Research ArticleClinical Investigation
Intraprostatic Tumor 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, Simon Spohn, Maria U. Kramer, Peter Bronsert, Hongqian Guo, Xuefeng Qiu, Feng Wang, Christoph Henkenberens, Rudolf A. Werner, Dimos Baltas, Philipp T. Meyer, Thorsten Derlin, Mengxia Chen and Constantinos Zamboglou
Journal of Nuclear Medicine June 2021, 62 (6) 823-828; DOI: https://doi.org/10.2967/jnumed.120.254623
Dejan Kostyszyn
1Division of Medical Physics, Department of Radiation Oncology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
2Faculty of Engineering, University of Freiburg, Freiburg, Germany
Tobias Fechter
1Division of Medical Physics, Department of Radiation Oncology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
3German Cancer Consortium (DKTK), Partner Site Freiburg, Germany
4Department of Radiation Oncology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Nico Bartl
3German Cancer Consortium (DKTK), Partner Site Freiburg, Germany
4Department of Radiation Oncology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Anca L. Grosu
3German Cancer Consortium (DKTK), Partner Site Freiburg, Germany
4Department of Radiation Oncology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Christian Gratzke
5Department of Urology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
August Sigle
5Department of Urology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Michael Mix
6Department of Nuclear Medicine, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Juri Ruf
6Department of Nuclear Medicine, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Thomas F. Fassbender
6Department of Nuclear Medicine, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Selina Kiefer
7Institute for Surgical Pathology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Alisa S. Bettermann
4Department of Radiation Oncology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Nils H. Nicolay
3German Cancer Consortium (DKTK), Partner Site Freiburg, Germany
4Department of Radiation Oncology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Simon Spohn
3German Cancer Consortium (DKTK), Partner Site Freiburg, Germany
4Department of Radiation Oncology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Maria U. Kramer
4Department of Radiation Oncology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Peter Bronsert
3German Cancer Consortium (DKTK), Partner Site Freiburg, Germany
7Institute for Surgical Pathology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Hongqian Guo
8Department of Urology, Medical School of Nanjing University, Affiliated Drum Tower Hospital, Nanjing, China
Xuefeng Qiu
8Department of Urology, Medical School of Nanjing University, Affiliated Drum Tower Hospital, Nanjing, China
Feng Wang
9Department of Nuclear Medicine, Medical School of Nanjing University, Affiliated Drum Tower Hospital, Nanjing, China
Christoph Henkenberens
10Department of Radiation Oncology, Hannover Medical School, Hannover, Germany
Rudolf A. Werner
11Department of Nuclear Medicine, Hannover Medical School, Hannover, Germany
Dimos Baltas
1Division of Medical Physics, Department of Radiation Oncology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
3German Cancer Consortium (DKTK), Partner Site Freiburg, Germany
Philipp T. Meyer
6Department of Nuclear Medicine, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Thorsten Derlin
11Department of Nuclear Medicine, Hannover Medical School, Hannover, Germany
Mengxia Chen
8Department of Urology, Medical School of Nanjing University, Affiliated Drum Tower Hospital, Nanjing, China
Constantinos Zamboglou
3German Cancer Consortium (DKTK), Partner Site Freiburg, Germany
4Department of Radiation Oncology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
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In this issue
Journal of Nuclear Medicine
Vol. 62, Issue 6
June 1, 2021
Intraprostatic Tumor 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, Simon Spohn, Maria U. Kramer, Peter Bronsert, Hongqian Guo, Xuefeng Qiu, Feng Wang, Christoph Henkenberens, Rudolf A. Werner, Dimos Baltas, Philipp T. Meyer, Thorsten Derlin, Mengxia Chen, Constantinos Zamboglou
Journal of Nuclear Medicine Jun 2021, 62 (6) 823-828; DOI: 10.2967/jnumed.120.254623
Intraprostatic Tumor 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, Simon Spohn, Maria U. Kramer, Peter Bronsert, Hongqian Guo, Xuefeng Qiu, Feng Wang, Christoph Henkenberens, Rudolf A. Werner, Dimos Baltas, Philipp T. Meyer, Thorsten Derlin, Mengxia Chen, Constantinos Zamboglou
Journal of Nuclear Medicine Jun 2021, 62 (6) 823-828; DOI: 10.2967/jnumed.120.254623
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