Intraprostatic tumor segmentation on PSMA PET images in patients with primary prostate cancer with a convolutional neural network

D Kostyszyn, T Fechter, N Bartl, AL Grosu… - Journal of Nuclear …, 2021 - Soc Nuclear Med
Accurate delineation of the intraprostatic gross tumor volume (GTV) is a prerequisite for
treatment approaches in patients with primary prostate cancer (PCa). Prostate-specific …

[HTML][HTML] Deep learning based automated delineation of the intraprostatic gross tumour volume in PSMA-PET for patients with primary prostate cancer

JC Holzschuh, M Mix, J Ruf, T Hölscher… - Radiotherapy and …, 2023 - Elsevier
Purpose With the increased use of focal radiation dose escalation for primary prostate
cancer (PCa), accurate delineation of gross tumor volume (GTV) in prostate-specific …

[HTML][HTML] Comparison of Manual and Semi-Automatic [18F]PSMA-1007 PET Based Contouring Techniques for Intraprostatic Tumor Delineation in Patients With …

SKB Spohn, M Kramer, S Kiefer, P Bronsert… - Frontiers in …, 2020 - frontiersin.org
Purpose Accurate contouring of intraprostatic gross tumor volume (GTV) is pivotal for
successful delivery of focal therapies and for biopsy guidance in patients with primary …

[HTML][HTML] Intraindividual comparison between 68Ga-PSMA-PET/CT and mpMRI for intraprostatic tumor delineation in patients with primary prostate cancer: a …

S Spohn, C Jaegle, TF Fassbender, T Sprave… - European Journal of …, 2020 - Springer
Purpose Accurate delineation of intraprostatic gross tumor volume (GTV) is mandatory for
successful fusion biopsy guidance and focal therapy planning of prostate cancer (PCa) …

Automatic segmentation of the prostate on CT images using deep neural networks (DNN)

C Liu, SJ Gardner, N Wen, MA Elshaikh… - International Journal of …, 2019 - Elsevier
Purpose Recent advances in deep neural networks (DNNs) have unlocked opportunities for
their application for automatic image segmentation. We have evaluated a DNN-based …

Validation of different PSMA-PET/CT-based contouring techniques for intraprostatic tumor definition using histopathology as standard of reference

C Zamboglou, TF Fassbender, L Steffan… - Radiotherapy and …, 2019 - Elsevier
Purpose Accurate definition of the intraprostatic gross tumor volume (GTV) is crucial for
diagnostic and therapeutic approaches in patients with primary prostate cancer (PCa). The …

Optimal 68Ga-PSMA and 18F-PSMA PET window levelling for gross tumour volume delineation in primary prostate cancer

C Draulans, R De Roover, UA van der Heide… - European Journal of …, 2021 - Springer
Purpose This study proposes optimal tracer-specific threshold-based window levels for
PSMA PET–based intraprostatic gross tumour volume (GTV) contouring to reduce …

68Ga-PSMA-11 PET, 18F-PSMA-1007 PET, and MRI for gross tumor volume delineation in primary prostate cancer: intermodality and intertracer variability

C Draulans, F Pos, RJ Smeenk, L Kerkmeijer… - Practical Radiation …, 2021 - Elsevier
Purpose To assess the intermodality and intertracer variability of gallium-68 (68 Ga)-or
fluorine-18 (18 F)-labeled prostate-specific membrane antigen (PSMA) positron emission …

[68Ga-] PSMA-11 PET/CT and multiparametric MRI for gross tumor volume delineation in a slice by slice analysis with whole mount histopathology as a reference …

AS Bettermann, C Zamboglou, S Kiefer, CA Jilg… - Radiotherapy and …, 2019 - Elsevier
Background and purpose Focal therapies are a promising approach to treat prostate cancer
(PCa) more precisely instead of conventional whole gland treatment. Nowadays …

Prostate and dominant intraprostatic lesion segmentation on PET/CT using cascaded regional-net

LA Matkovic, T Wang, Y Lei… - Physics in Medicine …, 2021 - iopscience.iop.org
Focal boost to dominant intraprostatic lesions (DILs) has recently been proposed for prostate
radiation therapy. Accurate and fast delineation of the prostate and DILs is thus required …