A Narrative Review of Image Processing Techniques Related to Prostate Ultrasound

H Wang, H Wu, Z Wang, P Yue, D Ni, PA Heng… - Ultrasound in Medicine …, 2024 - Elsevier
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) …

Knowledge-informed machine learning for cancer diagnosis and prognosis: a review

L Mao, H Wang, LS Hu, NL Tran… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Cancer remains one of the most challenging diseases to treat in the medical field. Machine
learning (ML) has enabled in-depth analysis of complex patterns from large, diverse …

AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review

R **, D Li, D **ang, L Zhang, H Zhou, F Shi… - arxiv preprint arxiv …, 2024 - arxiv.org
Prostate cancer represents a major threat to health. Early detection is vital in reducing the
mortality rate among prostate cancer patients. One approach involves using multi-modality …

[HTML][HTML] Artificial intelligence in interventional radiotherapy (brachytherapy): Enhancing patient-centered care and addressing patients' needs

B Fionda, E Placidi, M de Ridder, L Strigari… - Clinical and translational …, 2024 - Elsevier
This review explores the integration of artificial intelligence (AI) in interventional
radiotherapy (IRT), emphasizing its potential to streamline workflows and enhance patient …

[HTML][HTML] A Review of Artificial Intelligence in Brachytherapy

J Chen, RLJ Qiu, T Wang, S Momin, X Yang - Ar**v, 2024 - pmc.ncbi.nlm.nih.gov
Artificial intelligence (AI) has the potential to revolutionize brachytherapy's clinical workflow.
This review comprehensively examines the application of AI, focusing on machine learning …

Instant plan quality prediction on transrectal ultrasound for high-dose-rate prostate brachytherapy

T Wang, Y Feng, J Beaudry, DA Nunez, D Gorovets… - Brachytherapy, 2025 - Elsevier
ABSTRACT PURPOSE We investigated the feasibility of AI to provide an instant feedback of
the potential plan quality based on live needle placement, and before planning is initiated …

Interactive Ultrasound Prostate Cancer Segmentation using Deep Learning with Principal Curve-based Fine-tuning

T Peng, C Wang, T Hu, H Mao, G Di… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Segmentation of prostate cancer on ultrasound (US) images is challenging because of the
low-intensity contrast around the region of interest (ROI) contour caused by the intestinal …

Image Enhancement and Deep Learning in Predicting the Gleason Score of Transcrectal Ultrasound Images of Prostate Cancer

X Li, Z Liu, L Yang - 2024 Asia-Pacific Conference on Image …, 2024 - ieeexplore.ieee.org
The Gleason grading system for prostate cancer offers a crucial point of reference for clinical
evaluation of available treatment alternatives. However, there are few studies on …