Multiparametric MRI and radiomics in prostate cancer: a review
Y Sun, HM Reynolds, B Parameswaran… - Australasian physical & …, 2019 - Springer
Multiparametric MRI (mpMRI) is an imaging modality that combines anatomical MR imaging
with one or more functional MRI sequences. It has become a versatile tool for detecting and …
with one or more functional MRI sequences. It has become a versatile tool for detecting and …
A review of artificial intelligence in prostate cancer detection on imaging
I Bhattacharya, YS Khandwala… - … advances in urology, 2022 - journals.sagepub.com
A multitude of studies have explored the role of artificial intelligence (AI) in providing
diagnostic support to radiologists, pathologists, and urologists in prostate cancer detection …
diagnostic support to radiologists, pathologists, and urologists in prostate cancer detection …
Magnetic resonance imaging underestimation of prostate cancer geometry: use of patient specific molds to correlate images with whole mount pathology
Purpose: We evaluated the accuracy of magnetic resonance imaging in determining the size
and shape of localized prostate cancer. Materials and Methods: The subjects were 114 men …
and shape of localized prostate cancer. Materials and Methods: The subjects were 114 men …
[HTML][HTML] ProsRegNet: A deep learning framework for registration of MRI and histopathology images of the prostate
Magnetic resonance imaging (MRI) is an increasingly important tool for the diagnosis and
treatment of prostate cancer. However, interpretation of MRI suffers from high inter-observer …
treatment of prostate cancer. However, interpretation of MRI suffers from high inter-observer …
[HTML][HTML] 3D Registration of pre-surgical prostate MRI and histopathology images via super-resolution volume reconstruction
The use of MRI for prostate cancer diagnosis and treatment is increasing rapidly. However,
identifying the presence and extent of cancer on MRI remains challenging, leading to high …
identifying the presence and extent of cancer on MRI remains challenging, leading to high …
Detecting localised prostate cancer using radiomic features in PSMA PET and multiparametric MRI for biologically targeted radiation therapy
Abstract Background Prostate-Specific Membrane Antigen (PSMA) PET/CT and
multiparametric MRI (mpMRI) are well-established modalities for identifying intra-prostatic …
multiparametric MRI (mpMRI) are well-established modalities for identifying intra-prostatic …
U-Net architecture for prostate segmentation: the impact of loss function on system performance
Segmentation of the prostate gland from magnetic resonance images is rapidly becoming a
standard of care in prostate cancer radiotherapy treatment planning. Automating this …
standard of care in prostate cancer radiotherapy treatment planning. Automating this …
Registration of presurgical MRI and histopathology images from radical prostatectomy via RAPSODI
Purpose Magnetic resonance imaging (MRI) has great potential to improve prostate cancer
diagnosis; however, subtle differences between cancer and confounding conditions render …
diagnosis; however, subtle differences between cancer and confounding conditions render …
RAPHIA: A deep learning pipeline for the registration of MRI and whole-mount histopathology images of the prostate
Image registration can map the ground truth extent of prostate cancer from histopathology
images onto MRI, facilitating the development of machine learning methods for early …
images onto MRI, facilitating the development of machine learning methods for early …
Histological validation of MRI: A review of challenges in registration of imaging and whole‐mount histopathology
Rigorous validation with ground truth information such as histology is needed to reliably
assess the current and potential value of MRI techniques to characterize tissue and identify …
assess the current and potential value of MRI techniques to characterize tissue and identify …