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Artificial intelligence and machine learning in prostate cancer patient management—current trends and future perspectives
Artificial intelligence (AI) is the field of computer science that aims to build smart devices
performing tasks that currently require human intelligence. Through machine learning (ML) …
performing tasks that currently require human intelligence. Through machine learning (ML) …
Machine learning applications in prostate cancer magnetic resonance imaging
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) …
Deep learning–assisted prostate cancer detection on bi-parametric MRI: minimum training data size requirements and effect of prior knowledge
Abstract Objectives To assess Prostate Imaging Reporting and Data System (PI-RADS)–
trained deep learning (DL) algorithm performance and to investigate the effect of data size …
trained deep learning (DL) algorithm performance and to investigate the effect of data size …
PROSTATEx Challenges for computerized classification of prostate lesions from multiparametric magnetic resonance images
Grand challenges stimulate advances within the medical imaging research community;
within a competitive yet friendly environment, they allow for a direct comparison of …
within a competitive yet friendly environment, they allow for a direct comparison of …
PI-RADS: where next?
Prostate MRI plays an important role in the clinical management of localized prostate
cancer, mainly assisting in biopsy decisions and guiding biopsy procedures. The Prostate …
cancer, mainly assisting in biopsy decisions and guiding biopsy procedures. The Prostate …
[HTML][HTML] Artificial intelligence based algorithms for prostate cancer classification and detection on magnetic resonance imaging: a narrative review
Due to the upfront role of magnetic resonance imaging (MRI) for prostate cancer (PCa)
diagnosis, a multitude of artificial intelligence (AI) applications have been suggested to aid …
diagnosis, a multitude of artificial intelligence (AI) applications have been suggested to aid …
[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 …
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 …
Interreader variability of prostate imaging reporting and data system version 2 in detecting and assessing prostate cancer lesions at prostate MRI
OBJECTIVE. The purpose of this study was to evaluate agreement among radiologists in
detecting and assessing prostate cancer at multiparametric MRI using Prostate Imaging …
detecting and assessing prostate cancer at multiparametric MRI using Prostate Imaging …
[HTML][HTML] AI applications in robotics, diagnostic image analysis and precision medicine: Current limitations, future trends, guidelines on CAD systems for medicine
Background AI in healthcare has been recognized by both academia and industry in
revolutionizing how healthcare services will be offered by healthcare service providers and …
revolutionizing how healthcare services will be offered by healthcare service providers and …