Radiomics in prostate cancer: An up-to-date review

M Ferro, O de Cobelli, G Musi… - Therapeutic …, 2022 - journals.sagepub.com
Prostate cancer (PCa) is the most common worldwide diagnosed malignancy in male
population. The diagnosis, the identification of aggressive disease, and the post-treatment …

[HTML][HTML] Radiomics in prostate cancer imaging for a personalized treatment approach-current aspects of methodology and a systematic review on validated studies

SKB Spohn, AS Bettermann, F Bamberg… - Theranostics, 2021 - ncbi.nlm.nih.gov
Prostate cancer (PCa) is one of the most frequently diagnosed malignancies of men in the
world. Due to a variety of treatment options in different risk groups, proper diagnostic and …

Deep attentive features for prostate segmentation in 3D transrectal ultrasound

Y Wang, H Dou, X Hu, L Zhu, X Yang… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Automatic prostate segmentation in transrectal ultrasound (TRUS) images is of essential
importance for image-guided prostate interventions and treatment planning. However …

Automated localization and segmentation techniques for B-mode ultrasound images: A review

KM Meiburger, UR Acharya, F Molinari - Computers in biology and …, 2018 - Elsevier
B-mode ultrasound imaging is used extensively in medicine. Hence, there is a need to have
efficient segmentation tools to aid in computer-aided diagnosis, image-guided interventions …

A deep learning approach for real time prostate segmentation in freehand ultrasound guided biopsy

EMA Anas, P Mousavi, P Abolmaesumi - Medical image analysis, 2018 - Elsevier
Targeted prostate biopsy, incorporating multi-parametric magnetic resonance imaging (mp-
MRI) and its registration with ultrasound, is currently the state-of-the-art in prostate cancer …

Radiomics and radiogenomics of prostate cancer

CP Smith, M Czarniecki, S Mehralivand… - Abdominal …, 2019 - Springer
Radiomics and radiogenomics are attractive research topics in prostate cancer. Radiomics
mainly focuses on extraction of quantitative information from medical imaging, whereas …

Segmentation of prostate ultrasound images: the state of the art and the future directions of segmentation algorithms

J Jiang, Y Guo, Z Bi, Z Huang, G Yu, J Wang - Artificial Intelligence Review, 2023 - Springer
Nowadays, prostate cancer has surpassed lung cancer as the most common type of cancer,
segmentation of prostate ultrasound images is a critical step in the detection and planning …

Boundary delineation in transrectal ultrasound images for region of interest of prostate

T Peng, Y Dong, G Di, J Zhao, T Li, G Ren… - Physics in Medicine …, 2023 - iopscience.iop.org
Accurate and robust prostate segmentation in transrectal ultrasound (TRUS) images is of
great interest for ultrasound-guided brachytherapy for prostate cancer. However, the current …

Learning-based multi-label segmentation of transrectal ultrasound images for prostate brachytherapy

S Nouranian, M Ramezani, I Spadinger… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Low-dose-rate prostate brachytherapy treatment takes place by implantation of small
radioactive seeds in and sometimes adjacent to the prostate gland. A patient specific target …

Segmentation of prostate contours for automated diagnosis using ultrasound images: A survey

RP Singh, S Gupta, UR Acharya - Journal of computational science, 2017 - Elsevier
Prostate cancer is the most common cancer that affects elderly men. The conventional non-
imaging screening test for prostate cancer like prostate antigen (PSA) and digital rectal …