Publications by authors named "Arianna Defeudis"

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Development and validation of a clinical decision support system based on PSA, microRNAs, and MRI for the detection of prostate cancer.
Simone Mazzetti, Arianna Defeudis, Giulia Nicoletti, Giovanna Chiorino, Stefano De Luca

Eur Radiol· August 2024

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Liver metastases: The role of magnetic resonance imaging.
Cesare Maino, Federica Vernuccio, Roberto Cannella, Francesco Cortese, Paolo Niccolò Franco, Arianna Defeudis

World J Gastroenterol· September 2023

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Normalization Strategies in Multi-Center Radiomics Abdominal MRI: Systematic Review and Meta-Analyses.
Jovana Panic, Arianna Defeudis, Gabriella Balestra, Valentina Giannini, Samanta Rosati

IEEE Open J Eng Med Biol· April 2023

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Virtual biopsy in abdominal pathology: where do we stand?
Arianna Defeudis, Jovana Panic, Giulia Nicoletti, Simone Mazzetti, Valentina Giannini

BJR Open· February 2023

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A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study.
Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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MRI-based radiomics to predict response in locally advanced rectal cancer: comparison of manual and automatic segmentation on external validation in a multicentre study.
Arianna Defeudis, Simone Mazzetti, Jovana Panic, Monica Micilotta, Lorenzo Vassallo

Eur Radiol Exp· May 2022

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Delta-Radiomics Predicts Response to First-Line Oxaliplatin-Based Chemotherapy in Colorectal Cancer Patients with Liver Metastases.
Valentina Giannini, Laura Pusceddu, Arianna Defeudis, Giulia Nicoletti, Giovanni Cappello

Cancers (Basel)· January 2022

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Comparison of radiomics approaches to predict resistance to 1st line chemotherapy in liver metastatic colorectal cancer.
Arianna Defeudis, Lorenzo Cefaloni, Giuliana Giannetto, Giovanni Cappello, Francesco Rizzetto

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Deep learning model for automatic prostate segmentation on bicentric T2w images with and without endorectal coil.
Davide Barra, Giulia Nicoletti, Arianna Defeudis, Simone Mazzetti, Jovana Panic

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Virtual biopsy in prostate cancer: can machine learning distinguish low and high aggressive tumors on MRI?
Giulia Nicoletti, Davide Barra, Arianna Defeudis, Simone Mazzetti, Marco Gatti

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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A Fully Automatic Artificial Intelligence System Able to Detect and Characterize Prostate Cancer Using Multiparametric MRI: Multicenter and Multi-Scanner Validation.
Valentina Giannini, Simone Mazzetti, Arianna Defeudis, Giuseppe Stranieri, Marco Calandri

Front Oncol· October 2021

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Radiomics and Magnetic Resonance Imaging of Rectal Cancer: From Engineering to Clinical Practice.
Francesca Coppola, Valentina Giannini, Michela Gabelloni, Jovana Panic, Arianna Defeudis

Diagnostics (Basel)· April 2021

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Radiomics predicts response of individual HER2-amplified colorectal cancer liver metastases in patients treated with HER2-targeted therapy.
Valentina Giannini, Samanta Rosati, Arianna Defeudis, Gabriella Balestra, Lorenzo Vassallo

Int J Cancer· December 2020

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Impact of inter-reader contouring variability on textural radiomics of colorectal liver metastases.
Francesco Rizzetto, Francesca Calderoni, Cristina De Mattia, Arianna Defeudis, Valentina Giannini

Eur Radiol Exp· November 2020

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Standardization of CT radiomics features for multi-center analysis: impact of software settings and parameters.
Arianna Defeudis, Cristina De Mattia, Francesco Rizzetto, Francesca Calderoni, Simone Mazzetti

Phys Med Biol· September 2020

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An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images.
Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Simone Mazzetti

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images.
Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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