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Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025

18 June 2019

Papers citing "Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors"

43 / 43 papers shown

Title
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning Racheal Mukisa Arvind K. Bansal 67 1 0 18 Apr 2025
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 139 1 0 28 Mar 2025
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation Hong Zheng Yucheng Chen Nan Mu Xiaoning Li 212 0 0 23 Mar 2025
Volumetric Medical Image Segmentation via Scribble Annotations and Shape PriorsMachine Vision and Applications (MVA), 2024 Qiuhui Chen Haiying Lyu Xinyue Hu Yong Lu Yi Hong 134 0 0 12 Oct 2023
Error correcting 2D-3D cascaded network for myocardial infarct scar segmentation on late gadolinium enhancement cardiac magnetic resonance images Matthias Schwab M. Pamminger C. Kremser D. Obmann Markus Haltmeier Agnes Mayr 96 1 0 26 Jun 2023
Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2025 Wangbin Ding Lei Li Junyi Qiu Sihan Wang Liqin Huang Yinyin Chen Shan Yang Xiahai Zhuang 101 9 0 07 Feb 2023
Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels Sihan Wang Fuping Wu Lei Li Zheyao Gao Byung-Woo Hong Xiahai Zhuang 111 2 0 15 Jan 2023
Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior Kaiwen Wan Lei Li Dengqiang Jia Yuxin Li Wei Qian ... X. Mu Xin Gao Sijia Wang Fuping Wu Xiahai Zhuang 99 7 0 13 Jan 2023
ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation Kecheng Zhang Xiahai Zhuang 77 9 0 12 Jan 2023
Graph Convolution Based Cross-Network Multi-Scale Feature Fusion for Deep Vessel Segmentation Gangming Zhao Kongming Liang Changzai Pan Fandong Zhang Xianpeng Wu Xinyang Hu Yizhou Yu MedIm 119 34 0 06 Jan 2023
Scoliosis Detection using Deep Neural Network Y. Nguyen 92 2 0 31 Oct 2022
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review M. Jafari A. Shoeibi Marjane Khodatars Navid Ghassemi Parisa Moridian ... Yu-Dong Zhang Shui-Hua Wang Juan M Gorriz Hamid Alinejad-Rokny U. Acharya 138 0 0 26 Oct 2022
Deep Statistic Shape Model for Myocardium Segmentation Xiaoling Hu Xiao Chen Yikang Liu Eric Z. Chen Terrence Chen Shanhui Sun 3DPC 161 4 0 21 Jul 2022
Deep Compatible Learning for Partially-Supervised Medical Image Segmentation Kecheng Zhang Xiahai Zhuang 77 3 0 18 Jun 2022
Semi-Supervised Segmentation of Mitochondria from Electron Microscopy Images Using Spatial Continuity Yunpeng Xiao Youpeng Zhao Ge Yang 42 4 0 06 Jun 2022
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Kecheng Zhang Xiahai Zhuang 133 73 0 03 Mar 2022
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI Sofie Tilborghs J. Bogaert F. Maes 109 8 0 02 Mar 2022
Domain generalization in deep learning for contrast-enhanced imaging Carla Sendra-Balcells Víctor M. Campello Carlos Martín-Isla D. Viladés M. Descalzo A. Guala J. R. Palomares Karim Lekadir OOD 98 13 0 14 Oct 2021
Right Ventricular Segmentation from Short- and Long-Axis MRIs via Information Transition Lei Li Wangbin Ding Liqun Huang Xiahai Zhuang 102 12 0 05 Sep 2021
Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge A. Lalande Zhihao Chen T. Pommier Thomas Decourselle Abdul Qayyum ... Yichi Zhang Lihao Liu Xiahai Zhuang R. Couturier F. Mériaudeau 118 49 0 09 Aug 2021
Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives Yinzhe Wu Zeyu Tang Binghuan Li D. Firmin Guang Yang 111 43 0 28 Jun 2021
Do We Really Need Dice? The Hidden Region-Size Biases of Segmentation Losses Bingyuan Liu Jose Dolz Adrian Galdran Riadh Kobbi Ismail Ben Ayed 129 24 0 18 Apr 2021
