Radiomic features from pretreatment biparametric MRI predict prostate cancer biochemical recurrence: preliminary findings
Background Radiomics or computer‐extracted texture features derived from MRI have been
shown to help quantitatively characterize prostate cancer (PCa). Radiomics have not been …
shown to help quantitatively characterize prostate cancer (PCa). Radiomics have not been …
[HTML][HTML] Radiomics of multiparametric MRI to predict biochemical recurrence of localized prostate cancer after radiation therapy
QZ Zhong, LH Long, A Liu, CM Li, X Xiu, XY Hou… - Frontiers in …, 2020 - frontiersin.org
Background: To identify multiparametric magnetic resonance imaging (mp-MRI)-based
radiomics features as prognostic factors in patients with localized prostate cancer after …
radiomics features as prognostic factors in patients with localized prostate cancer after …
Combination of peri-tumoral and intra-tumoral radiomic features on bi-parametric MRI accurately stratifies prostate cancer risk: a multi-site study
Background: Prostate cancer (PCa) influences its surrounding habitat, which tends to
manifest as different phenotypic appearances on magnetic resonance imaging (MRI). This …
manifest as different phenotypic appearances on magnetic resonance imaging (MRI). This …
Prostate cancer differentiation and aggressiveness: assessment with a radiomic‐based model vs. PI‐RADS v2
T Chen, M Li, Y Gu, Y Zhang, S Yang… - Journal of Magnetic …, 2019 - Wiley Online Library
Background Multiparametric MRI (mp‐MRI) combined with machine‐aided approaches
have shown high accuracy and sensitivity in prostate cancer (PCa) diagnosis. However …
have shown high accuracy and sensitivity in prostate cancer (PCa) diagnosis. However …
Novel biparametric MRI and targeted biopsy improves risk stratification in men with a clinical suspicion of prostate cancer (IMPROD Trial)
I Jambor, PJ Boström, P Taimen… - Journal of Magnetic …, 2017 - Wiley Online Library
Purpose To evaluate the role of a 3T biparametric magnetic resonance imaging (bpMRI), T2‐
weighted imaging, and three separate diffusion‐weighted imaging acquisitions combined …
weighted imaging, and three separate diffusion‐weighted imaging acquisitions combined …
Using biparametric MRI radiomics signature to differentiate between benign and malignant prostate lesions
Purpose To investigate the efficiency of radiomics signature in discriminating between
benign and malignant prostate lesions with similar biparametric magnetic resonance …
benign and malignant prostate lesions with similar biparametric magnetic resonance …
Noninvasive prediction of high‐grade prostate cancer via biparametric MRI radiomics
Background Gleason score (GS) is a histologic prognostic factor and the basis of treatment
decision‐making for prostate cancer (PCa). Treatment regimens between lower‐grade …
decision‐making for prostate cancer (PCa). Treatment regimens between lower‐grade …
Accuracy of multiparametric magnetic resonance imaging in detecting recurrent prostate cancer after radiotherapy
N Arumainayagam, S Kumaar, HU Ahmed… - BJU …, 2010 - Wiley Online Library
OBJECTIVE To assess the role of multiparametric magnetic resonance imaging (mp‐MRI) of
the prostate in evaluating local recurrence of prostate cancer, using transperineal template …
the prostate in evaluating local recurrence of prostate cancer, using transperineal template …
Multiparametric MRI for prostate cancer characterization: Combined use of radiomics model with PI-RADS and clinical parameters
P Woźnicki, N Westhoff, T Huber, P Riffel, MF Froelich… - Cancers, 2020 - mdpi.com
Radiomics is an emerging field of image analysis with potential applications in patient risk
stratification. This study developed and evaluated machine learning models using …
stratification. This study developed and evaluated machine learning models using …
Prostate cancer: role of pretreatment multiparametric 3-T MRI in predicting biochemical recurrence after radical prostatectomy
OBJECTIVE. The purpose of this study is to retrospectively investigate whether pretreatment
multiparametric MRI findings can predict biochemical recurrence in patients who underwent …
multiparametric MRI findings can predict biochemical recurrence in patients who underwent …
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