Impact of inter-reader contouring variability on textural radiomics of colorectal liver metastases

Francesco Rizzetto, Francesca Calderoni, Cristina De Mattia, +11

European Radiology Experimental

Radiomics predicts response of individual <scp>HER2</scp>‐amplified colorectal cancer liver metastases in patients treated with <scp>HER2</scp>‐targeted therapy

Valentina Giannini, Samanta Rosati, Arianna Defeudis, +14

International Journal of Cancer

Delta-Radiomics Predicts Response to First-Line Oxaliplatin-Based Chemotherapy in Colorectal Cancer Patients with Liver Metastases

Valentina Giannini, Laura Pusceddu, Arianna Defeudis, +12

Cancers

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 Panić, +8

European Radiology Experimental

Standardization of CT radiomics features for multi-center analysis: impact of software settings and parameters

Arianna Defeudis, Cristina De Mattia, Francesco Rizzetto, +6

Physics in Medicine and Biology

Computed TomographyDiagnosisDual-source CtNeuro-oncologyOncology +19

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, +10

Frontiers in Oncology

Artificial IntelligenceEngineeringMachine LearningDigital PathologyDiagnosis +19

A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images

Jovana Panić, Arianna Defeudis, Simone Mazzetti, +6

Convolutional Neural NetworkEngineeringPathologyFinal Segmentation MaskImage Analysis +18

Normalization Strategies in Multi-Center Radiomics Abdominal MRI: Systematic Review and Meta-Analyses

Jovana Panić, Arianna Defeudis, Gabriella Balestra, +2

IEEE Open Journal of Engineering in Medicine and Biology

An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images

Valentina Giannini, Arianna Defeudis, Samanta Rosati, +5

EngineeringDiagnosisPathologyLiver MetastasesInnovative Radiomics +19

Comparison of radiomics approaches to predict resistance to 1st line chemotherapy in liver metastatic colorectal cancer

Arianna Defeudis, Lorenzo Cefaloni, Giuliana Giannetto, +8

2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)