Pathological Pulmonary Lobe Segmentation from CT Images using
Progressive Holistically Nested Neural Networks and Random Walker

Pathological Pulmonary Lobe Segmentation from CT Images using Progressive Holistically Nested Neural Networks and Random Walker

15 August 2017

Adam P. Harrison

Ziyue Xu

ArXiv (abs)PDF HTML

Papers citing "Pathological Pulmonary Lobe Segmentation from CT Images using Progressive Holistically Nested Neural Networks and Random Walker"

9 / 9 papers shown

Title
Multi-task Semi-supervised Learning for Pulmonary Lobe Segmentation Jingnan Jia Z. Zhai M. E. Bakker Irene Hernández-Girón Marius Staring B. Stoel 54 6 0 22 Apr 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 121 347 0 28 Oct 2020
CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network S. Gerard J. Herrmann Y. Xin K. Martin E. Rezoagli ... M. Cereda Junfeng Guo Eric A. Hoffman David W. Kaczka J. Reinhardt 26 44 0 16 Oct 2020
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation Ali Hatamizadeh SSeg 57 3 0 23 Jun 2020
Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function B. Lassen-Schmidt Alessa Hering S. Krass H. Meine SSeg 13 6 0 29 May 2020
Efficient 3D Fully Convolutional Networks for Pulmonary Lobe Segmentation in CT Images Hoileong Lee Tahreema N. Matin F. Gleeson Vicente Grau 28 11 0 16 Sep 2019
Automated Segmentation of Pulmonary Lobes using Coordination-Guided Deep Neural Networks Wenjia Wang Junxuan Chen Jie Zhao Ying Chi Xuansong Xie Li Zhang Xiansheng Hua 52 25 0 19 Apr 2019
Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network A. Imran Ali Hatamizadeh Shilpa P. Ananth Xiaowei Ding Demetri Terzopoulos Nima Tajbakhsh 53 41 0 18 Feb 2019
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Marc Combalia João Paulo Papa 77 83 0 30 Dec 2018

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