Simulation and Synthesis in Medical Imaging: 5th International Workshop, SASHIMI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings

Front Matter ....Pages i-x
 Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis  (Dzung L. Pham, Yi-Yu Chou, Blake E. Dewey, Daniel S. Reich, John A. Butman, Snehashis Roy)....Pages 1-10
 3D Brain MRI GAN-Based Synthesis Conditioned on Partial Volume Maps  (Filip Rusak, Rodrigo Santa Cruz, Pierrick Bourgeat, Clinton Fookes, Jurgen Fripp, Andrew Bradley et al.)....Pages 11-20
 Synthesizing Realistic Brain MR Images with Noise Control  (Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yufan He, Muhan Shao, Jacob C. Reinhold et al.)....Pages 21-31
 Simulated Diffusion Weighted Images Based on Model-Predicted Tumor Growth  (Pamela R. Jackson, Andrea Hawkins-Daarud, Kristin R. Swanson)....Pages 32-40
 Blind MRI Brain Lesion Inpainting Using Deep Learning  (José V. Manjón, José E. Romero, Roberto Vivo-Hernando, Gregorio Rubio, Fernando Aparici, Maria de la Iglesia-Vaya et al.)....Pages 41-49
 High-Quality Interpolation of Breast DCE-MRI Using Learned Transformations  (Hongyu Wang, Jun Feng, Xiaoying Pan, Di Yang, Baoying Chen)....Pages 50-59
 A Method for Tumor Treating Fields Fast Estimation  (Reuben R. Shamir, Zeev Bomzon)....Pages 60-67
 Heterogeneous Virtual Population of Simulated CMR Images for Improving the Generalization of Cardiac Segmentation Algorithms  (Yasmina Al Khalil, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Marcel Breeuwer)....Pages 68-79
 DyeFreeNet: Deep Virtual Contrast CT Synthesis  (Jingya Liu, Yingli Tian, A. Muhteşem Ağıldere, K. Murat Haberal, Mehmet Coşkun, Cihan Duzgol et al.)....Pages 80-89
 A Gaussian Process Model Based Generative Framework for Data Augmentation of Multi-modal 3D Image Volumes  (Nicolas H. Nbonsou Tegang, Jean-Rassaire Fouefack, Bhushan Borotikar, Valérie Burdin, Tania S. Douglas, Tinashe E. M. Mutsvangwa)....Pages 90-100
 Frequency-Selective Learning for CT to MR Synthesis  (Zi Lin, Manli Zhong, Xiangzhu Zeng, Chuyang Ye)....Pages 101-109
 Uncertainty-Aware Multi-resolution Whole-Body MR to CT Synthesis  (Kerstin Kläser, Pedro Borges, Richard Shaw, Marta Ranzini, Marc Modat, David Atkinson et al.)....Pages 110-119
 UltraGAN: Ultrasound Enhancement Through Adversarial Generation  (Maria Escobar, Angela Castillo, Andrés Romero, Pablo Arbeláez)....Pages 120-130
 Improving Endoscopic Decision Support Systems by Translating Between Imaging Modalities  (Georg Wimmer, Michael Gadermayr, Andreas Vécsei, Andreas Uhl)....Pages 131-141
 An Unsupervised Adversarial Learning Approach to Fundus Fluorescein Angiography Image Synthesis for Leakage Detection  (Wanyue Li, Yi He, Jing Wang, Wen Kong, Yiwei Chen, GuoHua Shi)....Pages 142-152
 Towards Automatic Embryo Staging in 3D+t Microscopy Images Using Convolutional Neural Networks and PointNets  (Manuel Traub, Johannes Stegmaier)....Pages 153-163
 Train Small, Generate Big: Synthesis of Colorectal Cancer Histology Images  (Srijay Deshpande, Fayyaz Minhas, Nasir Rajpoot)....Pages 164-173
 Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis  (Dejan àtepec, Danijel Skočaj)....Pages 174-183
 Auditory Nerve Fiber Health Estimation Using Patient Specific Cochlear Implant Stimulation Models  (Ziteng Liu, Ahmet Cakir, Jack H. Noble)....Pages 184-194
Back Matter ....Pages 195-196