Transfer learning techniques for medical image analysis: A review

P Kora, CP Ooi, O Faust, U Raghavendra… - Biocybernetics and …, 2022 - Elsevier
Medical imaging is a useful tool for disease detection and diagnostic imaging technology
has enabled early diagnosis of medical conditions. Manual image analysis methods are …

What is the negative predictive value of multiparametric magnetic resonance imaging in excluding prostate cancer at biopsy? A systematic review and meta-analysis …

PC Moldovan, T Van den Broeck, R Sylvester… - European urology, 2017 - Elsevier
Context It remains unclear whether patients with a suspicion of prostate cancer (PCa) and
negative multiparametric magnetic resonance imaging (mpMRI) can safely obviate prostate …

Comparison of MR/ultrasound fusion–guided biopsy with ultrasound-guided biopsy for the diagnosis of prostate cancer

MM Siddiqui, S Rais-Bahrami, B Turkbey, AK George… - Jama, 2015 - jamanetwork.com
Importance Targeted magnetic resonance (MR)/ultrasound fusion prostate biopsy has been
shown to detect prostate cancer. The implications of targeted biopsy alone vs standard …

Evaluation of prostate segmentation algorithms for MRI: the PROMISE12 challenge

G Litjens, R Toth, W Van De Ven, C Hoeks… - Medical image …, 2014 - Elsevier
Prostate MRI image segmentation has been an area of intense research due to the
increased use of MRI as a modality for the clinical workup of prostate cancer. Segmentation …

ESUR prostate MR guidelines 2012

JO Barentsz, J Richenberg, R Clements, P Choyke… - European …, 2012 - Springer
The aim was to develop clinical guidelines for multi-parametric MRI of the prostate by a
group of prostate MRI experts from the European Society of Urogenital Radiology (ESUR) …

Automatic classification of prostate cancer Gleason scores from multiparametric magnetic resonance images

D Fehr, H Veeraraghavan, A Wibmer… - Proceedings of the …, 2015 - National Acad Sciences
Noninvasive, radiological image-based detection and stratification of Gleason patterns can
impact clinical outcomes, treatment selection, and the determination of disease status at …

What are we missing? False-negative cancers at multiparametric MR imaging of the prostate

S Borofsky, AK George, S Gaur, M Bernardo, MD Greer… - Radiology, 2018 - pubs.rsna.org
Purpose To characterize clinically important prostate cancers missed at multiparametric
(MP) magnetic resonance (MR) imaging. Materials and Methods The local institutional …

Computer-aided detection of prostate cancer in MRI

G Litjens, O Debats, J Barentsz… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Prostate cancer is one of the major causes of cancer death for men in the western world.
Magnetic resonance imaging (MRI) is being increasingly used as a modality to detect …

Accuracy of multiparametric MRI for prostate cancer detection: a meta-analysis

M De Rooij, EHJ Hamoen, JJ Fütterer… - American Journal of …, 2014 - Am Roentgen Ray Soc
OBJECTIVE. The purpose of this diagnostic meta-analysis was to determine the diagnostic
accuracy of multiparametric MRI for prostate cancer detection using anatomic T2-weighted …

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 …