Automatic airway segmentation from Computed Tomography using robust and
efficient 3-D convolutional neural networks

Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks

30 March 2021

Antonio Garcia-Uceda Juarez

M. de Bruijne

Papers citing "Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks"

15 / 15 papers shown

Title
Boundary-Emphasized Weight Maps for Distal Airway Segmentation Ali Keshavarzi Elsa Angelini 29 0 0 28 Feb 2025
Few-Shot Airway-Tree Modeling using Data-Driven Sparse Priors Ali Keshavarzi Elsa Angelini 19 0 0 05 Jul 2024
AeroPath: An airway segmentation benchmark dataset with challenging pathology Karen H Støverud D. Bouget André Pedersen H. O. Leira T. Langø E. F. Hofstad 56 6 0 02 Nov 2023
A data-centric deep learning approach to airway segmentation W. K. Cheung A. Pakzad N. Mogulkoc S. Needleman B. Rangelov ... S. Janes Yipeng Hu Daniel C. Alexander J. Hurst Joseph Jacob 49 7 0 29 Jul 2023
Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset Ziqiao Weng Jiancheng Yang Dongnan Liu Weidong (Tom) Cai 23 4 0 12 Jun 2023
Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation Minghui Zhang Yang Wu Hanxiao Zhang Yulei Qin Hao Zheng ... Raúl San José Estépar C. Espinosa Jiayuan Sun Guang-Zhong Yang Yun Gu 15 12 0 10 Mar 2023
Validated respiratory drug deposition predictions from 2D and 3D medical images with statistical shape models and convolutional neural networks Josh Williams Haavard Ahlqvist Alexander Cunningham Andrew Kirby I. Katz J. Fleming J. Conway Steve Cunningham A. Ozel U. Wolfram 11 4 0 02 Mar 2023
A CT-Based Airway Segmentation Using U $^2$ -net Trained by the Dice Loss Function Kunpeng Wang Yuexi Dong Yunpu Zeng Zhichun Ye Yang Wang 29 0 0 22 Sep 2022
Label Refinement Network from Synthetic Error Augmentation for Medical Image Segmentation Shuai Chen Antonio Garcia Uceda Jiahang Su Gijs van Tulder L. Wolff T. van Walsum Marleen de Bruijne MedIm 19 4 0 14 Sep 2022
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation Yang Nan Javier Del Ser Zeyu Tang Pen Tang Xiaodan Xing Yingying Fang Francisco Herrera Witold Pedrycz Simon Walsh Guang Yang 22 26 0 05 Sep 2022
Extraction of Pulmonary Airway in CT Scans Using Deep Fully Convolutional Networks Shaofeng Yuan MedIm 23 2 0 12 Aug 2022
Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives Hao Li Zeyu Tang Yang Nan Guang Yang 29 29 0 12 Jul 2022
NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline Andong Wang T. Tam Howard Poon K. Yu Wei-Ning Lee 16 27 0 08 Mar 2022
LTSP: Long-Term Slice Propagation for Accurate Airway Segmentation Yang Wu Minghui Zhang Weihao Yu Hao Zheng Jiasheng Xu Yun Gu 13 14 0 13 Feb 2022
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 337 10,621 0 19 Feb 2017