DGM4MICCAI/DALI@MICCAI

Publications

2021

Jianfei Liu, Nancy Aguilera, Tao Liu, Johnny Tam
Automated Iterative Label Transfer Improves Segmentation of Noisy Cells in Adaptive Optics Retinal Images. DGM4MICCAI/DALI@MICCAI (2021)
Alex Ling Yu Hung, John M. Galeotti
Ultrasound Variational Style Transfer to Generate Images Beyond the Observed Domain. DGM4MICCAI/DALI@MICCAI (2021)
Zheng Yuan, Andre Esteva, Ran Xu
MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation. DGM4MICCAI/DALI@MICCAI (2021)
Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek
Frequency-Supervised MR-to-CT Image Synthesis. DGM4MICCAI/DALI@MICCAI (2021)
Ruining Deng, Quan Liu, Shunxing Bao, Aadarsh Jha, Catie Chang, Bryan A. Millis, Matthew J. Tyska, Yuankai Huo
CaCL: Class-Aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns. DGM4MICCAI/DALI@MICCAI (2021)
Ekaterina Redekop, Alexey Chernyavskiy
Medical Image Segmentation with Imperfect 3D Bounding Boxes. DGM4MICCAI/DALI@MICCAI (2021)
Quok Zong Chong, William J. Knottenbelt, Kanwal K. Bhatia
Evaluation of Active Learning Techniques on Medical Image Classification with Unbalanced Data Distributions. DGM4MICCAI/DALI@MICCAI (2021)
Chao Li, Yiran Wei, Xi Chen, Carola-Bibiane Schönlieb
BrainNetGAN: Data Augmentation of Brain Connectivity Using Generative Adversarial Network for Dementia Classification. DGM4MICCAI/DALI@MICCAI (2021)
Ahmad Pesaranghader, Yiping Wang, Mohammad Havaei
CT-SGAN: Computed Tomography Synthesis GAN. DGM4MICCAI/DALI@MICCAI (2021)
Huifeng Yao, Ziyu Guo, Yatao Zhang, Xiaomeng Li
Improved Heatmap-Based Landmark Detection. DGM4MICCAI/DALI@MICCAI (2021)
Pauliina Paavilainen, Saad Ullah Akram, Juho Kannala
Bridging the Gap Between Paired and Unpaired Medical Image Translation. DGM4MICCAI/DALI@MICCAI (2021)
Xutao Guo, Yanwu Yang, Ting Ma
FS-Net: A New Paradigm of Data Expansion for Medical Image Segmentation. DGM4MICCAI/DALI@MICCAI (2021)
Turkay Kart, Wenjia Bai, Ben Glocker, Daniel Rueckert
DeepMCAT: Large-Scale Deep Clustering for Medical Image Categorization. DGM4MICCAI/DALI@MICCAI (2021)
Mohammad Havaei, Ximeng Mao, Yipping Wang, Qicheng Lao
Conditional Generation of Medical Images via Disentangled Adversarial Inference. DGM4MICCAI/DALI@MICCAI (2021)
Zihao Wang, Clair Vandersteen, Charles Raffaelli, Nicolas Guevara, François Patou, Hervé Delingette
One-Shot Learning for Landmarks Detection. DGM4MICCAI/DALI@MICCAI (2021)
Alex Ling Yu Hung, Zhiqing Sun, Wanwen Chen, John M. Galeotti
Hierarchical Probabilistic Ultrasound Image Inpainting via Variational Inference. DGM4MICCAI/DALI@MICCAI (2021)
Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang, Chihung Lin, Le Lu, Lingyun Huang, Mei Han, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Adam P. Harrison, Shun Miao
Scalable Semi-supervised Landmark Localization for X-ray Images Using Few-Shot Deep Adaptive Graph. DGM4MICCAI/DALI@MICCAI (2021)
Jiacheng Wang, Haojie Wang, Ruochen Mu, Liansheng Wang
Cross-Domain Landmarks Detection in Mitral Regurgitation. DGM4MICCAI/DALI@MICCAI (2021)
Eugene Vorontsov, Samuel Kadoury
Label Noise in Segmentation Networks: Mitigation Must Deal with Bias. DGM4MICCAI/DALI@MICCAI (2021)
Talgat Saparov, Anvar Kurmukov, Boris Shirokikh, Mikhail Belyaev
Zero-Shot Domain Adaptation in CT Segmentation by Filtered Back Projection Augmentation. DGM4MICCAI/DALI@MICCAI (2021)
Wenjing Jiang, Tong Xia, Zhiqiong Wang, Fucang Jia
Semi-supervised Surgical Tool Detection Based on Highly Confident Pseudo Labeling and Strong Augmentation Driven Consistency. DGM4MICCAI/DALI@MICCAI (2021)
Tianyuan Yao, Chang Qu, Quan Liu, Ruining Deng, Yuanhan Tian, Jiachen Xu, Aadarsh Jha, Shunxing Bao, Mengyang Zhao, Agnes B. Fogo, Bennett A. Landman, Catie Chang, Haichun Yang, Yuankai Huo
Compound Figure Separation of Biomedical Images with Side Loss. DGM4MICCAI/DALI@MICCAI (2021)
Youssef Assis, Liang Liao, Fabien Pierre, René Anxionnat, Erwan Kerrien
An Efficient Data Strategy for the Detection of Brain Aneurysms from MRA with Deep Learning. DGM4MICCAI/DALI@MICCAI (2021)
Clément Chadebec, Stéphanie Allassonnière
Data Augmentation with Variational Autoencoders and Manifold Sampling. DGM4MICCAI/DALI@MICCAI (2021)
William Michael Laprade, Mathias Perslev, Jon Sporring
How Few Annotations are Needed for Segmentation Using a Multi-planar U-Net? DGM4MICCAI/DALI@MICCAI (2021)
Sungmin Hong, Razvan V. Marinescu, Adrian V. Dalca, Anna K. Bonkhoff, Martin Bretzner, Natalia S. Rost, Polina Golland
3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images. DGM4MICCAI/DALI@MICCAI (2021)
Lorenzo Tronchin, Rosa Sicilia, Ermanno Cordelli, Sara Ramella, Paolo Soda
Evaluating GANs in Medical Imaging. DGM4MICCAI/DALI@MICCAI (2021)

volume 13003, 2021

Deep Generative Models, and Data Augmentation, Labelling, and Imperfections - First Workshop, DGM4MICCAI 2021, and First Workshop, DALI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings DGM4MICCAI/DALI@MICCAI 13003 (2021)