Strategy to implement a convolutional neural network based ideal model observer via transfer learning for multi-slice simulated breast CT images (English)
- New search for: Kim, Gihun
- Further information on Kim, Gihun:
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https://orcid.org/0000-0002-9921-3377
- New search for: Han, Minah
- Further information on Han, Minah:
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https://orcid.org/0000-0001-9406-618X
- New search for: Baek, Jongduk
- New search for: Kim, Gihun
- Further information on Kim, Gihun:
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https://orcid.org/0000-0002-9921-3377
- New search for: Han, Minah
- Further information on Han, Minah:
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https://orcid.org/0000-0001-9406-618X
- New search for: Baek, Jongduk
In:
Physics in Medicine & Biology
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68
, 11
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2023
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Strategy to implement a convolutional neural network based ideal model observer via transfer learning for multi-slice simulated breast CT images
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Contributors:
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Published in:Physics in Medicine & Biology ; 68, 11
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Publisher:
- New search for: IOP Publishing
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Publication date:2023-06-07
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Size:18 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 68, Issue 11
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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DMCT-Net: dual modules convolution transformer network for head and neck tumor segmentation in PET/CTWang, Jiao / Peng, Yanjun / Guo, Yanfei et al. | 2023
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Optimized Monte Carlo simulations for voxel-based internal dosimetryCordeiro, Leanderson P / de Sá, Lidia V / Kitamikado, Rafael A / Sapienza, Marcelo T / B Bonifacio, Daniel A et al. | 2023
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Fast D M,M calculation in LDR brachytherapy using deep learning methodsBerumen, Francisco / Enger, Shirin A / Beaulieu, Luc et al. | 2023
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Analytical modeling and Monte Carlo simulations of multi-parallel slit and knife-edge slit prompt gamma camerasHuisman, B F B / Muñoz, E / Dauvergne, D / Létang, J M / Sarrut, D / Testa, É et al. | 2023
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CeLNet: a correlation-enhanced lightweight network for medical image segmentationZhang, Bangze / Wang, Xiaoyan / Liu, Lianggui / Zhang, Denghui / Huang, Xiaojie / Xia, Ming / Jiang, Weiwei / Huang, Xiangsheng et al. | 2023
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Uncertainty estimation for deep learning-based pectoral muscle segmentation via Monte Carlo dropoutKlanecek, Zan / Wagner, Tobias / Wang, Yao-Kuan / Cockmartin, Lesley / Marshall, Nicholas / Schott, Brayden / Deatsch, Ali / Studen, Andrej / Hertl, Kristijana / Jarm, Katja et al. | 2023
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A graphical user interface for calculating the arterial input function during dynamic positron emission tomographyDaoud, Youstina / Carroll, Liam / Enger, Shirin A et al. | 2023
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Cancer prediction from few amounts of histology samples through self-attention based multi-routines cross-domains networkWang, Jianqi / Zhang, Quan / Liu, Guohua et al. | 2023
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Cervical spine fracture detection in computed tomography using convolutional neural networksGolla, Alena-Kathrin / Lorenz, Cristian / Buerger, Christian / Lossau, Tanja / Klinder, Tobias / Mutze, Sven / Arndt, Holger / Spohn, Frederik / Mittmann, Marlene / Goelz, Leonie et al. | 2023
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Evaluation of a modular all-in-one high-resolution PET detector and readout electronics setupSchmidt, F P / Krämer, J C / Parl, C / Schmand, M / Pichler, B J et al. | 2023
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Hybrid imaging of prompt x-rays and induced positrons using a pinhole gamma camera during and after irradiation of protonsYamamoto, Seiichi / Watabe, Hiroshi / Nakanishi, Kohei / Yabe, Takuya / Yamaguchi, Mitsutaka / Kawachi, Naoki / Kamada, Kei / Yoshikawa, Akira / Islam, Md Rafiqul / Miyake, Masayasu et al. | 2023
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An integrated 3D printed radioluminescent-based phantom for quality assurance on a robotic-arm linacAshraf, M R / Gibson, C / Skinner, L / Gu, X / Xing, L / Wang, L et al. | 2023
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Strategy to implement a convolutional neural network based ideal model observer via transfer learning for multi-slice simulated breast CT imagesKim, Gihun / Han, Minah / Baek, Jongduk et al. | 2023
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Unbiased zero-count correction method in low-dose high-resolution photon counting detector CTBushe, Daniel / Zhang, Ran / Chen, Guang-Hong / Li, Ke et al. | 2023
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Inter-crystal scattering event identification using a novel silicon photomultiplier signal multiplexing methodShim, Hyeong Seok / Bae, Sangjin / Lee, Seungeun / Lee, Jae Sung et al. | 2023
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Monte Carlo simulation of micro-x-ray fluorescence (μ-XRF) based detection of immunomagnetically labeled tumor cellsZambianchi, P / Zambianchi, J K et al. | 2023
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A motion model-guided 4D dose reconstruction for pencil beam scanned proton therapyDuetschler, A / Huang, L / Fattori, G / Meier, G / Bula, C / Hrbacek, J / Safai, S / Weber, D C / Lomax, A J / Zhang, Ye et al. | 2023
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Segmentation of retinal detachment and retinoschisis in OCT images based on complementary multi-class segmentation networksShi, Fei / Yang, Changqing / Jiang, Qingxin / Zhu, Weifang / Xu, Xun / Chen, Xinjian / Fan, Ying et al. | 2023
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Evaluating the effect of setup uncertainty reduction and adaptation to geometric changes on normal tissue complication probability using online adaptive head and neck intensity modulated proton therapyLalonde, Arthur / Bobić, Mislav / Sharp, Gregory C / Chamseddine, Ibrahim / Winey, Brian / Paganetti, Harald et al. | 2023
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Correlation-based full-waveform shear wave elastographyElmeliegy, Abdelrahman M / Guddati, Murthy N et al. | 2023
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Human lung virtual histology by multi-scale x-ray phase-contrast computed tomographyReichmann, Jakob / Verleden, Stijn E / Kühnel, Mark / Kamp, Jan C / Werlein, Christopher / Neubert, Lavinia / Müller, Jan-Hendrik / Bui, Thanh Quynh / Ackermann, Maximilian / Jonigk, Danny et al. | 2023
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The PTB water calorimeter for determining the absolute absorbed dose to water in ultra-high pulse dose rate electron beamsBourgouin, Alexandra / Hackel, Thomas / Kapsch, Ralf-Peter et al. | 2023