List of works - Valentina Giannini

A cloud-based computer-aided detection system improves identification of lung nodules on computed tomography scans of patients with extra-thoracic malignancies

scientific article published on 15 June 2018

A fully automatic algorithm for segmentation of the breasts in DCE-MR images

scientific article published in January 2010

A fully automatic lesion detection method for DCE-MRI fat-suppressed breast images

A fully automatic method to register the prostate gland on T2-weighted and EPI-DWI images.

scientific article published in January 2011

A fully automatic multiscale 3-dimensional Hessian-based algorithm for vessel detection in breast DCE-MRI.

scientific article published in December 2012

A new algorithm for automatic vascular mapping of DCE-MRI of the breast: Clinical application of a potential new biomarker.

scientific article published on 19 September 2014

Big data in oncologic imaging.

scientific article

Computer-aided diagnosis for dynamic contrast-enhanced breast MRI of mass-like lesions using a multiparametric model combining a selection of morphological, kinetic, and spatiotemporal features.

scientific article published in April 2012

Detection of prostate cancer index lesions with multiparametric magnetic resonance imaging (mp-MRI) using whole-mount histological sections as the reference standard

scientific article published on 24 August 2015

MRI to predict nipple-areola complex (NAC) involvement: An automatic method to compute the 3D distance between the NAC and tumor.

scientific article published on 4 October 2017

Multiparametric magnetic resonance imaging of the prostate with computer-aided detection: experienced observer performance study.

scientific article

Nipple-sparing mastectomy: external validation of a three-dimensional automated method to predict nipple occult tumour involvement on preoperative breast MRI

scientific article published on 07 August 2019

Performance of a fully automatic lesion detection system for breast DCE-MRI.

scientific article published on 30 September 2011

Predicting locally advanced rectal cancer response to neoadjuvant therapy with 18F-FDG PET and MRI radiomics features

scientific article published on 13 January 2019

Radiological Wheeler staging system: a retrospective cohort analysis to improve the local staging of prostate cancer with multiparametric MRI

scientific article published on 17 January 2019

Radiomics predicts response of individual HER2-amplified colorectal cancer liver metastases in patients treated with HER2-targeted therapy

scientific article published on 01 September 2020

Texture features on T2-weighted magnetic resonance imaging: new potential biomarkers for prostate cancer aggressiveness

scientific article published on 13 March 2015

List of works by Valentina Giannini