CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation

11 June 2018

Ziyue Xu

Papers citing "CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation"

23 / 73 papers shown

Title
High Resolution Millimeter Wave Imaging For Self-Driving Cars Junfeng Guan Sohrab Madani Suraj Jog Haitham Hassanieh 11 9 0 19 Dec 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 36 667 0 16 Oct 2019
Deep Esophageal Clinical Target Volume Delineation using Encoded 3D Spatial Context of Tumors, Lymph Nodes, and Organs At Risk D. Jin Dazhou Guo T. Ho Adam P. Harrison Jing Xiao C. Tseng Le Lu 3DPC 14 22 0 04 Sep 2019
Accurate Esophageal Gross Tumor Volume Segmentation in PET/CT using Two-Stream Chained 3D Deep Network Fusion D. Jin Dazhou Guo T. Ho Adam P. Harrison Jing Xiao C. Tseng Le Lu 3DPC 11 55 0 04 Sep 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 16 751 0 27 Aug 2019
Correlation via synthesis: end-to-end nodule image generation and radiogenomic map learning based on generative adversarial network Ziyue Xu Xiaosong Wang Hoo-Chang Shin D. Yang H. Roth Fausto Milletari Ling Zhang Daguang Xu MedIm GAN 13 11 0 08 Jul 2019
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection Changhee Han Yoshiro Kitamura Akira Kudo Akimichi Ichinose L. Rundo Yujiro Furukawa Kazuki Umemoto Yuanzhong Li Hideki Nakayama MedIm 11 116 0 12 Jun 2019
CT-To-MR Conditional Generative Adversarial Networks for Ischemic Stroke Lesion Segmentation Jonathan Rubin S. M. Abulnaga DiffM MedIm 11 19 0 30 Apr 2019
XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation Youbao Tang Yuxing Tang Jing Xiao Ronald M. Summers 17 119 0 19 Apr 2019
DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder Convolutional Neural Networks for Pulmonary Nodule Detection Yuemeng Li Yang Fan MedIm 3DPC 23 79 0 06 Apr 2019
Towards annotation-efficient segmentation via image-to-image translation Eugene Vorontsov Pavlo Molchanov Christopher Beckham Jan Kautz Samuel Kadoury MedIm 15 13 0 02 Apr 2019
Thickened 2D Networks for Efficient 3D Medical Image Segmentation Qihang Yu Yingda Xia Lingxi Xie Elliot K. Fishman Alan Yuille 3DPC MedIm 28 29 0 02 Apr 2019
Learning More with Less: GAN-based Medical Image Augmentation Changhee Han K. Murao Shiníchi Satoh Hideki Nakayama MedIm GAN 11 28 0 29 Mar 2019
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images Changhee Han K. Murao T. Noguchi Yusuke Kawata F. Uchiyama L. Rundo Hideki Nakayama Shiníchi Satoh MedIm 8 98 0 26 Feb 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
ULDor: A Universal Lesion Detector for CT Scans with Pseudo Masks and Hard Negative Example Mining Youbao Tang Ke Yan Yuxing Tang Jiamin Liu Jing Xiao Ronald M. Summers MedIm 57 60 0 18 Jan 2019
Class-Aware Adversarial Lung Nodule Synthesis in CT Images J. Yang Siqi Liu Sasa Grbic A. Setio Zhoubing Xu Eli Gibson G. Chabin Bogdan Georgescu Andrew F. Laine Dorin Comaniciu MedIm GAN 34 29 0 28 Dec 2018
Semi-supervised mp-MRI Data Synthesis with StitchLayer and Auxiliary Distance Maximization Zhiwei Wang Yi Lin K. Cheng Xin Yang MedIm 19 29 0 17 Dec 2018
Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition Siqi Liu Eli Gibson Sasa Grbic Zhoubing Xu A. Setio J. Yang Bogdan Georgescu Dorin Comaniciu DiffM MedIm 25 18 0 04 Dec 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,370 0 19 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 18 408 0 13 Sep 2018
Attention-Guided Curriculum Learning for Weakly Supervised Classification and Localization of Thoracic Diseases on Chest Radiographs Yuxing Tang Xiaosong Wang Adam P. Harrison Le Lu Jing Xiao Ronald M. Summers 6 153 0 19 Jul 2018
CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement Youbao Tang Jinzheng Cai Le Lu Adam P. Harrison Ke Yan Jing Xiao L. Yang Ronald M. Summers GAN MedIm 17 39 0 18 Jul 2018