Robustness of PET Radiomics Features: Impact of Co-Registration with MRI
Radiomics holds great promise in the field of cancer management. However, the clinical application of radiomics has been hampered by uncertainty about the robustness of the features extracted from the images. Previous studies have reported that radiomics features are sensitive to changes in voxel si...
Main Authors: | Alessandro Stefano, Antonio Leal, Selene Richiusa, Phan Trang, Albert Comelli, Viviana Benfante, Sebastiano Cosentino, Maria G. Sabini, Antonino Tuttolomondo, Roberto Altieri, Francesco Certo, Giuseppe Maria Vincenzo Barbagallo, Massimo Ippolito, Giorgio Russo |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-10-01
|
Series: | Applied Sciences |
Subjects: | |
Online Access: | https://www.mdpi.com/2076-3417/11/21/10170 |
Similar Items
-
Feasibility on the Use of Radiomics Features of 11[C]-MET PET/CT in Central Nervous System Tumours: Preliminary Results on Potential Grading Discrimination Using a Machine Learning Model
by: Giorgio Russo, et al.
Published: (2021-12-01) -
Early Monitoring Response to Therapy in Patients with Brain Lesions Using the Cumulative SUV Histogram
by: Alessandro Stefano, et al.
Published: (2021-03-01) -
A New Preclinical Decision Support System Based on PET Radiomics: A Preliminary Study on the Evaluation of an Innovative <sup>64</sup>Cu-Labeled Chelator in Mouse Models
by: Viviana Benfante, et al.
Published: (2022-03-01) -
A Critical Analysis of the Robustness of Radiomics to Variations in Segmentation Methods in <sup>18</sup>F-PSMA-1007 PET Images of Patients Affected by Prostate Cancer
by: Giovanni Pasini, et al.
Published: (2023-12-01) -
Artificial Intelligence Applications on Restaging [<sup>18</sup>F]FDG PET/CT in Metastatic Colorectal Cancer: A Preliminary Report of Morpho-Functional Radiomics Classification for Prediction of Disease Outcome
by: Pierpaolo Alongi, et al.
Published: (2022-03-01)