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Ma, Ruiyao; Hu, Jiaxi; Sari, Hasan; Xue, Song; Mingels, Clemens; Viscione, Marco; Kandarpa, Venkata Sai Sundar; Li, Wei Bo; Visvikis, Dimitris; Qiu, Rui; Rominger, Axel; Li, Junli; Shi, Kuangyu (2022). An encoder-decoder network for direct image reconstruction on sinograms of a long axial field of view PET. European journal of nuclear medicine and molecular imaging, 49(13), pp. 4464-4477. Springer-Verlag 10.1007/s00259-022-05861-2
Sari, Hasan; Teimoorisichani, Mohammadreza; Mingels, Clemens; Alberts, Ian; Panin, Vladimir; Bharkhada, Deepak; Xue, Song; Prenosil, George; Shi, Kuangyu; Conti, Maurizio; Rominger, Axel (2022). Quantitative evaluation of a deep learning-based framework to generate whole-body attenuation maps using LSO background radiation in long axial FOV PET scanners. European journal of nuclear medicine and molecular imaging, 49(13), pp. 4490-4502. Springer 10.1007/s00259-022-05909-3
Guo, Rui; Xue, Song; Hu, Jiaxi; Sari, Hasan; Mingels, Clemens; Zeimpekis, Konstantinos; Prenosil, George; Wang, Yue; Zhang, Yu; Viscione, Marco; Sznitman, Raphael; Rominger, Axel; Li, Biao; Shi, Kuangyu (2022). Using domain knowledge for robust and generalizable deep learning-based CT-free PET attenuation and scatter correction. Nature Communications, 13(1), p. 5882. Springer Nature 10.1038/s41467-022-33562-9
Xue, Song; Gafita, Andrei; Dong, Chao; Zhao, Yu; Tetteh, Giles; Menze, Bjoern H; Ziegler, Sibylle; Weber, Wolfgang; Afshar-Oromieh, Ali; Rominger, Axel; Eiber, Matthias; Shi, Kuangyu (2022). Application of machine learning to pretherapeutically estimate dosimetry in men with advanced prostate cancer treated with 177Lu-PSMA I&T therapy. European journal of nuclear medicine and molecular imaging, 49(12), pp. 4064-4072. Springer 10.1007/s00259-022-05883-w
Xue, Song; Guo, Rui; Bohn, Karl Peter; Matzke, Jared; Viscione, Marco; Alberts, Ian; Meng, Hongping; Sun, Chenwei; Zhang, Miao; Zhang, Min; Sznitman, Raphael; El Fakhri, Georges; Rominger, Axel; Li, Biao; Shi, Kuangyu (2022). A cross-scanner and cross-tracer deep learning method for the recovery of standard-dose imaging quality from low-dose PET. European journal of nuclear medicine and molecular imaging, 49(6), pp. 1843-1856. Springer-Verlag 10.1007/s00259-021-05644-1
Xue, Song; Bohn, Karl Peter; Guo, Rui; Sari, Hasan; Viscione, Marco; Rominger, Axel; Li, Biao; Shi, Kuangyu (2021). Development of a deep learning method for CT-free correction for an ultra-long axial field of view PET scanner. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021, pp. 4120-4122. IEEE 10.1109/EMBC46164.2021.9630590
