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2020 – today
- 2024
[c15]Sara Colantonio, Andrea Berti, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Varvara Kalokyri, Haridimos Kondylakis, Charalampos Kalantzopoulos, Nikolaos S. Tachos, Dimitris I. Fotiadis, Valentina Giannini, Simone Mazzetti, Daniele Regge, Nickolas Papanikolaou, Konstantinos Marias, Manolis Tsiknakis:
Data and System Traceability for Transparent AI in Medical Imaging. SEBD 2024: 615-623- 2022
- [c14]Jovana Panic
, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Monica Micilotta, Lorenzo Vassallo, Marco Gatti, Daniele Regge, Gabriella Balestra, Valentina Giannini:
A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study. EMBC 2022: 5066-5069 - [c13]Giovanni Maimone, Giulia Nicoletti, Simone Mazzetti, Daniele Regge, Valentina Giannini:
Comparison of Machine and Deep Learning models for automatic segmentation of prostate cancers on multiparametric MRI. MeMeA 2022: 1-5 - 2021
- [c12]Arianna Defeudis, Lorenzo Cefaloni, Giuliana Giannetto, Giovanni Cappello, Francesco Rizzetto, Jovana Panic, Davide Barra, Giulia Nicoletti, Simone Mazzetti, Alberto Vanzulli, Daniele Regge, Valentina Giannini:
Comparison of radiomics approaches to predict resistance to 1st line chemotherapy in liver metastatic colorectal cancer. EMBC 2021: 3305-3308 - [c11]Davide Barra, Giulia Nicoletti, Arianna Defeudis, Simone Mazzetti, Jovana Panic, Marco Gatti, Riccardo Faletti, Filippo Russo, Daniele Regge, Valentina Giannini:
Deep learning model for automatic prostate segmentation on bicentric T2w images with and without endorectal coil. EMBC 2021: 3370-3373 - [c10]Giulia Nicoletti, Davide Barra, Arianna Defeudis, Simone Mazzetti, Marco Gatti, Riccardo Faletti, Filippo Russo, Daniele Regge, Valentina Giannini:
Virtual biopsy in prostate cancer: can machine learning distinguish low and high aggressive tumors on MRI? EMBC 2021: 3374-3377 - 2020
- [c9]Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Simone Mazzetti, Jovana Panic, Daniele Regge, Gabriella Balestra:
An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images. EMBC 2020: 1339-1342 - [c8]Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Lorenzo Vassallo, Daniele Regge, Gabriella Balestra, Valentina Giannini:
A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images. EMBC 2020: 1675-1678 - [c7]Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Lorenzo Vassallo, Simone Mazzetti, Jovana Panic, Daniele Regge, Gabriella Balestra:
Deep learning to segment liver metastases on CT images: impact on a radiomics method to predict response to chemotherapy. MeMeA 2020: 1-5
2010 – 2019
- 2016
- [j2]Valentina Giannini, Anna Vignati, S. Mirasole, Simone Mazzetti, Filippo Russo, Michele Stasi, Daniele Regge:
MR-T2-weighted signal intensity: a new imaging biomarker of prostate cancer aggressiveness. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4(3-4): 130-134 (2016) - 2015
- [j1]Valentina Giannini, Simone Mazzetti, Anna Vignati, Filippo Russo, Enrico Bollito, Francesco Porpiglia, Michele Stasi, Daniele Regge:
A fully automatic computer aided diagnosis system for peripheral zone prostate cancer detection using multi-parametric magnetic resonance imaging. Comput. Medical Imaging Graph. 46: 219-226 (2015) - [c6]Francesco Rossi, Alessandro Savino, Valentina Giannini, Anna Vignati, Simone Mazzetti, Alfredo Benso, Stefano Di Carlo, Gianfranco Politano, Daniele Regge:
A 3D Voxel Neighborhood Classification Approach within a Multiparametric MRI Classifier for Prostate Cancer Detection. IWBBIO (1) 2015: 231-239 - [c5]Samanta Rosati, Gabriella Balestra, Valentina Giannini, Simone Mazzetti, Filippo Russo, Daniele Regge:
ChiMerge discretization method: Impact on a computer aided diagnosis system for prostate cancer in MRI. MeMeA 2015: 297-302 - 2014
- [c4]Alessandro Savino, Alfredo Benso, Stefano Di Carlo, Valentina Giannini, Anna Vignati, Gianfranco Politano, Simone Mazzetti, Daniele Regge:
A Prostate Cancer Computer Aided Diagnosis Software including Malignancy Tumor Probabilistic Classification. BIOIMAGING 2014: 49-54 - 2013
- [c3]Valentina Giannini, Anna Vignati, Simone Mazzetti, Massimo De Luca, Christian Bracco, Michele Stasi, Filippo Russo, Enrico Armando, Daniele Regge:
A prostate CAD system based on multiparametric analysis of DCE T1-w, and DW automatically registered images. Medical Imaging: Computer-Aided Diagnosis 2013: 86703E - 2011
- [c2]Massimo De Luca, Valentina Giannini, Anna Vignati, Simone Mazzetti, Christian Bracco, Michele Stasi, Enrico Armando, Filippo Russo, Enrico Bollito, Francesco Porpiglia, Daniele Regge:
A fully automatic method to register the prostate gland on T2-weighted and EPI-DWI images. EMBC 2011: 8029-8032 - [c1]Simone Mazzetti, Massimo De Luca, Christian Bracco, Anna Vignati, Valentina Giannini, Michele Stasi, Filippo Russo, Enrico Armando, Silvano Agliozzo, Daniele Regge:
A CAD system based on multi-parametric analysis for cancer prostate detection on DCE-MRI. Medical Imaging: Computer-Aided Diagnosis 2011: 79633Q
Coauthor Index
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