Machine learning applications in prostate cancer magnetic resonance imaging
R Cuocolo, MB Cipullo, A Stanzione, L Ugga… - European radiology …, 2019 - Springer
With this review, we aimed to provide a synopsis of recently proposed applications of
machine learning (ML) in radiology focusing on prostate magnetic resonance imaging (MRI) …
machine learning (ML) in radiology focusing on prostate magnetic resonance imaging (MRI) …
A systematic review and meta-analysis of the diagnostic accuracy of biparametric prostate MRI for prostate cancer in men at risk
EJ Bass, A Pantovic, M Connor, R Gabe… - Prostate Cancer and …, 2021 - nature.com
Introduction Multiparametric magnetic resonance imaging (mpMRI), the use of three multiple
imaging sequences, typically T2-weighted, diffusion weighted (DWI) and dynamic contrast …
imaging sequences, typically T2-weighted, diffusion weighted (DWI) and dynamic contrast …
ESUR/ESUI consensus statements on multi-parametric MRI for the detection of clinically significant prostate cancer: quality requirements for image acquisition …
Objectives This study aims to define consensus-based criteria for acquiring and reporting
prostate MRI and establishing prerequisites for image quality. Methods A total of 44 leading …
prostate MRI and establishing prerequisites for image quality. Methods A total of 44 leading …
PI-RADS committee position on MRI without contrast medium in biopsy-naive men with suspected prostate cancer: narrative review
IG Schoots, JO Barentsz… - American Journal of …, 2021 - Am Roentgen Ray Soc
The steadily increasing demand for diagnostic prostate MRI has led to concerns regarding
the lack of access to and the availability of qualified MRI scanners and sufficiently …
the lack of access to and the availability of qualified MRI scanners and sufficiently …
Artificial intelligence for prostate MRI: open datasets, available applications, and grand challenges
Artificial intelligence (AI) for prostate magnetic resonance imaging (MRI) is starting to play a
clinical role for prostate cancer (PCa) patients. AI-assisted reading is feasible, allowing …
clinical role for prostate cancer (PCa) patients. AI-assisted reading is feasible, allowing …
All change in the prostate cancer diagnostic pathway
DJ Lomas, HU Ahmed - Nature reviews Clinical oncology, 2020 - nature.com
Following detection of high levels of serum prostate-specific antigen, many men are advised
to have transrectal ultrasound-guided biopsy in an attempt to locate a cancer. This …
to have transrectal ultrasound-guided biopsy in an attempt to locate a cancer. This …
Factors influencing variability in the performance of multiparametric magnetic resonance imaging in detecting clinically significant prostate cancer: a systematic …
Context There is a lack of comprehensive data regarding the factors that influence the
diagnostic accuracy of multiparametric magnetic resonance imaging (mpMRI) to detect and …
diagnostic accuracy of multiparametric magnetic resonance imaging (mpMRI) to detect and …
Diagnostic accuracy of biparametric versus multiparametric prostate MRI: assessment of contrast benefit in clinical practice
JP Zawaideh, E Sala, N Shaida, B Koo, AY Warren… - European …, 2020 - Springer
Purpose To assess the added value of dynamic contrast-enhanced (DCE) in prostate MR in
clinical practice. Methods Two hundred sixty-four patients underwent prostate MRI, with T2 …
clinical practice. Methods Two hundred sixty-four patients underwent prostate MRI, with T2 …
Current status of biparametric MRI in prostate cancer diagnosis: literature analysis
The role of multiparametric MRI (mpMRI) in the detection of prostate cancer is well-
established. Based on the limited role of dynamic contrast enhancement (DCE) in PI-RADS …
established. Based on the limited role of dynamic contrast enhancement (DCE) in PI-RADS …
Interreader agreement with prostate imaging reporting and data system version 2 for prostate cancer detection: a systematic review and meta-analysis
Purpose: We evaluated interreader agreement with PI-RADS®(Prostate Imaging Reporting
and Data System) version 2 for detection of prostate cancer. Materials and Methods: We …
and Data System) version 2 for detection of prostate cancer. Materials and Methods: We …