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Convolutional neural network based deep-learning architecture for intraprostatic tumour contouring on PSMA PET images in patients with primary prostate cancer [article]

Dejan Kostyszyn, Tobias Fechter, Nico Bartl, Anca L. Grosu, Christian Gratzke, August Sigle, Michael Mix, Juri Ruf, Thomas F. Fassbender, Selina Kiefer, Alisa S. Bettermann, Nils H. Nicolay (+13 others)
2020 arXiv   pre-print
A single forward pass through the CNN took less than a second (approx. 3 µs) for all cohorts. For further information please see Table 2 .  ... 
arXiv:2008.03201v1 fatcat:3yi3dc6hxzabjmubwgeos4p6km

Intraprostatic Tumour Segmentation on PSMA-PET Images in Patients with Primary Prostate Cancer with a Convolutional Neural Network

Dejan Kostyszyn, Tobias Fechter, Nico Bartl, Anca L Grosu, Christian Gratzke, August Sigle, Michael Mix, Juri Ruf, Thomas F Fassbender, Selina Kiefer, Alisa S Bettermann, Nils H Nicolay (+13 others)
2020 Journal of Nuclear Medicine  
A single forward pass through the CNN took less than a second (approx. 3 µs) for all cohorts.  ... 
doi:10.2967/jnumed.120.254623 pmid:33127624 pmcid:PMC8729869 fatcat:2z7tpibf7ffl5eb6vti3iu5fp4

Uncovering the invisible—prevalence, characteristics, and radiomics feature–based detection of visually undetectable intraprostatic tumor lesions in 68GaPSMA-11 PET images of patients with primary prostate cancer

Constantinos Zamboglou, Alisa S. Bettermann, Christian Gratzke, Michael Mix, Juri Ruf, Selina Kiefer, Cordula A. Jilg, Matthias Benndorf, Simon Spohn, Thomas F. Fassbender, Peter Bronsert, Mengxia Chen (+4 others)
2020 European Journal of Nuclear Medicine and Molecular Imaging  
Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s)  ... 
doi:10.1007/s00259-020-05111-3 pmid:33210239 pmcid:PMC8113179 fatcat:o6lkyxw6iza2tltyxt4ya2w4iu