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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 …
population. The diagnosis, the identification of aggressive disease, and the post-treatment …
[HTML][HTML] Machine learning in prostate MRI for prostate cancer: current status and future opportunities
Advances in our understanding of the role of magnetic resonance imaging (MRI) for the
detection of prostate cancer have enabled its integration into clinical routines in the past two …
detection of prostate cancer have enabled its integration into clinical routines in the past two …
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… - …, 2021 - pmc.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 …
world. Due to a variety of treatment options in different risk groups, proper diagnostic and …
What benefit can be obtained from magnetic resonance imaging diagnosis with artificial intelligence in prostate cancer compared with clinical assessments?
The present study aimed to explore the potential of artificial intelligence (AI) methodology
based on magnetic resonance (MR) images to aid in the management of prostate cancer …
based on magnetic resonance (MR) images to aid in the management of prostate cancer …
MRI index lesion radiomics and machine learning for detection of extraprostatic extension of disease: a multicenter study
Objectives To build a machine learning (ML) model to detect extraprostatic extension (EPE)
of prostate cancer (PCa), based on radiomics features extracted from prostate MRI index …
of prostate cancer (PCa), based on radiomics features extracted from prostate MRI index …
[HTML][HTML] Radiomics and prostate MRI: current role and future applications
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 …
test for men at a risk of prostate cancer. However, the traditional role of mpMRI was confined …
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 …
(PCa) management. Several online databases for original articles using a combination of …
Radiomics for the identification of extraprostatic extension with prostate MRI: a systematic review and meta-analysis
Objectives Extraprostatic extension (EPE) of prostate cancer (PCa) is predicted using clinical
nomograms. Incorporating MRI could represent a leap forward, although poor sensitivity and …
nomograms. Incorporating MRI could represent a leap forward, although poor sensitivity and …
Diffusion-weighted imaging in prostate cancer
T Tamada, Y Ueda, Y Ueno, Y Kojima, A Kido… - … Resonance Materials in …, 2021 - Springer
Abstract Diffusion-weighted imaging (DWI), a key component in multiparametric MRI
(mpMRI), is useful for tumor detection and localization in clinically significant prostate cancer …
(mpMRI), is useful for tumor detection and localization in clinically significant prostate cancer …
Clinical application of machine learning models in patients with prostate cancer before prostatectomy
A Guerra, MR Orton, H Wang, M Konidari, K Maes… - Cancer Imaging, 2024 - Springer
Background To build machine learning predictive models for surgical risk assessment of
extracapsular extension (ECE) in patients with prostate cancer (PCa) before radical …
extracapsular extension (ECE) in patients with prostate cancer (PCa) before radical …