Progressive and Multi-Path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images

12 June 2017

Ziyue Xu

Papers citing "Progressive and Multi-Path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images"

22 / 22 papers shown

Title
COVID-VR: A Deep Learning COVID-19 Classification Model Using Volume-Rendered Computer Tomography N. M. L. Romero Ricco Vasconcellos M. R. Mendoza J. Comba 26 0 0 02 Aug 2023
AutoPaint: A Self-Inpainting Method for Unsupervised Anomaly Detection M. Astaraki F. Benetti Yousef Yeganeh I. Toma-Dasu Orjan Smedby Chunliang Wang Nassir Navab T. Wendler 17 6 0 21 May 2023
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19 Liansheng Wang Jiacheng Wang Lei Zhu Huazhu Fu Ping Li Gary Cheng Zhipeng Feng Shuo Li Pheng-Ann Heng 30 23 0 10 Nov 2022
SAME: Deformable Image Registration based on Self-supervised Anatomical Embeddings Fengze Liu K. Yan Adam P. Harrison Dazhou Guo Le Lu ... Lingyun Huang Guotong Xie Jing Xiao X. Ye D. Jin 17 32 0 23 Sep 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 26 325 0 28 Oct 2020
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans Paschalis A. Bizopoulos N. Vretos P. Daras 30 17 0 10 Sep 2020
User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation Ashwin Raju Zhanghexuan Ji Chi-Tung Cheng Jinzheng Cai Junzhou Huang Jing Xiao Le Lu Chien-Hung Liao Adam P. Harrison 36 13 0 05 Sep 2020
A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images I. Laradji Pau Rodríguez López Frederic Branchaud-Charron Keegan Lensink Parmida Atighehchian William Parker David Vazquez Derek Nowrouzezahrai 33 19 0 07 Jul 2020
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation Ali Hatamizadeh SSeg 29 3 0 23 Jun 2020
Detecting Scatteredly-Distributed, Small, andCritically Important Objects in 3D OncologyImaging via Decision Stratification Zhuotun Zhu K. Yan D. Jin Jinzheng Cai T. Ho ... Chun-Hung Chao X. Ye Jing Xiao Alan Yuille Le Lu 25 10 0 27 May 2020
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans Fengze Liu Jinzheng Cai Yuankai Huo Chi-Tung Cheng Ashwin Raju ... Jing Xiao Alan Yuille Le Lu Chien-Hung Liao Adam P. Harrison 3DV 29 21 0 25 May 2020
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search Dazhou Guo D. Jin Zhuotun Zhu T. Ho Adam P. Harrison Chun-Hung Chao Jing Xiao Alan Yuille Chien-Yu Lin Le Lu 22 59 0 17 Apr 2020
Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem J. Hofmanninger F. Prayer Jeanny Pan Sebastian Rohrich H. Prosch Georg Langs 35 46 0 31 Jan 2020
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 27 19 0 05 Aug 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 26 200 0 15 Feb 2019
Joint Vertebrae Identification and Localization in Spinal CT Images by Combining Short- and Long-Range Contextual Information Haofu Liao A. Mesfin Jiebo Luo 30 85 0 09 Dec 2018
Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST Jinzheng Cai Youbao Tang Le Lu Adam P. Harrison Ke Yan Jing Xiao L. Yang Ronald M. Summers MedIm 3DV 63 63 0 02 Jul 2018
CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation D. Jin Ziyue Xu Youbao Tang Adam P. Harrison D. Mollura MedIm 55 185 0 11 Jun 2018
Extracting Lungs from CT Images using Fully Convolutional Networks J. H. Alves Pedro Martins Moreira Neto L. F. Oliveira 9 12 0 27 Apr 2018
Semi-Supervised Multi-Organ Segmentation via Deep Multi-Planar Co-Training Yuyin Zhou Yan Wang Peng Tang S. Bai Wei Shen Elliot K. Fishman Alan Yuille 22 129 0 07 Apr 2018
A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin Alican Bozkurt Kivanc Kose C. Alessi-Fox M. Gill Dana H. Brooks Jennifer G. Dy M. Rajadhyaksha 33 25 0 05 Feb 2018
Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation H. Roth Le Lu Nathan S. Lay Adam P. Harrison A. Farag Andrew Sohn Ronald M. Summers 31 285 0 31 Jan 2017