Radiomics in prostate cancer: An up-to-date review

M Ferro, O de Cobelli, G Musi… - Therapeutic …, 2022 - journals.sagepub.com
Prostate cancer (PCa) is the most common worldwide diagnosed malignancy in male
population. The diagnosis, the identification of aggressive disease, and the post-treatment …

[HTML][HTML] Challenges and limitations in applying radiomics to PET imaging: possible opportunities and avenues for research

A Stefano - Computers in Biology and Medicine, 2024 - Elsevier
Radiomics, the high-throughput extraction of quantitative imaging features from medical
images, holds immense potential for advancing precision medicine in oncology and beyond …

Radiomics and artificial intelligence in prostate cancer: new tools for molecular hybrid imaging and theragnostics

V Liberini, R Laudicella, M Balma, DG Nicolotti… - European radiology …, 2022 - Springer
In prostate cancer (PCa), the use of new radiopharmaceuticals has improved the accuracy of
diagnosis and staging, refined surveillance strategies, and introduced specific and …

Artificial intelligence applications in medical imaging: A review of the medical physics research in Italy

M Avanzo, M Porzio, L Lorenzon, L Milan, R Sghedoni… - Physica Medica, 2021 - Elsevier
Purpose To perform a systematic review on the research on the application of artificial
intelligence (AI) to imaging published in Italy and identify its fields of application, methods …

[HTML][HTML] Radiomics in prostate cancer imaging for a personalized treatment approach-current aspects of methodology and a systematic review on validated studies

SKB Spohn, AS Bettermann, F Bamberg… - Theranostics, 2021 - ncbi.nlm.nih.gov
Prostate cancer (PCa) is one of the most frequently diagnosed malignancies of men in the
world. Due to a variety of treatment options in different risk groups, proper diagnostic and …

Radiomics analysis of 18F-Choline PET/CT in the prediction of disease outcome in high-risk prostate cancer: An explorative study on machine learning feature …

P Alongi, A Stefano, A Comelli, R Laudicella… - European …, 2021 - Springer
Objective The aim of this study was (1) to investigate the application of texture analysis of
choline PET/CT images in prostate cancer (PCa) patients and (2) to propose a machine …

Radiomics and prostate MRI: current role and future applications

G Cutaia, G La Tona, A Comelli, F Vernuccio… - Journal of …, 2021 - mdpi.com
Multiparametric prostate magnetic resonance imaging (mpMRI) is widely used as a triage
test for men at a risk of prostate cancer. However, the traditional role of mpMRI was confined …

Robustness of pet radiomics features: Impact of co-registration with mri

A Stefano, A Leal, S Richiusa, P Trang, A Comelli… - Applied Sciences, 2021 - mdpi.com
Featured Application The study proposes an analysis of the robustness of Positron Emission
Tomography (PET) radiomics features after PET image co-registration with two different …

[68Ga]DOTATOC PET/CT Radiomics to Predict the Response in GEP-NETs Undergoing [177Lu]DOTATOC PRRT: The “Theragnomics” Concept

R Laudicella, A Comelli, V Liberini, A Vento, A Stefano… - Cancers, 2022 - mdpi.com
Simple Summary The radiological response assessment of neuroendocrine tumors (NET) to
peptide receptor radionuclide therapy (PRRT) using [177Lu] DOTATOC is still suboptimal …

Predictive and prognostic potential of pretreatment 68Ga-PSMA PET tumor heterogeneity index in patients with metastatic castration-resistant prostate cancer treated …

M Assadi, R Manafi-Farid, E Jafari, A Keshavarz… - Frontiers in …, 2022 - frontiersin.org
Introduction This study was conducted to evaluate the predictive values of volumetric
parameters and radiomic features (RFs) extracted from pretreatment 68Ga-PSMA PET and …