Arianna Defeudis - Publications

Methodological quality of cardiac CT and MRI radiomics studies assessed using METRICS and RQS by human readers and ChatGPT 5.1 Thinking.

Journal: European radiology experimental

Published: November 02, 2025

Liver metastases: The role of magnetic resonance imaging.

Journal: World journal of gastroenterology

Published: July 30, 2023

Development and validation of a clinical decision support system based on PSA, microRNAs, and MRI for the detection of prostate cancer.

Journal: European radiology

Published: April 12, 2023

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

Journal: IEEE open journal of engineering in medicine and biology

Published: February 03, 2023

Virtual biopsy in abdominal pathology: where do we stand?

Journal: BJR open

Published: November 18, 2022

A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

MRI-based radiomics to predict response in locally advanced rectal cancer: comparison of manual and automatic segmentation on external validation in a multicentre study.

Journal: European radiology experimental

Published: December 14, 2021

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

Journal: Cancers

Published: December 14, 2021

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

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

Virtual biopsy in prostate cancer: can machine learning distinguish low and high aggressive tumors on MRI?

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

Deep learning model for automatic prostate segmentation on bicentric T2w images with and without endorectal coil.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

A Fully Automatic Artificial Intelligence System Able to Detect and Characterize Prostate Cancer Using Multiparametric MRI: Multicenter and Multi-Scanner Validation.

Journal: Frontiers in oncology

Published: May 31, 2021