Edwin; Ruigrok, Ynte M; An, Xingle; Baumgartner, Michael; Bourdon, Pascal; De Feo, Riccardo; Noto, Tommaso Di; Dubost, Florian; Fava-Sanches, Augusto; Feng, Xue; Giroud, Corentin; Group, Inteneural; Hu, Minghui; Jaeger, Paul F; Kaiponen, Juhana; Klimont, MichaÅ; Li, Yuexiang; Li, Hongwei; Lin, Yi; Loehr, Timo; Ma, Jun; Maier-Hein, Klaus H; Marie, Guillaume; Menze, Bjoern; Richiardi, Jonas; Rjiba, Saifeddine; Shah, Dhaval; Shit, Suprosanna; Tohka, Jussi; Urruty, Thierry; WaliÅska, Urszula; Yang, Xiaoping; Yang, Yunqiao; Yin, Yin; Velthuis, Birgitta K; Kuijf, Hugo J

Development and evaluation of a manual segmentation protocol for deep grey matter in multiple sclerosis: Towards accelerated semi-automated references

2021 - NEUROIMAGE. CLINICAL

de Sitter, A.; Burggraaff, J.; Bartel, F.; Palotai, M.; Liu, Y.; Simoes, J.; Ruggieri, S.; Schregel, K.; Ropele, S.; Rocca, M. A.; Gasperini, C.; Gallo, A.; Schoonheim, M. M.; Amann, M.; Yiannakas, M.; Pareto, D.; Wattjes, M. P.; Sastre-Garriga, J.; Kappos, L.; Filippi, M.; Enzinger, C.; Frederiksen, J.; Uitdehaag, B.; Guttmann, C. R. G.; Barkhof, F.; Vrenken, H.

Ultrasound Medical Imaging Techniques

2021 - ACM COMPUTING SURVEYS

Avola, D.; Cinque, L.; Fagioli, A.; Foresti, G.; Mecca, A.

A classification problem

2021 - Artificial Intelligence Applied to Satellite-based Remote Sensing Data for Earth Observation

Sebastianelli, A.; Rosso, M. P. D.; Zarro, C.; Martire, D. D.; Napoli, M. D.; Spiller, D.; Nowakowski, A.; Bonifacio, R.; Kim, D. -H.; Garcia-Herranz, M.

Macular ganglion cell layer thickness after macula-off rhegmatogenous retinal detachment repair: scleral buckling versus pars plana vitrectomy

2020 - JOURNAL OF CLINICAL MEDICINE

Gharbiya, Magda; Albanese, Giuseppe Maria; Plateroti, Andrea Maria; Marcelli, Michela; Marenco, Marco; Lambiase, Alessandro

Ensemble of deep convolutional neural networks for automatic pavement crack detection and measurement

2020 - COATINGS

Fan, Z.; Li, C.; Chen, Y.; Di Mascio, P.; Chen, X.; Zhu, G.; Loprencipe, G.

Extraocular muscle sampled volume in Graves' orbitopathy using 3-T fast spin-echo MRI with iterative decomposition of water and fat sequences

2018 - ACTA RADIOLOGICA OPEN

M Garau, Ludovico; GUERRIERI, DANIELE; DE CRISTOFARO, Flaminia; BRUSCOLINI, ALICE; PANZIRONI, Giuseppe