GIANNINI, VALENTINA

GIANNINI, VALENTINA  

NEUROSCIENZE "RITA LEVI MONTALCINI"  

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A 3D voxel neighborhood classification approach within a multiparametric MRI classifier for prostate cancer detection 2015 Rossi, F; Savino, A; Giannini, V; Vignati, A; Mazzetti, S; Benso, A; Di Carlo, S; Politano, G; Regge, D
A CAD system based on multi-parametric analysis for cancer prostate detection on DCE-MRI 2011 Mazzetti S; De Luca M; Bracco C; Vignati A; Giannini V; Stasi M; Russo F; Armando E; Agliozzo S; Regge D
A CAD system for prostate cancer detection on MRI 2012 Fiori, C; Russo, F; Armando, E; Mazzetti, S; Vignati, A; Giannini, V.; Mele, Fabrizio; De Luca, M; Porpiglia, Francesco; Regge, Daniele
A cloud-based computer-aided detection system improves identification of lung nodules on computed tomography scans of patients with extra-thoracic malignancies 2019 Vassallo, Lorenzo; Traverso, Alberto; Agnello, Michelangelo; Bracco, Christian; Campanella, Delia; Chiara, Gabriele; Fantacci, Maria Evelina; Lopez Torres, Ernesto; Manca, Antonio; Saletta, Marco; Giannini, Valentina; Mazzetti, Simone; Stasi, Michele; Cerello, Piergiorgio; Regge, Daniele
A computer-aided diagnosis (CAD) scheme for pretreatment prediction of pathological response to neoadjuvant therapy using dynamic contrast-enhanced MRI texture features 2017 Giannini, Valentina; Mazzetti, Simone; Marmo, Agnese; Montemurro, Filippo; Regge, Daniele; Martincich, Laura
A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images 2020 Panic J.; Defeudis A.; Mazzetti S.; Rosati S.; Giannetto G.; Vassallo L.; Regge D.; Balestra G.; Giannini V.
A Fully Automatic Algorithm for Segmentation of the Breasts in DCE-MR Images 2010 Giannini V; Vignati A; Morra L; Persano D; Brizzi D; Carbonaro L; Bert A; Sardanelli F; Regge D
A Fully Automatic Artificial Intelligence System Able to Detect and Characterize Prostate Cancer Using Multiparametric MRI: Multicenter and Multi-Scanner Validation 2021 Giannini V.; Mazzetti S.; Defeudis A.; Stranieri G.; Calandri M.; Bollito E.; Bosco M.; Porpiglia F.; Manfredi M.; De Pascale A.; Veltri A.; Russo F.; Regge D.
A fully automatic computer aided diagnosis system for peripheral zone prostate cancer detection using multi-parametric magnetic resonance imaging 2015 Giannini, Valentina; Mazzetti, Simone; Vignati, Anna; Russo, Filippo; Bollito, Enrico; Porpiglia, Francesco; Stasi, Michele; Regge, Daniele
A fully automatic lesion detection method for DCE-MRI fat-suppressed breast images 2009 Vignati A.; Giannini V.; Bert A.; Deluca M.; Morra L.; Persano D.; Martincich L.; Regge D.
A fully automatic multiscale 3-dimensional hessian-based algorithm for vessel detection in breast DCE-MRI 2012 Vignati, Anna; Giannini, Valentina; Bert, Alberto; Borrelli, Pasquale; De Luca, Massimo; Martincich, Laura; Sardanelli, Francesco; Regge, Daniele
A mutation-based radiomics signature predicts response to imatinib in Gastrointestinal Stromal Tumors (GIST) 2023 Cappello, Giovanni; Giannini, Valentina; Cannella, Roberto; Tabone, Emanuele; Ambrosini, Ilaria; Molea, Francesca; Damiani, Nicolò; Landolfi, Ilenia; Serra, Giovanni; Porrello, Giorgia; Gozzo, Cecilia; Incorvaia, Lorena; Badalamenti, Giuseppe; Grignani, Giovanni; Merlini, Alessandra; D'Ambrosio, Lorenzo; Bartolotta, Tommaso Vincenzo; Regge, Daniele
A new algorithm for automatic vascular mapping of DCE-MRI of the breast: Clinical application of a potential new biomarker 2014 Vignati, A; Giannini, V; Carbonaro, LA; Bertotto, I; Martincich, L; Sardanelli, F; Regge, D.
A novel and fully automated registration method for prostate cancer detection using multiparametric magnetic resonance imaging 2015 Giannini, Valentina*; Vignati, Anna; De Luca, Massimo; Mazzetti, Simone; Russo, Filippo; Armando, Enrico; Stasi, Michele; Bollito, Enrico; Porpiglia, Francesco; Regge, D.
A prostate CAD system based on multiparametric analysis of DCE T1-w, and DW automatically registered images 2013 Giannini, V; Vignati, A; Mazzetti, S; De Luca, M; Bracco, C; Stasi, M; Russo, F; Armando, E; Regge, D.
A prostate cancer computer aided diagnosis software including malignancy tumor probabilistic classification 2014 Savino, A; Benso, A:Di Carlo; Giannini, V; Vignati, A; Mazzetti, S; Politano, G; Regge, D.
An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images 2020 Giannini V.; Defeudis A.; Rosati S.; Cappello G.; Mazzetti S.; Panic J.; Regge D.; Balestra G.
Automatic detection of prostate cancer by computer-aided multiparametric magnetic resonance imaging 2014 Mazzetti S, Giannini V, Vignati A, Russo F, Regge D, Stasi M
Big data in oncologic imaging 2016 Regge, Daniele; Mazzetti, Simone; Giannini, Valentina; Bracco, Christian; Stasi, Michele
ChiMerge discretization method: Impact on a computer aided diagnosis system for prostate cancer in MRI 2015 Rosati, S; Balestra, G; Giannini, V; Mazzetti, S; Russo, F; Regge, D