De novo radiomics approach using image augmentation and features from T1 mapping to predict Gleason scores in prostate cancer
MR Makowski, KK Bressem, L Franz… - Investigative …, 2021 - journals.lww.com
Objectives The aims of this study were to discriminate among prostate cancers (PCa's) with
Gleason scores 6, 7, and≥ 8 on biparametric magnetic resonance imaging (bpMRI) of the …
Gleason scores 6, 7, and≥ 8 on biparametric magnetic resonance imaging (bpMRI) of the …
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 …
Prostate MR imaging for posttreatment evaluation and recurrence
Prostate cancer (PCa) is the most common solid organ malignancy and second most
common cause of cancer-related deaths among men in the United States. Last year …
common cause of cancer-related deaths among men in the United States. Last year …
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 …
Radiomics models based on apparent diffusion coefficient maps for the prediction of high‐grade prostate cancer at radical prostatectomy: comparison with …
C Han, S Ma, X Liu, Y Liu, C Li, Y Zhang… - Journal of Magnetic …, 2021 - Wiley Online Library
Background It is feasible to use magnetic resonance (MR)‐based radiomics to distinguish
high‐grade from low‐grade prostate cancer (PCa), but radiomics model performance based …
high‐grade from low‐grade prostate cancer (PCa), but radiomics model performance based …
Multiparametric MRI for detection of radiorecurrent prostate cancer: added value of apparent diffusion coefficient maps and dynamic contrast-enhanced images
M Abd-Alazeez, N Ramachandran, N Dikaios… - Prostate cancer and …, 2015 - nature.com
Background: Multiparametric magnetic resonance imaging (mp-MRI) is increasingly
advocated for prostate cancer detection. There are limited reports of its use in the setting of …
advocated for prostate cancer detection. There are limited reports of its use in the setting of …
[HTML][HTML] Radiomics prediction model for the improved diagnosis of clinically significant prostate cancer on biparametric MRI
M Li, T Chen, W Zhao, C Wei, X Li, S Duan… - … Imaging in Medicine …, 2020 - ncbi.nlm.nih.gov
Background To evaluate the potential of clinical-based model, a biparametric MRI-based
radiomics model and a clinical-radiomics combined model for predicting clinically significant …
radiomics model and a clinical-radiomics combined model for predicting clinically significant …
Prediction of biochemical recurrence in prostate cancer patients who underwent prostatectomy using routine clinical prostate multiparametric MRI and decipher …
Background Biochemical recurrence (BCR) affects a significant proportion of patients who
undergo robotic‐assisted laparoscopic prostatectomy (RALP). Purpose To evaluate the …
undergo robotic‐assisted laparoscopic prostatectomy (RALP). Purpose To evaluate the …
Biparametric versus multiparametric MRI in the diagnosis of prostate cancer
KCD Thestrup, V Logager, I Baslev… - Acta radiologica …, 2016 - journals.sagepub.com
Background Since multiparametric magnetic resonance imaging (mp-MRI) of the prostate
exceeds 30 min, minimizing the evaluation time of significant (Gleason scores> 6) prostate …
exceeds 30 min, minimizing the evaluation time of significant (Gleason scores> 6) prostate …
A novel imaging based Nomogram for predicting post-surgical biochemical recurrence and adverse pathology of prostate cancer from pre-operative bi-parametric MRI
Background We developed and validated an integrated radiomic-clinicopathologic
nomogram (RadClip) for post-surgical biochemical recurrence free survival (bRFS) and …
nomogram (RadClip) for post-surgical biochemical recurrence free survival (bRFS) and …