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 …
A Narrative Review of Image Processing Techniques Related to Prostate Ultrasound
Prostate cancer (PCa) poses a significant threat to men's health, with early diagnosis being
crucial for improving prognosis and reducing mortality rates. Transrectal ultrasound (TRUS) …
crucial for improving prognosis and reducing mortality rates. Transrectal ultrasound (TRUS) …
MR to ultrasound image registration with segmentation‐based learning for HDR prostate brachytherapy
Purpose Propagation of contours from high‐quality magnetic resonance (MR) images to
treatment planning ultrasound (US) images with severe needle artifacts is a challenging …
treatment planning ultrasound (US) images with severe needle artifacts is a challenging …
2D/3D deep registration along trajectories with spatiotemporal context: Application to prostate biopsy navigation
Objective: The accuracy of biopsy targeting is a major issue for prostate cancer diagnosis
and therapy. However, navigation to biopsy targets remains challenging due to the …
and therapy. However, navigation to biopsy targets remains challenging due to the …
WFUMB Commentary Paper on Artificial intelligence in Medical Ultrasound Imaging
XW Cui, A Goudie, M Blaivas, YJ Chai… - Ultrasound in Medicine …, 2024 - Elsevier
Artificial intelligence (AI) is defined as the theory and development of computer systems able
to perform tasks normally associated with human intelligence. At present, AI has been widely …
to perform tasks normally associated with human intelligence. At present, AI has been widely …
Deep learning based needle tracking in prostate fusion biopsy
S Mukhopadhyay, P Mathur… - Medical Imaging …, 2021 - spiedigitallibrary.org
Fusion of pre-operative Magnetic Resonance Imaging (MRI) and Trans-Rectal Ultrasound
(TRUS) guided biopsy (Fusion Biopsy) has proven to be more effective as compared to …
(TRUS) guided biopsy (Fusion Biopsy) has proven to be more effective as compared to …
2D/3D deep registration for real-time prostate biopsy navigation
The accuracy of biopsy sampling and the related tumor localization are major issues for
prostate cancer diagnosis and therapy. However, the ability to navigate accurately to biopsy …
prostate cancer diagnosis and therapy. However, the ability to navigate accurately to biopsy …
Comparison of accuracies between real-time nonrigid and rigid registration in the MRI–US fusion biopsy of the prostate
Magnetic resonance imaging (MRI) is increasingly important in the detection and
localization of prostate cancer. Regarding suspicious lesions on MRI, a targeted biopsy …
localization of prostate cancer. Regarding suspicious lesions on MRI, a targeted biopsy …
An Approach for Live Motion Correction for TRUS-MR Prostate Fusion Biopsy using Deep Learning
TRUS-MR fusion guided biopsy highly depends on the quality of alignment between pre-
operative Magnetic Resonance (MR) image and live trans-rectal ultrasound (TRUS) image …
operative Magnetic Resonance (MR) image and live trans-rectal ultrasound (TRUS) image …