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The application of radiomics and AI to molecular imaging for prostate cancer
Molecular imaging is a key tool in the diagnosis and treatment of prostate cancer (PCa).
Magnetic Resonance (MR) plays a major role in this respect with nuclear medicine imaging …
Magnetic Resonance (MR) plays a major role in this respect with nuclear medicine imaging …
A systematic review on artificial intelligence evaluating PSMA PET scan for intraprostatic cancer
Objectives To assess artificial intelligence (AI) ability to evaluate intraprostatic prostate
cancer (PCa) on prostate‐specific membrane antigen positron emission tomography (PSMA …
cancer (PCa) on prostate‐specific membrane antigen positron emission tomography (PSMA …
Deep semisupervised transfer learning for fully automated whole-body tumor quantification and prognosis of cancer on PET/CT
Automatic detection and characterization of cancer are important clinical needs to optimize
early treatment. We developed a deep, semisupervised transfer learning approach for fully …
early treatment. We developed a deep, semisupervised transfer learning approach for fully …
[HTML][HTML] Using multiparametric Magnetic Resonance Imaging and Prostate Specific Membrane Antigen Positron Emission Tomography to detect and delineate the …
A Dhar, J de Jesus Cendejas-Gomez… - Radiotherapy and …, 2024 - Elsevier
Abstract Background and Purpose Radiation therapy is used frequently for patients with
prostate cancer. Dose escalation to intraprostatic lesions (IPLs) has been shown to improve …
prostate cancer. Dose escalation to intraprostatic lesions (IPLs) has been shown to improve …
Update on PSMA-based prostate cancer imaging
E Mena, L Lindenberg, PL Choyke - Seminars in Nuclear Medicine, 2024 - Elsevier
The increased use of prostate-specific membrane antigen (PSMA) based PET imaging for
prostate cancer (Pca) detection has revolutionized the clinical management of Pca, with …
prostate cancer (Pca) detection has revolutionized the clinical management of Pca, with …
The impact of multicentric datasets for the automated tumor delineation in primary prostate cancer using convolutional neural networks on 18F-PSMA-1007 PET
Abstract Purpose Convolutional Neural Networks (CNNs) have emerged as transformative
tools in the field of radiation oncology, significantly advancing the precision of contouring …
tools in the field of radiation oncology, significantly advancing the precision of contouring …
Clinical evaluation of deep learning for tumor delineation on 18F-FDG PET/CT of head and neck cancer
Artificial intelligence (AI) may decrease 18F-FDG PET/CT–based gross tumor volume (GTV)
delineation variability and automate tumor-volume–derived image biomarker extraction …
delineation variability and automate tumor-volume–derived image biomarker extraction …
Clinical impact of contouring variability for prostate cancer tumor boost
Purpose The focal radiation therapy (RT) boost technique was shown in a phase III
randomized controlled trial (RCT) to improve prostate cancer outcomes without increasing …
randomized controlled trial (RCT) to improve prostate cancer outcomes without increasing …
Comparison of Multiple Segmentation Methods for Volumetric Delineation of Primary Prostate Cancer with Prostate-Specific Membrane Antigen–Targeted 18F …
F Wang, C Liu, I Vidal, M Mana-Ay… - Journal of Nuclear …, 2024 - jnm.snmjournals.org
This study aimed to assess the accuracy of intraprostatic tumor volume measurements on
prostate-specific membrane antigen–targeted 18F-DCFPyL PET/CT made with various …
prostate-specific membrane antigen–targeted 18F-DCFPyL PET/CT made with various …
Segmentation of Prostate Tumour Volumes from PET Images is a Different Ball Game
Accurate segmentation of prostate tumours from PET images presents a formidable
challenge in medical image analysis. Despite considerable work and improvement in …
challenge in medical image analysis. Despite considerable work and improvement in …