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Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation in CT Scans

IEEE Transactions on Medical Imaging (TMI), 2020

16 April 2020

Weiyi Xie

Colin Jacobs

Jean-Paul Charbonnier

Bram van Ginneken

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Papers citing "Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation in CT Scans"

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Title
Bronchovascular Tree-Guided Weakly Supervised Learning Method for Pulmonary Segment Segmentation R. Zhao Zuopeng Tan Xiao Xue Longfei Zhao Bing Li ... Ran Xiao Sirong Piao Rui Zhao Qiqi Xu Wei Song 190 0 0 20 May 2025
PropSAM: A Propagation-Based Model for Segmenting Any 3D Objects in Multi-Modal Medical Images Zifan Chen Xinyu Nan Jiazheng Li Jie Zhao Haifeng Li ... Heyun Chen Yiting Liu Bin Dong Li Zhang L. Tang MedIm 109 2 0 25 Aug 2024
PnPNet: Pull-and-Push Networks for Volumetric Segmentation with Boundary Confusion Xin You Ming Ding Minghui Zhang Hanxiao Zhang Yi Yu Jie Yang Yun Gu 380 3 0 13 Dec 2023
Is attention all you need in medical image analysis? A reviewIEEE journal of biomedical and health informatics (IEEE JBHI), 2023 G. Papanastasiou Nikolaos Dikaios Jiahao Huang Chengjia Wang Guang Yang ViT MedIm 130 37 0 24 Jul 2023
Automatic lobe segmentation using attentive cross entropy and end-to-end fissure generationIEEE International Symposium on Biomedical Imaging (ISBI), 2023 Q. Su Na Wang Jiawen Xie Yinan Chen Xiaofan Zhang 50 1 0 24 Jul 2023
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data L. Boulogne Julian Lorenz Daniel Kienzle Robin Schon K. Ludwig ... C. Russ R. Ionasec Nikos Paragios Bram van Ginneken Marieke Dubois 116 4 0 18 Jun 2023
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2022 Liansheng Wang Jiacheng Wang Lei Zhu Huazhu Fu Ping Li Gary Cheng Zhipeng Feng Shuo Li Pheng-Ann Heng 89 25 0 10 Nov 2022
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway SegmentationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Yang Nan Javier Del Ser Zeyu Tang Pen Tang Xiaodan Xing D. C. Marshall Francisco Herrera Witold Pedrycz Simon Walsh Guang Yang 119 35 0 05 Sep 2022
Structure and position-aware graph neural network for airway labeling Weiyi Xie Colin Jacobs Jean-Paul Charbonnier Bram van Ginneken 70 12 0 12 Jan 2022
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention Guotai Wang Shuwei Zhai G. Lasio Baoshe Zhang B. Yi Shifeng Chen T. MacVittie Dimitris N. Metaxas Jinghao Zhou Shaoting Zhang MedIm 138 67 0 29 Sep 2021
Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade oftwo U-nets: training and assessment on multipledatasets using different annotation criteriaInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2021 Francesca Lizzi Abramo Agosti F. Brero R. F. Cabini M. Fantacci ... S. Piffer I. Postuma L. Rinaldi C. Talamonti A. Retico 81 18 0 06 May 2021
Automated Estimation of Total Lung Volume using Chest Radiographs and Deep LearningMedical Physics (Lancaster) (Med. Phys.), 2021 Ecem Sogancioglu K. Murphy E. Scholten L. Boulogne Mathias Prokop Bram van Ginneken 34 10 0 03 May 2021
Graph-based Pyramid Global Context Reasoning with a Saliency-aware Projection for COVID-19 Lung Infections SegmentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Huimin Huang Ming Cai Lanfen Lin Jing Zheng Xiongwei Mao ... Jianying Zhou Yutaro Iwamoto Xianhua Han Yenwei Chen Ruofeng Tong 108 13 0 07 Mar 2021
RCoNet: Deformable Mutual Information Maximization and High-order Uncertainty-aware Learning for Robust COVID-19 DetectionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Shunjie Dong Qianqian Yang Yu Fu Mei Tian Cheng Zhuo OOD 89 43 0 22 Feb 2021
D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism Xiangyu Zhao Peng Zhang Fan Song Guangda Fan Yangyang Sun Yujia Wang Zheyuan Tian Luqi Zhang Guanglei Zhang MedIm 115 15 0 10 Feb 2021
Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection SegmentationIEEE journal of biomedical and health informatics (JBHI), 2020 Yichi Zhang Qingcheng Liao Lin Yuan He Zhu Jiezhen Xing Jicong Zhang 215 24 0 31 Dec 2020
Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, JapanMedical Image Analysis (MedIA), 2020 Dong Yang Ziyue Xu Wenqi Li Andriy Myronenko H. Roth ... Hitoshi Mori K. Tamura P. An Bradford J. Wood Daguang Xu OOD FedML 151 56 0 23 Nov 2020
Improving Automated COVID-19 Grading with Convolutional Neural Networks in Computed Tomography Scans: An Ablation Study Coen de Vente L. Boulogne K. V. Venkadesh Cheryl Sital Nikolas Lessmann Colin Jacobs C. Sánchez Bram van Ginneken 90 14 0 21 Sep 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promisesProceedings of the IEEE (Proc. IEEE), 2020 S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 272 722 0 02 Aug 2020
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients Sofie Tilborghs Ine Dirks Lucas Fidon S. Willems Tom Eelbode ... D. Robben D. Smeets F. Maes Jef Vandemeulebroucke P. Suetens OOD 131 28 0 29 Jul 2020
COVID-19 CT Image Synthesis with a Conditional Generative Adversarial NetworkIEEE journal of biomedical and health informatics (JBHI), 2020 Yifan Jiang Han Chen Murray H. Loew Hanseok Ko DiffM MedIm 189 138 0 29 Jul 2020
Joint Prediction and Time Estimation of COVID-19 Developing Severe Symptoms using Chest CT Scan Xiaofeng Zhu Bin Song F. Shi Yanbo Chen Rongyao Hu ... Man Li Liye Wang Yaozong Gao F. Shan Dinggang Shen 117 66 0 07 May 2020
SenseCare: A Research Platform for Medical Image Informatics and Interactive 3D VisualizationFrontiers in Radiology (Front. Radiol.), 2020 Qi Duan Guotai Wang Rui Wang Chaohao Fu Xinjun Li ... Xinglong Liu Qing Xia Zhiqiang Hu Ning Huang Shaoting Zhang 147 22 0 03 Apr 2020