GIANNINI, VALENTINA
GIANNINI, VALENTINA
NEUROSCIENZE "RITA LEVI MONTALCINI"
223P Artificial intelligence-based pathomics biomarker predict primary resistance to first-line treatment in metastatic colorectal cancers
2023-01-01 Mauri, G.; Giannini, V.; Nicoletti, G.; Lazzari, L.; Sartore Bianchi, A.; Marmorino, F.; Randon, G.; Nieva Munoz, M.; Saoudi Gonzalez, N.; Puccini, A.; Berrino, E.; Marchiò, C.; Di Como, M.; Aquilano, M.C.; Arena, S.; Torri, V.; Siena, S.; Bardelli, A.; Regge, D.; Marsoni, S.
A 3D voxel neighborhood classification approach within a multiparametric MRI classifier for prostate cancer detection
2015-01-01 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
2011-01-01 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
2012-01-01 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
2019-01-01 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
2017-01-01 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
2020-01-01 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
2010-01-01 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
2021-01-01 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
2015-01-01 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
2009-01-01 Vignati A.; Giannini V.; Bert A.; Deluca M.; Morra L.; Persano D.; Martincich L.; Regge D.
A Fully Automatic Multi-Vendor AI-System To Segment And Predict Resistance To Treatment Of Rectal Cancer On MRI
2024-01-01 Panic J.; Defeudis A.; Vassallo L.; Cirillo S.; Gatti M.; Esposito A.; Dell'aversana S.; Siena S.; Vanzulli A.; Regge D.; Rosati S.; Balestra G.; Giannini V.
A fully automatic multiscale 3-dimensional hessian-based algorithm for vessel detection in breast DCE-MRI
2012-01-01 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)
2023-01-01 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
2014-01-01 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
2015-01-01 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
2013-01-01 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
2014-01-01 Savino, A; Benso, A:Di Carlo; Giannini, V; Vignati, A; Mazzetti, S; Politano, G; Regge, D.
AI trustworthiness in prostate cancer imaging: a look at algorithmic and system transparency
2023-01-01 Colantonio S.; Berti A.; Buongiorno R.; Del Corso G.; Pachetti E.; Pascali M.A.; Kalantzopoulos C.; Kalokyri V.; Kondylakis H.; Tachos N.; Fotiadis D.; Giannini V.; Mazzetti S.; Regge D.; Papanikolaou N.; Marias K.; Tsiknakis M.
An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images
2020-01-01 Giannini V.; Defeudis A.; Rosati S.; Cappello G.; Mazzetti S.; Panic J.; Regge D.; Balestra G.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 223P Artificial intelligence-based pathomics biomarker predict primary resistance to first-line treatment in metastatic colorectal cancers | 2023 | Mauri, G.; Giannini, V.; Nicoletti, G.; Lazzari, L.; Sartore Bianchi, A.; Marmorino, F.; Randon, G.; Nieva Munoz, M.; Saoudi Gonzalez, N.; Puccini, A.; Berrino, E.; Marchiò, C.; Di Como, M.; Aquilano, M.C.; Arena, S.; Torri, V.; Siena, S.; Bardelli, A.; Regge, D.; Marsoni, S. | |
| 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 Multi-Vendor AI-System To Segment And Predict Resistance To Treatment Of Rectal Cancer On MRI | 2024 | Panic J.; Defeudis A.; Vassallo L.; Cirillo S.; Gatti M.; Esposito A.; Dell'aversana S.; Siena S.; Vanzulli A.; Regge D.; Rosati S.; Balestra G.; Giannini V. | |
| 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. | |
| AI trustworthiness in prostate cancer imaging: a look at algorithmic and system transparency | 2023 | Colantonio S.; Berti A.; Buongiorno R.; Del Corso G.; Pachetti E.; Pascali M.A.; Kalantzopoulos C.; Kalokyri V.; Kondylakis H.; Tachos N.; Fotiadis D.; Giannini V.; Mazzetti S.; Regge D.; Papanikolaou N.; Marias K.; Tsiknakis M. | |
| 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. |