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 …
designed to improve the risk stratification and disease management of patients with prostate …
Artificial intelligence in multiparametric magnetic resonance imaging: A review
Multiparametric magnetic resonance imaging (mpMRI) is an indispensable tool in the
clinical workflow for the diagnosis and treatment planning of various diseases. Machine …
clinical workflow for the diagnosis and treatment planning of various diseases. Machine …
Radiomics for the identification of extraprostatic extension with prostate MRI: a systematic review and meta-analysis
A Ponsiglione, M Gambardella, A Stanzione… - European …, 2024 - Springer
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 …
Multiparametric MRI and machine learning based radiomic models for preoperative prediction of multiple biological characteristics in prostate cancer
X Fan, N Xie, J Chen, T Li, R Cao, H Yu, M He… - Frontiers in …, 2022 - frontiersin.org
Objectives This study aims to develop and evaluate multiparametric MRI (MP-MRI)-based
radiomic models as a noninvasive diagnostic method to predict several biological …
radiomic models as a noninvasive diagnostic method to predict several biological …
Diagnostic performance of prediction models for extraprostatic extension in prostate cancer: a systematic review and meta-analysis
ML Zhu, JH Gao, F Han, LL Yin, LS Zhang, Y Yang… - Insights into …, 2023 - Springer
Purpose In recent decades, diverse nomograms have been proposed to predict
extraprostatic extension (EPE) in prostate cancer (PCa). We aimed to systematically …
extraprostatic extension (EPE) in prostate cancer (PCa). We aimed to systematically …
Emerging role of nuclear medicine in prostate cancer: current state and future perspectives
Simple Summary The huge armamentarium of currently available theragnostic modalities
allows a novel approach to prostate cancer from imaging to therapy. Clinical examination is …
allows a novel approach to prostate cancer from imaging to therapy. Clinical examination is …
Prediction of prostate cancer disease aggressiveness using bi-parametric MRI radiomics
Simple Summary The use of radiomics has been studied to predict Gleason Score from bi-
parametric prostate MRI examinations. However, different combinations of type of input data …
parametric prostate MRI examinations. However, different combinations of type of input data …
More than meets the eye: using textural analysis and artificial intelligence as decision support tools in prostate cancer diagnosis—a systematic review
T Telecan, I Andras, N Crisan, L Giurgiu… - Journal of Personalized …, 2022 - mdpi.com
(1) Introduction: Multiparametric magnetic resonance imaging (mpMRI) is the main imagistic
tool employed to assess patients suspected of harboring prostate cancer (PCa), setting the …
tool employed to assess patients suspected of harboring prostate cancer (PCa), setting the …
Multi-view radiomics and deep learning modeling for prostate cancer detection based on multi-parametric MRI
C Li, M Deng, X Zhong, J Ren, X Chen, J Chen… - Frontiers in …, 2023 - frontiersin.org
Introduction This study aims to develop an imaging model based on multi-parametric MR
images for distinguishing between prostate cancer (PCa) and prostate hyperplasia. Methods …
images for distinguishing between prostate cancer (PCa) and prostate hyperplasia. Methods …
Current value of biparametric prostate MRI with machine-learning or deep-learning in the detection, grading, and characterization of prostate cancer: a systematic …
HJ Michaely, G Aringhieri, D Cioni, E Neri - Diagnostics, 2022 - mdpi.com
Prostate cancer detection with magnetic resonance imaging is based on a standardized MRI-
protocol according to the PI-RADS guidelines including morphologic imaging, diffusion …
protocol according to the PI-RADS guidelines including morphologic imaging, diffusion …