| Texture features on T2-weighted magnetic resonance imaging: new potential biomarkers for prostate cancer aggressiveness A Vignati, S Mazzetti, V Giannini, F Russo, E Bollito, F Porpiglia, M Stasi, ... Physics in Medicine & Biology 60 (7), 2685, 2015 | 141 | 2015 |
| Predicting locally advanced rectal cancer response to neoadjuvant therapy with 18F-FDG PET and MRI radiomics features V Giannini, S Mazzetti, I Bertotto, C Chiarenza, S Cauda, E Delmastro, ... European journal of nuclear medicine and molecular imaging 46, 878-888, 2019 | 119 | 2019 |
| Detection of prostate cancer index lesions with multiparametric magnetic resonance imaging (mp‐MRI) using whole‐mount histological sections as the reference standard F Russo, D Regge, E Armando, V Giannini, A Vignati, S Mazzetti, ... BJU international 118 (1), 84-94, 2016 | 79 | 2016 |
| A fully automatic computer aided diagnosis system for peripheral zone prostate cancer detection using multi-parametric magnetic resonance imaging V Giannini, S Mazzetti, A Vignati, F Russo, E Bollito, F Porpiglia, M Stasi, ... Computerized Medical Imaging and Graphics 46, 219-226, 2015 | 77 | 2015 |
| Performance of a fully automatic lesion detection system for breast DCE‐MRI A Vignati, V Giannini, M De Luca, L Morra, D Persano, LA Carbonaro, ... Journal of Magnetic Resonance Imaging 34 (6), 1341-1351, 2011 | 70 | 2011 |
| Multiparametric magnetic resonance imaging of the prostate with computer-aided detection: experienced observer performance study V Giannini, S Mazzetti, E Armando, S Carabalona, F Russo, A Giacobbe, ... European radiology 27, 4200-4208, 2017 | 64 | 2017 |
| Computer‐aided diagnosis for dynamic contrast‐enhanced breast MRI of mass‐like lesions using a multiparametric model combining a selection of morphological, kinetic, and … S Agliozzo, M De Luca, C Bracco, A Vignati, V Giannini, L Martincich, ... Medical physics 39 (4), 1704-1715, 2012 | 62 | 2012 |
| A fully automatic algorithm for segmentation of the breasts in DCE-MR images V Giannini, A Vignati, L Morra, D Persano, D Brizzi, L Carbonaro, A Bert, ... 2010 annual international conference of the IEEE engineering in medicine and …, 2010 | 57 | 2010 |
| Radiomics and magnetic resonance imaging of rectal cancer: from engineering to clinical practice F Coppola, V Giannini, M Gabelloni, J Panic, A Defeudis, S Lo Monaco, ... Diagnostics 11 (5), 756, 2021 | 44 | 2021 |
| Nanospray drying as a novel tool to improve technological properties of soy isoflavone extracts P Del Gaudio, F Sansone, T Mencherini, F De Cicco, P Russo, RP Aquino Planta medica 83 (05), 426-433, 2017 | 33 | 2017 |
| Radiomics predicts response of individual HER2‐amplified colorectal cancer liver metastases in patients treated with HER2‐targeted therapy V Giannini, S Rosati, A Defeudis, G Balestra, L Vassallo, G Cappello, ... International journal of cancer 147 (11), 3215-3223, 2020 | 32 | 2020 |
| Impact of inter-reader contouring variability on textural radiomics of colorectal liver metastases F Rizzetto, F Calderoni, C De Mattia, A Defeudis, V Giannini, S Mazzetti, ... European Radiology Experimental 4, 1-12, 2020 | 30 | 2020 |
| A cloud-based computer-aided detection system improves identification of lung nodules on computed tomography scans of patients with extra-thoracic malignancies L Vassallo, A Traverso, M Agnello, C Bracco, D Campanella, G Chiara, ... European Radiology 29, 144-152, 2019 | 30 | 2019 |
| A computer-aided diagnosis (CAD) scheme for pretreatment prediction of pathological response to neoadjuvant therapy using dynamic contrast-enhanced MRI texture features V Giannini, S Mazzetti, A Marmo, F Montemurro, D Regge, L Martincich The British journal of radiology 90 (1077), 20170269, 2017 | 29 | 2017 |
| A fully automatic lesion detection method for DCE-MRI fat-suppressed breast images A Vignati, V Giannini, A Bert, M Deluca, L Morra, D Persano, L Martincich, ... Medical Imaging 2009: Computer-Aided Diagnosis 7260, 621-632, 2009 | 24 | 2009 |
| Diagnostic accuracy of single-plane biparametric and multiparametric magnetic resonance imaging in prostate cancer: a randomized noninferiority trial in biopsy-naïve men F Russo, S Mazzetti, D Regge, I Ambrosini, V Giannini, M Manfredi, ... European Urology Oncology 4 (6), 855-862, 2021 | 20 | 2021 |
| ChiMerge discretization method: Impact on a computer aided diagnosis system for prostate cancer in MRI S Rosati, G Balestra, V Giannini, S Mazzetti, F Russo, D Regge 2015 IEEE International Symposium on Medical Measurements and Applications …, 2015 | 20 | 2015 |
| A fully automatic artificial intelligence system able to detect and characterize prostate cancer using multiparametric MRI: multicenter and multi-scanner validation V Giannini, S Mazzetti, A Defeudis, G Stranieri, M Calandri, E Bollito, ... Frontiers in Oncology 11, 718155, 2021 | 19 | 2021 |
| Delta-radiomics predicts response to first-line oxaliplatin-based chemotherapy in colorectal cancer patients with liver metastases V Giannini, L Pusceddu, A Defeudis, G Nicoletti, G Cappello, S Mazzetti, ... Cancers 14 (1), 241, 2022 | 18 | 2022 |
| A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images J Panic, A Defeudis, S Mazzetti, S Rosati, G Giannetto, L Vassallo, ... 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 18 | 2020 |
