NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway
Segmentation Pipeline

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NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline

8 March 2022

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Papers citing "NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline"

18 / 18 papers shown

Title
Differentiable Topology-Preserved Distance Transform for Pulmonary Airway Segmentation Minghui Zhang Guangyao Yang Yun Gu 52 5 0 17 Sep 2022
LTSP: Long-Term Slice Propagation for Accurate Airway Segmentation Yang Wu Minghui Zhang Weihao Yu Hao Zheng Jiasheng Xu Yun Gu 33 14 0 13 Feb 2022
BREAK: Bronchi Reconstruction by gEodesic transformation And sKeleton embedding Weihao Yu Hao Zheng Minghui Zhang Hanxiao Zhang Jiayuan Sun J. Yang 50 20 0 29 Jan 2022
FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation Minghui Zhang Xin Yu Hanxiao Zhang Hao Zheng Weihao Yu Hong Pan Xiang-Ran Cai Yun Gu 3DPC 42 21 0 07 Sep 2021
Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks Antonio Garcia-Uceda Juarez R. Selvan Z. Saghir H. Tiddens M. de Bruijne 3DV 50 46 0 30 Mar 2021
Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT Yulei Qin Hao Zheng Yun Gu Xiaolin Huang Jie Yang Lihui Wang Feng Yao Y. Zhu Guang-Zhong Yang 44 75 0 10 Dec 2020
Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data Colin Wei Kendrick Shen Yining Chen Tengyu Ma SSL 104 232 0 07 Oct 2020
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 240 436 0 09 Mar 2020
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps Yuan Xue Hui Tang Zhi Qiao G. Gong Yong Yin Zhen Qian Chao Huang Wei Fan Xiaolei Huang MedIm 70 128 0 09 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 556 42,639 0 03 Dec 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 315 2,393 0 11 Nov 2019
A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs Antonio Garcia-Uceda Juarez Raghavendra Selvan Z. Saghir Marleen de Bruijne 52 72 0 22 Aug 2019
AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks Yulei Qin Mingjian Chen Hao Zheng Yun Gu Mali Shen J. Yang Xiaolin Huang Y. Zhu Guang-Zhong Yang 38 70 0 16 Jul 2019
Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images Jo Schlemper Ozan Oktay M. Schaap M. Heinrich Bernhard Kainz Ben Glocker Daniel Rueckert MedIm 80 1,471 0 22 Aug 2018
Automatic Airway Segmentation in chest CT using Convolutional Neural Networks Antonio Garcia-Uceda Juarez H. Tiddens M. de Bruijne 52 61 0 14 Aug 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 427 26,568 0 05 Sep 2017
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 160 6,556 0 21 Jun 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 248 8,722 0 15 Jun 2016