GIANNINI, Valentina
GIANNINI, Valentina
ONCOLOGIA
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 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 deep learning algorithm to segment rectal Cancer on MR images: a multi-center study
2022-01-01 Panic, Jovana; Defeudis, Arianna; Mazzetti, Simone; Rosati, Samanta; Giannetto, Giuliana; Micilotta, Monica; Vassallo, Lorenzo; Gatti, Marco; Regge, Daniele; Balestra, Gabriella; Giannini, Valentina
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 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.
Automatic detection of prostate cancer by computer-aided multiparametric magnetic resonance imaging
2014-01-01 Mazzetti S, Giannini V, Vignati A, Russo F, Regge D, Stasi M
Bag-of-Words Algorithm to Predict Response to Treatment in Gist Tumors Using CT Scans
2024-01-01 Cafaro D.; Cappello G.; Cannella R.; Bartolotta T.V.; Grignani G.; Merlini A.; Regge D.; Giannini V.
ChiMerge discretization method: Impact on a computer aided diagnosis system for prostate cancer in MRI
2015-01-01 Rosati, S; Balestra, G; Giannini, V; Mazzetti, S; Russo, F; Regge, D
Comparison of Histogram-based Textural Features between Cancerous and Normal Prostatic Tissue in Multiparametric Magnetic Resonance Images
2020-01-01 De Santi B.; Salvi M.; Giannini V.; Meiburger K.M.; Marzola F.; Russo F.; Bosco M.; Molinari F.
Comparison of Machine and Deep Learning models for automatic segmentation of prostate cancers on multiparametric MRI
2022-01-01 Maimone, G; Nicoletti, G; Mazzetti, S; Regge, D; Giannini, V
COMPUTER AIDED DIAGNOSIS FOR PROSTATE CANCER DETECTION IN THE PERIPHERAL ZONE BY MRI
2012-01-01 Fiori, C; Mele, Fabrizio; Bertolo, R; Cossu, M; Russo, F; Mazzetti, S; Giannini, V; Regge, Daniele; Porpiglia, Francesco
Correlation based Feature Selection impact on the classification of breast cancer patients response to neoadjuvant chemotherapy
2018-01-01 Rosati S.; Gianfreda C.M.; Balestra G.; Martincich L.; Giannini V.; Regge D.
Data and System Traceability for Transparent AI in Medical Imaging
2024-01-01 Colantonio S.; Berti A.; Carloni G.; Caudai C.; Del Corso G.; Germanese D.; Pachetti E.; Pascali M.A.; Kalokyri V.; Kondylakis H.; Kalantzopoulos C.; Tachos N.; Fotiadis D.; Giannini V.; Mazzetti S.; Regge D.; Papanikolaou N.; Marias K.; Tsiknakis M.
| 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 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 deep learning algorithm to segment rectal Cancer on MR images: a multi-center study | 2022 | Panic, Jovana; Defeudis, Arianna; Mazzetti, Simone; Rosati, Samanta; Giannetto, Giuliana; Micilotta, Monica; Vassallo, Lorenzo; Gatti, Marco; Regge, Daniele; Balestra, Gabriella; Giannini, Valentina | |
| 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 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. | |
| 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 | |
| Bag-of-Words Algorithm to Predict Response to Treatment in Gist Tumors Using CT Scans | 2024 | Cafaro D.; Cappello G.; Cannella R.; Bartolotta T.V.; Grignani G.; Merlini A.; Regge D.; Giannini V. | |
| 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 | |
| Comparison of Histogram-based Textural Features between Cancerous and Normal Prostatic Tissue in Multiparametric Magnetic Resonance Images | 2020 | De Santi B.; Salvi M.; Giannini V.; Meiburger K.M.; Marzola F.; Russo F.; Bosco M.; Molinari F. | |
| Comparison of Machine and Deep Learning models for automatic segmentation of prostate cancers on multiparametric MRI | 2022 | Maimone, G; Nicoletti, G; Mazzetti, S; Regge, D; Giannini, V | |
| COMPUTER AIDED DIAGNOSIS FOR PROSTATE CANCER DETECTION IN THE PERIPHERAL ZONE BY MRI | 2012 | Fiori, C; Mele, Fabrizio; Bertolo, R; Cossu, M; Russo, F; Mazzetti, S; Giannini, V; Regge, Daniele; Porpiglia, Francesco | |
| Correlation based Feature Selection impact on the classification of breast cancer patients response to neoadjuvant chemotherapy | 2018 | Rosati S.; Gianfreda C.M.; Balestra G.; Martincich L.; Giannini V.; Regge D. | |
| Data and System Traceability for Transparent AI in Medical Imaging | 2024 | Colantonio S.; Berti A.; Carloni G.; Caudai C.; Del Corso G.; Germanese D.; Pachetti E.; Pascali M.A.; Kalokyri V.; Kondylakis H.; Kalantzopoulos C.; Tachos N.; Fotiadis D.; Giannini V.; Mazzetti S.; Regge D.; Papanikolaou N.; Marias K.; Tsiknakis M. |