Efficient Model Monitoring for Quality Control in Cardiac Image Segmentation Francesco Galati Maria A. Zuluaga 76 16 0 12 Apr 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models Jialin Peng Ye Wang VLM 160 67 0 28 Feb 2021
Recognition and standardization of cardiac MRI orientation via multi-tasking learning and deep neural networks Ke Zhang Xiahai Zhuang 111 6 0 17 Nov 2020
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Rosana El Jurdia Caroline Petitjean P. Honeine Veronika Cheplygina F. Abdallah SSeg MedIm 134 89 0 16 Nov 2020
Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction Haley G. Abramson D. Popescu R. Yu Changxin Lai J. Shade Katherine C. Wu Mauro Maggioni Natalia A. Trayanova 111 3 0 21 Oct 2020
Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters Sofie Tilborghs T. Dresselaers P. Claus J. Bogaert F. Maes 119 10 0 18 Oct 2020
Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information Lei Li V. Zimmer Wangbin Ding Fuping Wu Liqin Huang Julia A. Schnabel Xiahai Zhuang OOD MedIm 92 22 0 27 Aug 2020
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data Meng Ye Qiaoying Huang Dong Yang Pengxiang Wu Jingru Yi L. Axel Dimitris N. Metaxas 3DPC 108 17 0 18 Aug 2020
Multi-Modality Pathology Segmentation Framework: Application to Cardiac Magnetic Resonance Images Zhen Zhang Chenyu Liu Wangbin Ding Sihan Wang Chenhao Pei Mingjing Yang Liqin Huang 87 17 0 13 Aug 2020
AtrialJSQnet: A New Framework for Joint Segmentation and Quantification of Left Atrium and Scars Incorporating Spatial and Shape Information Lei Li V. Zimmer Julia A. Schnabel Xiahai Zhuang 81 45 0 11 Aug 2020
Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge Xiahai Zhuang Jiahang Xu Xinzhe Luo Chen Chen Cheng Ouyang ... Jiexiang Wang Xinghao Ding Xinyue Wang Sen Yang Lei Li 118 86 0 22 Jun 2020
A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis Xiaozhen Xie J. Niu Xuefeng Liu Zhengsu Chen Shaojie Tang Shui Yu 152 15 0 25 Apr 2020
Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation Neerav Karani Ertunc Erdil K. Chaitanya E. Konukoglu OOD 153 180 0 09 Apr 2020
Segmentation-based Method combined with Dynamic Programming for Brain Midline Delineation Shen Wang Kongming Liang Changzai Pan Chuyang Ye Xiuli Li Feng Liu Yizhou Yu Yizhou Wang 40 6 0 27 Feb 2020
Heart Segmentation From MRI Scans Using Convolutional Neural Network Shakeel Muhammad Ibrahim M. Ibrahim Muhammad Usman I. Naseem M. Moinuddin 43 3 0 21 Nov 2019
Deep learning for cardiac image segmentation: A review Chen Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 186 726 0 09 Nov 2019
Multi-sequence Cardiac MR Segmentation with Adversarial Domain Adaptation Network Jiexiang Wang Hongyu Huang Chaoqi Chen Wenao Ma Yue Huang Xinghao Ding OOD 116 22 0 28 Oct 2019
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI Víctor M. Campello Carlos Martín-Isla C. Izquierdo S. Petersen M. A. G. Ballester Karim Lekadir MedIm 85 34 0 03 Sep 2019
Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation Chen Chen Cheng Ouyang G. Tarroni Jo Schlemper Huaqi Qiu Wenjia Bai Daniel Rueckert MedIm 142 73 0 20 Aug 2019
Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN X. Tao Hongrong Wei Wufeng Xue Dong Ni MedIm 78 18 0 14 Aug 2019
Segmentation of MRI head anatomy using deep volumetric networks and multiple spatial priorsJournal of Medical Imaging (JMI), 2025 Lukas Hirsch Yu Huang Lucas C. Parra MedIm 227 9 0 24 May 2019