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An application of cascaded 3D fully convolutional networks for medical image segmentation

14 March 2018

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Papers citing "An application of cascaded 3D fully convolutional networks for medical image segmentation"

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Title
Leveraging Auxiliary Classification for Rib Fracture Segmentation Harini G. Aiman Farooq Deepak Mishra 68 1 0 14 Nov 2024
Autoregressive Sequence Modeling for 3D Medical Image Representation Siwen Wang Churan Wang Fei Gao Lixian Su Fandong Zhang Yizhou Wang Yizhou Yu MedIm 127 1 0 13 Sep 2024
Large Language Model-Augmented Auto-Delineation of Treatment Target Volume in Radiation Therapy Praveenbalaji Rajendran Yong Yang Thomas R. Niedermayr Michael Gensheimer Beth Beadle Quynh Le Lei Xing Xianjin Dai 77 2 0 10 Jul 2024
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning Zheyuan Zhang Elif Keles Gorkem Durak Yavuz Taktak Onkar Susladkar ... Cemal Yazici T. Tirkes Baris Turkbey Michael B. Wallace Ulas Bagci OOD 94 0 0 20 May 2024
Brain Tumor Segmentation Based on Deep Learning, Attention Mechanisms, and Energy-Based Uncertainty Prediction Zachary Schwehr Sriman Achanta 77 3 0 31 Dec 2023
Deep Learning for Vascular Segmentation and Applications in Phase Contrast Tomography Imaging Ekin Yagis S. Aslani Yashvardhan Jain Yang Zhou Shahrokh Rahmani ... M. Ackermann D. Jonigk Paul Tafforeau Peter D Lee Claire L. Walsh 75 4 0 22 Nov 2023
Transfer learning from a sparsely annotated dataset of 3D medical images Gabriel Efrain Humpire-Mamani Colin Jacobs Mathias Prokop Bram van Ginneken Nikolas Lessmann 39 0 0 08 Nov 2023
Ensemble Methods for Multi-Organ Segmentation in CT Series L. Crespi P. Roncaglioni D. Dei C. Franzese N. Lambri Daniele Loiacono P. Mancosu M. Scorsetti 24 0 0 31 Mar 2023
CTG-Net: An Efficient Cascaded Framework Driven by Terminal Guidance Mechanism for Dilated Pancreatic Duct Segmentation Liwen Zou Zhen-zhai Cai Y. Qiu Luying Gui L. Mao Xiaoping Yang MedIm 62 6 0 06 Mar 2023
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation Shiman Li Haoran Wang Yucong Meng Chenxi Zhang Zhijian Song 116 7 0 07 Feb 2023
MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery Duowen Chen Yunhao Bai Wei Shen Qingli Li Lequan Yu Yan Wang 47 27 0 29 Dec 2022
Few-shot Medical Image Segmentation with Cycle-resemblance Attention Hao Ding Changchang Sun Hao Tang Dawen Cai Yan Yan 76 48 0 07 Dec 2022
Cutting-Splicing data augmentation: A novel technology for medical image segmentation Lianting Hu Huiying Liang Jiajie Tang Xin Li Li Huang Long Lu 28 1 0 17 Oct 2022
Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks Samra Irshad D. Gomes S. T. Kim 49 14 0 09 Oct 2022
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets Benjamin Billot C. Magdamo You Cheng S. Arnold Sudeshna Das Juan Eugenio Iglesias 90 108 0 05 Sep 2022
A New Probabilistic V-Net Model with Hierarchical Spatial Feature Transform for Efficient Abdominal Multi-Organ Segmentation Minfeng Xu Heng Guo Jianfeng Zhang K. Yan Le Lu 40 5 0 02 Aug 2022
Large-Kernel Attention for 3D Medical Image Segmentation Hao Li Yang Nan Javier Del Ser Guang Yang MedIm 71 28 0 19 Jul 2022
Immunofluorescence Capillary Imaging Segmentation: Cases Study Runpeng Hou Ziyuan Ye Cheng-Hsun Yang Linhao Fu Chao Liu Quanying Liu 27 0 0 14 Jul 2022
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation Yuanfeng Ji Haotian Bai Jie Yang Chongjian Ge Ye Zhu ... Zhuguo Li Lingyan Zhang Wanling Ma Xiang Wan Ping Luo OOD 106 324 0 16 Jun 2022
Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware Segmentation Ho Hin Lee Yucheng Tang Riqiang Gao Qi Yang Xin Yu Shunxing Bao J. Terry J. Carr Yuankai Huo Bennett A. Landman 41 1 0 12 May 2022
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection Arshi Parvaiz Muhammad Anwaar Khalid Rukhsana Zafar Huma Ameer M. Ali M. Fraz MedIm 79 63 0 29 Mar 2022
Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no Retraining Benjamin Billot Magdamo Colin S. Arnold Sudeshna Das Juan Eugenio Iglesias OOD 103 11 0 03 Mar 2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification Jian Wu Wanli Liu Chen Li Tao Jiang Islam Mohammad Shariful Hongzan Sun Xiaoqi Li Xintong Li Xinyu Huang M. Grzegorzek SSeg 3DV 83 13 0 14 Feb 2022
COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty M. Oda Tong Zheng Y. Hayashi Y. Otake M. Hashimoto T. Akashi S. Aoki K. Mori 55 1 0 09 Jan 2022
Recurrent Feature Propagation and Edge Skip-Connections for Automatic Abdominal Organ Segmentation Zefan Yang Di Lin Dong Ni Yi Wang MedIm 62 7 0 02 Jan 2022
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data Christoph Reich Tim Prangemeier Ozdemir Cetin Heinz Koeppl 68 12 0 20 Oct 2021
OARnet: Automated organs-at-risk delineation in Head and Neck CT images M. H. Soomro H. Nourzadeh Victor G. L. Alves W. Choi J. Siebers 13 1 0 31 Aug 2021
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey S. Niyas S. Pawan Anand Kumar Jeny Rajan MedIm 94 91 0 19 Aug 2021
Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction Yan Wang Peng Tang Yuyin Zhou Wei Shen Elliot K. Fishman Alan Yuille MedIm 50 24 0 31 May 2021
Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientations Ayman Al-Kababji F. Bensaali S. Dakua Yassine Himeur 68 23 0 10 Mar 2021
Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor Segmentation K. R. M. Fernando Cris P Tsokos 65 54 0 09 Mar 2021
Deep Learning Based 3D Segmentation: A Survey Yong-xing He Hongshan Yu Xiao-Yang Liu Zhengeng Yang Wei Sun Ajmal Mian 3DPC 128 71 0 09 Mar 2021
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Jun Ma Yao Zhang Song Gu Cheng Zhu Cheng Ge ... Shangqing Liu Yunpeng Wang Yuhui Li Jian He Xiaoping Yang SSeg OOD 121 346 0 28 Oct 2020
Automatic Segmentation, Localization, and Identification of Vertebrae in 3D CT Images Using Cascaded Convolutional Neural Networks Naoto Masuzawa Yoshiro Kitamura Keigo Nakamura S. Iizuka E. Simo-Serra 3DPC 42 17 0 29 Sep 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 215 649 0 02 Aug 2020
3D Deep Learning on Medical Images: A Review S. Singh Lipo Wang Sukrit Gupta Haveesh Goli P. Padmanabhan Balázs Gulyás MedIm 125 435 0 01 Apr 2020
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation Maryam Asadi-Aghbolaghi Reza Azad M. Fathy Sergio Escalera SSeg 130 61 0 10 Mar 2020
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning S. Devalla T. Pham S. Panda Zhang Liang Giridhar Subramanian ... L. Schmetterer S. Perera Tin Aung Alexandre Hoang Thiery M. Girard 65 29 0 22 Feb 2020
Deep Learning in Multi-organ Segmentation Y. Lei Yabo Fu Tonghe Wang Richard L. J. Qiu W. Curran Tian-xing Liu Xiaofeng Yang SSeg 57 32 0 28 Jan 2020
Synthetic vascular structure generation for unsupervised pre-training in CTA segmentation tasks Nil Stolt Ansó 21 2 0 02 Jan 2020
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction Xi Fang Pingkun Yan SSeg 78 178 0 01 Jan 2020
Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation Chaowei Fang Guanbin Li Changzai Pan Yiming Li Yizhou Yu MedIm 49 38 0 23 Nov 2019
Deep Mouse: An End-to-end Auto-context Refinement Framework for Brain Ventricle and Body Segmentation in Embryonic Mice Ultrasound Volumes Tongda Xu Ziming Qiu William Das Chuiyu Wang Jack Langerman ... O. Aristizábal J. Mamou D. Turnbull J. Ketterling Yao Wang 13 8 0 20 Oct 2019
Vertebrae Detection and Localization in CT with Two-Stage CNNs and Dense Annotations James McCouat Ben Glocker 3DPC 39 12 0 14 Oct 2019
Precise Estimation of Renal Vascular Dominant Regions Using Spatially Aware Fully Convolutional Networks, Tensor-Cut and Voronoi Diagrams Chenglong Wang H. Roth T. Kitasaka M. Oda Y. Hayashi Y. Yoshino Tokunori Yamamoto N. Sassa M. Goto K. Mori 42 19 0 05 Aug 2019
Pancreas segmentation with probabilistic map guided bi-directional recurrent UNet Jun Li Xiaozhu Lin Hui Che Hao Li Xiaohua Qian SSeg 86 43 0 03 Mar 2019
A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation Hao Li Jun Yu Li Xiaozhu Lin Xiaohua Qian 42 10 0 03 Mar 2019
CT organ segmentation using GPU data augmentation, unsupervised labels and IOU loss Blaine Rister Darvin Yi K. Shivakumar Tomomi W. Nobashi D. Rubin OOD 49 11 0 27 Nov 2018
Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks Cides S. Bezerra Rayson Laroca D. Lucio E. Severo L. F. Oliveira A. Britto David Menotti GAN 62 31 0 04 Sep 2018
Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation D. Lucio Rayson Laroca E. Severo A. Britto David Menotti GAN MedIm 77 29 0 22 Jun 2018