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 …

Prostate cancer radiogenomics—from imaging to molecular characterization

M Ferro, O de Cobelli, MD Vartolomei… - International Journal of …, 2021 - mdpi.com
Radiomics and genomics represent two of the most promising fields of cancer research,
designed to improve the risk stratification and disease management of patients with prostate …

Comparative performance of fully-automated and semi-automated artificial intelligence methods for the detection of clinically significant prostate cancer on MRI: a …

N Sushentsev, N Moreira Da Silva, M Yeung… - Insights into …, 2022 - Springer
Objectives We systematically reviewed the current literature evaluating the ability of fully-
automated deep learning (DL) and semi-automated traditional machine learning (TML) MRI …

[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 …

State of the art of radiomic analysis in the clinical management of prostate cancer: A systematic review

S Ghezzo, C Bezzi, L Presotto, P Mapelli… - Critical Reviews in …, 2022 - Elsevier
We present the current clinical applications of radiomics in the context of prostate cancer
(PCa) management. Several online databases for original articles using a combination of …

Risk calculators for the detection of prostate cancer: a systematic review

FB Denijs, MJ van Harten, JJL Meenderink… - Prostate Cancer and …, 2024 - nature.com
Abstract Background Prostate cancer (PCa)(early) detection poses significant challenges,
including unnecessary testing and the risk of potential overdiagnosis. The European …

Magnetic resonance imaging based radiomic models of prostate cancer: A narrative review

A Chaddad, MJ Kucharczyk, A Cheddad, SE Clarke… - Cancers, 2021 - mdpi.com
Simple Summary The increasing interest in implementing artificial intelligence in radiomic
models has occurred alongside advancement in the tools used for computer-aided …

A nomogram based on a multiparametric ultrasound radiomics model for discrimination between malignant and benign prostate lesions

L Liang, X Zhi, Y Sun, H Li, J Wang, J Xu… - Frontiers in oncology, 2021 - frontiersin.org
Objectives To evaluate the potential of a clinical-based model, a multiparametric ultrasound-
based radiomics model, and a clinical-radiomics combined model for predicting prostate …

The role of radiomics in prostate cancer radiotherapy

R Delgadillo, JC Ford, MC Abramowitz… - Strahlentherapie und …, 2020 - Springer
Abstract “Radiomics,” as it refers to the extraction and analysis of a large number of
advanced quantitative radiological features from medical images using high-throughput …

The Novel Green Learning Artificial Intelligence for Prostate Cancer Imaging: A Balanced Alternative to Deep Learning and Radiomics

M Kaneko, V Magoulianitis, LS Ramacciotti… - Urologic …, 2024 - urologic.theclinics.com
The Novel Green Learning Artificial Intelligence for Prostate Cancer Imaging - Urologic Clinics
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