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] 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 …

[HTML][HTML] Artificial intelligence performance in detecting tumor metastasis from medical radiology imaging: A systematic review and meta-analysis

Q Zheng, L Yang, B Zeng, J Li, K Guo, Y Liang… - …, 2021 - thelancet.com
Background Early diagnosis of tumor metastasis is crucial for clinical treatment. Artificial
intelligence (AI) has shown great promise in the field of medicine. We therefore aimed to …

[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 …

Development and validation of a radiomics model for differentiating bone islands and osteoblastic bone metastases at abdominal CT

JH Hong, JY Jung, A Jo, Y Nam, S Pak, SY Lee, H Park… - Radiology, 2021 - pubs.rsna.org
Background It is important to diagnose sclerotic bone lesions in order to determine treatment
strategy. Purpose To evaluate the diagnostic performance of a CT radiomics–based …

[HTML][HTML] Bone metastasis in prostate cancer: bone scan versus PET imaging

N Mohseninia, N Zamani-Siahkali, S Harsini… - Seminars in Nuclear …, 2023 - Elsevier
Prostate cancer is the second most common cause of malignancy among men, with bone
metastasis being a significant source of morbidity and mortality in advanced cases …

Effectiveness of artificial intelligence for personalized medicine in neoplasms: a systematic review

S Rezayi, SR Niakan Kalhori… - BioMed research …, 2022 - Wiley Online Library
Purpose. Artificial intelligence (AI) techniques are used in precision medicine to explore
novel genotypes and phenotypes data. The main aims of precision medicine include early …

[HTML][HTML] Radiomics for identification and prediction in metastatic prostate cancer: a review of studies

J Kendrick, R Francis, GM Hassan… - Frontiers in …, 2021 - frontiersin.org
Metastatic Prostate Cancer (mPCa) is associated with a poor patient prognosis. mPCa
spreads throughout the body, often to bones, with spatial and temporal variations that make …

[HTML][HTML] Radiomics and Artificial Intelligence in Radiotheranostics: a review of applications for Radioligands Targeting somatostatin receptors and prostate-specific …

E Yazdani, P Geramifar, N Karamzade-Ziarati… - Diagnostics, 2024 - mdpi.com
Radiotheranostics refers to the pairing of radioactive imaging biomarkers with radioactive
therapeutic compounds that deliver ionizing radiation. Given the introduction of very …