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Medical Image Synthesis for Data Augmentation and Anonymization Using Generative Adversarial Networks
Shin, Hoo-Chang, Tenenholtz, Neil A., Rogers, Jameson K., Schwarz, Christopher G., Senjem, Matthew L., Gunter, Jeffrey L., Andriole, Katherine P., Michalski, Mark
Published in Simulation and Synthesis in Medical Imaging (01.01.2018)
Published in Simulation and Synthesis in Medical Imaging (01.01.2018)
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Can Segmentation Models Be Trained with Fully Synthetically Generated Data?
Fernandez, Virginia, Pinaya, Walter Hugo Lopez, Borges, Pedro, Tudosiu, Petru-Daniel, Graham, Mark S., Vercauteren, Tom, Cardoso, M. Jorge
Published in Simulation and Synthesis in Medical Imaging (2022)
Published in Simulation and Synthesis in Medical Imaging (2022)
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Cross-Modality Image Synthesis from Unpaired Data Using CycleGAN: Effects of Gradient Consistency Loss and Training Data Size
Hiasa, Yuta, Otake, Yoshito, Takao, Masaki, Matsuoka, Takumi, Takashima, Kazuma, Carass, Aaron, Prince, Jerry L., Sugano, Nobuhiko, Sato, Yoshinobu
Published in Simulation and Synthesis in Medical Imaging (12.09.2018)
Published in Simulation and Synthesis in Medical Imaging (12.09.2018)
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Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder
Huo, Jiayu, Vakharia, Vejay, Wu, Chengyuan, Sharan, Ashwini, Ko, Andrew, Ourselin, Sébastien, Sparks, Rachel
Published in Simulation and Synthesis in Medical Imaging (21.09.2022)
Published in Simulation and Synthesis in Medical Imaging (21.09.2022)
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UltraGAN: Ultrasound Enhancement Through Adversarial Generation
Escobar, Maria, Castillo, Angela, Romero, Andrés, Arbeláez, Pablo
Published in Simulation and Synthesis in Medical Imaging (01.01.2020)
Published in Simulation and Synthesis in Medical Imaging (01.01.2020)
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Evaluating the Performance of StyleGAN2-ADA on Medical Images
Woodland, McKell, Wood, John, Anderson, Brian M., Kundu, Suprateek, Lin, Ethan, Koay, Eugene, Odisio, Bruno, Chung, Caroline, Kang, Hyunseon Christine, Venkatesan, Aradhana M., Yedururi, Sireesha, De, Brian, Lin, Yuan-Mao, Patel, Ankit B., Brock, Kristy K.
Published in Simulation and Synthesis in Medical Imaging (2022)
Published in Simulation and Synthesis in Medical Imaging (2022)
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Unsupervised Learning for Cross-Domain Medical Image Synthesis Using Deformation Invariant Cycle Consistency Networks
Wang, Chengjia, Macnaught, Gillian, Papanastasiou, Giorgos, MacGillivray, Tom, Newby, David
Published in Simulation and Synthesis in Medical Imaging (01.01.2018)
Published in Simulation and Synthesis in Medical Imaging (01.01.2018)
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Self-Supervised Super-Resolution for Anisotropic MR Images with and Without Slice Gap
Remedios, Samuel W, Han, Shuo, Zuo, Lianrui, Carass, Aaron, Pham, Dzung L, Prince, Jerry L, Dewey, Blake E
Published in Simulation and synthesis in medical imaging : ... International Workshop, SASHIMI ..., held in conjunction with MICCAI ..., proceedings. SASHIMI (Workshop) (01.10.2023)
Published in Simulation and synthesis in medical imaging : ... International Workshop, SASHIMI ..., held in conjunction with MICCAI ..., proceedings. SASHIMI (Workshop) (01.10.2023)
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HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease
Rahman Siddiquee, Md Mahfuzur, Shah, Jay, Wu, Teresa, Chong, Catherine, Schwedt, Todd, Li, Baoxin
Published in Simulation and Synthesis in Medical Imaging (01.09.2022)
Published in Simulation and Synthesis in Medical Imaging (01.09.2022)
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Morphology-Preserving Autoregressive 3D Generative Modelling of the Brain
Tudosiu, Petru-Daniel, Pinaya, Walter Hugo Lopez, Graham, Mark S., Borges, Pedro, Fernandez, Virginia, Yang, Dai, Appleyard, Jeremy, Novati, Guido, Mehra, Disha, Vella, Mike, Nachev, Parashkev, Ourselin, Sebastien, Cardoso, Jorge
Published in Simulation and Synthesis in Medical Imaging (2022)
Published in Simulation and Synthesis in Medical Imaging (2022)
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Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement
Xue, Yuan, Dewey, Blake E., Zuo, Lianrui, Han, Shuo, Carass, Aaron, Duan, Peiyu, Remedios, Samuel W., Pham, Dzung L., Saidha, Shiv, Calabresi, Peter A., Prince, Jerry L.
Published in Simulation and Synthesis in Medical Imaging (01.09.2022)
Published in Simulation and Synthesis in Medical Imaging (01.09.2022)
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