Combating Uncertainty with Novel Losses for Automatic Left Atrium Segmentation

Type: Book-Chapter

Publication Date: 2019-01-01

Citations: 31

DOI: https://doi.org/10.1007/978-3-030-12029-0_27

Locations

  • Lecture notes in computer science - View
  • arXiv (Cornell University) - View - PDF

Similar Works

Action Title Year Authors
+ PDF Chat Uncertainty-Aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation 2019 Lequan Yu
Shujun Wang
Xiaomeng Li
Chi‐Wing Fu
Pheng‐Ann Heng
+ PDF Chat Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss 2019 Shuman Jia
Antoine Despinasse
Zihao Wang
Hervé Delingette
Xavier Pennec
Pierre Jaı̈s
Hubert Cochet
Maxime Sermesant
+ Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss 2018 Shuman Jia
Antoine Despinasse
Zihao Wang
Hervé Delingette
Xavier Pennec
Pierre Jaı̈s
Hubert Cochet
Maxime Sermesant
+ PDF Chat Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI 2025 Felix Terhag
Philipp Knechtges
Achim Basermann
RaĂșl Tempone
+ Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation 2019 Lequan Yu
Shujun Wang
Xiaomeng Li
Chi‐Wing Fu
Pheng‐Ann Heng
+ PDF Chat UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation 2024 Ting Yu Tsai
Li Lin
Shu Hu
Ming-Ching
Hongtu Zhu
Xin Wang
+ PDF Chat A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation 2024 Xiaoxiang Han
Yiman Liu
Shang Jiang
Qingli Li
Jiangang Chen
Menghan Hu
Qi Zhang
Yuqi Zhang
Yan Wang
+ Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-focused nnU-Net 2023 Yuchen Zhang
Yanda Meng
Yalin Zheng
+ PDF Chat UU-Mamba: Uncertainty-aware U-Mamba for Cardiovascular Segmentation 2024 Tzu‐Hsun Tsai
Lin Li
Shu Hu
Connie W. Tsao
Xin Li
Ming-Ching Chang
Hongtu Zhu
Xiaoliang Wang
+ Complementary consistency semi-supervised learning for 3D left atrial image segmentation 2023 Hejun Huang
Zuguo Chen
Chaoyang Chen
Ming Lu
Ying Zou
+ PDF Chat Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation 2018 Jun Chen
Guang Yang
Zhifan Gao
Hao Ni
Elsa D. Angelini
Raad Mohiaddin
Tom Wong
Yanping Zhang
Xiuquan Du
Heye Zhang
+ PDF Chat Multi-task Learning for Left Atrial Segmentation on GE-MRI 2019 Chen Chen
Wenjia Bai
Daniel Rueckert
+ PDF Chat Uncertainty-Driven and Adversarial Calibration Learning for Epicardial Adipose Tissue Segmentation 2024 Kai Zhao
Zhiming Liu
Chunquan Li
Jiaqi Liu
Jinbiao Zhou
Bihong Liao
Huifang Tang
Qiuyu Wang
+ Leveraging Labeling Representations in Uncertainty-based Semi-supervised Segmentation 2022 Sukesh Adiga V
José Dolz
Hervé Lombaert
+ PDF Chat Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-Focused nnU-Net 2023 Yuchen Zhang
Yanda Meng
Yalin Zheng
+ Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference 2018 Alireza Norouzi
Ali Emami
S. M. Reza Soroushmehr
Nader Karimi
Shadrokh Samavi
Kayvan Najarian
+ Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI 2023 Felix Terhag
Philipp Knechtges
Achim Basermann
RaĂșl Tempone
+ Semi-supervised Left Atrium Segmentation with Mutual Consistency Training 2021 Yicheng Wu
Minfeng Xu
Zongyuan Ge
Jianfei Cai
Lei Zhang
+ PDF Chat Multi-depth Boundary-Aware Left Atrial Scar Segmentation Network 2023 Mengjun Wu
Wangbin Ding
Mingjing Yang
Liqin Huang
+ Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation 2018 Cheng Bian
Xin Yang
Jianqiang Ma
Zheng Shen
Yuan Liu
Reza Nezafat
Pheng‐Ann Heng
Yefeng Zheng

Works That Cite This (9)

Action Title Year Authors
+ 3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review 2020 Daria Kern
André Mastmeyer
+ PDF Chat Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-Focused nnU-Net 2023 Yuchen Zhang
Yanda Meng
Yalin Zheng
+ Multi-sequence Cardiac MR Segmentation with Adversarial Domain Adaptation Network 2019 Jiexiang Wang
Hongyu Huang
Chaoqi Chen
Wenao Ma
Yue Huang
Xinghao Ding
+ PDF Chat Multi-sequence Cardiac MR Segmentation with Adversarial Domain Adaptation Network 2020 Jiexiang Wang
Hongyu Huang
Chaoqi Chen
Wenao Ma
Yue Huang
Xinghao Ding
+ 3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review 2020 Daria Kern
André Mastmeyer
+ PDF Chat Recent Advances in Fibrosis and Scar Segmentation From Cardiac MRI: A State-of-the-Art Review and Future Perspectives 2021 Yinzhe Wu
Zeyu Tang
Binghuan Li
David Firmin
Guang Yang
+ PDF Chat Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI 2019 Sulaiman Vesal
Nishant Ravikumar
Andreas Maier
+ PDF Chat 3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review 2021 Daria Kern
André Mastmeyer
+ A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging 2020 Zhaohan Xiong
Qing Xia
Zhiqiang Hu
Ning Huang
Cheng Bian
Yefeng Zheng
Sulaiman Vesal
Nishant Ravikumar
Andreas Maier
Xin Yang