Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Learning Image Labels On-the-fly for Training Robust Classification Models

Oct 02, 2020
Xiaosong Wang, Ziyue Xu, Dong Yang, Leo Tam, Holger Roth, Daguang Xu

* v2: Minor Corrections 

  Access Paper or Ask Questions

Going to Extremes: Weakly Supervised Medical Image Segmentation

Sep 25, 2020
Holger R Roth, Dong Yang, Ziyue Xu, Xiaosong Wang, Daguang Xu

* 13 pages, 6 figures, 1 table 

  Access Paper or Ask Questions

ScribbleBox: Interactive Annotation Framework for Video Object Segmentation

Aug 22, 2020
Bowen Chen, Huan Ling, Xiaohui Zeng, Gao Jun, Ziyue Xu, Sanja Fidler


  Access Paper or Ask Questions

GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-tuning for Alzheimer's Disease Diagnosis from MRI

Aug 10, 2020
Hoo-Chang Shin, Alvin Ihsani, Ziyue Xu, Swetha Mandava, Sharath Turuvekere Sreenivas, Christopher Forster, Jiook Cha, Alzheimer's Disease Neuroimaging Initiative

* Accepted for publication at the MICCAI 2020 conference 

  Access Paper or Ask Questions

LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation

Jun 26, 2020
Wentao Zhu, Can Zhao, Wenqi Li, Holger Roth, Ziyue Xu, Daguang Xu

* MICCAI 2020 Early Accepted paper. Code is available\footnote{https://monai.io/research/lamp-automated-model-parallelism

  Access Paper or Ask Questions

Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation

Jun 10, 2020
Dong Yang, Holger Roth, Ziyue Xu, Fausto Milletari, Ling Zhang, Daguang Xu

* Published at MICCAI 2019 
* 9 pages, 1 figures 

  Access Paper or Ask Questions

Enhancing Foreground Boundaries for Medical Image Segmentation

May 29, 2020
Dong Yang, Holger Roth, Xiaosong Wang, Ziyue Xu, Andriy Myronenko, Daguang Xu


  Access Paper or Ask Questions

Capsules for Biomedical Image Segmentation

Apr 09, 2020
Rodney LaLonde, Ziyue Xu, Sanjay Jain, Ulas Bagci

* Extension of the non-archival Capsules of Object Segmentation with experiments on both clinical and pre-clinical pathological lung segmentation. arXiv admin note: substantial text overlap with arXiv:1804.04241 

  Access Paper or Ask Questions

When Radiology Report Generation Meets Knowledge Graph

Feb 19, 2020
Yixiao Zhang, Xiaosong Wang, Ziyue Xu, Qihang Yu, Alan Yuille, Daguang Xu


  Access Paper or Ask Questions

NeurReg: Neural Registration and Its Application to Image Segmentation

Oct 04, 2019
Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu

* WACV 2020 first round early accept; supplementary https://drive.google.com/file/d/1kzTLQn8cpoQNAYWUDJMtN5HcqhbWbl7G/view?usp=sharing; code will be released soon under NVIDIA open source; demos https://www.youtube.com/watch?v=GYLD7t7dSAg&t=3s 

  Access Paper or Ask Questions

Cardiac Segmentation of LGE MRI with Noisy Labels

Oct 02, 2019
Holger Roth, Wentao Zhu, Dong Yang, Ziyue Xu, Daguang Xu

* Accepted at the MICCAI Workshop Statistical Atlases and Computational Modeling of the Heart (STACOM), MS-CMRSeg 2019: Multi-sequence Cardiac MR Segmentation Challenge, Shenzen, China 

  Access Paper or Ask Questions

Weakly supervised segmentation from extreme points

Oct 02, 2019
Holger Roth, Ling Zhang, Dong Yang, Fausto Milletari, Ziyue Xu, Xiaosong Wang, Daguang Xu

* Accepted at the MICCAI Workshop for Large-scale Annotation of Biomedical data and Expert Label Synthesis, Shenzen, China, 2019 

  Access Paper or Ask Questions

Correlation via synthesis: end-to-end nodule image generation and radiogenomic map learning based on generative adversarial network

Jul 08, 2019
Ziyue Xu, Xiaosong Wang, Hoo-Chang Shin, Dong Yang, Holger Roth, Fausto Milletari, Ling Zhang, Daguang Xu


  Access Paper or Ask Questions

When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation

Jun 12, 2019
Ling Zhang, Xiaosong Wang, Dong Yang, Thomas Sanford, Stephanie Harmon, Baris Turkbey, Holger Roth, Andriy Myronenko, Daguang Xu, Ziyue Xu

* 9 pages, 3 figure 

  Access Paper or Ask Questions

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

Apr 01, 2019
Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser, Rutger Heinen, Simon Andermatt, Mariana Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso, Adri脿 Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Llad贸, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, S茅bastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Elodie Puybareau, Leticia Rittner, Carole H. Sudre, Sergi Valverde, Ver贸nica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Christopher Chen, Wiesje van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels

* Accepted for publication in IEEE Transactions on Medical Imaging 

  Access Paper or Ask Questions

Interactive segmentation of medical images through fully convolutional neural networks

Mar 19, 2019
Tomas Sakinis, Fausto Milletari, Holger Roth, Panagiotis Korfiatis, Petro Kostandy, Kenneth Philbrick, Zeynettin Akkus, Ziyue Xu, Daguang Xu, Bradley J. Erickson


  Access Paper or Ask Questions

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

Jun 11, 2018
Dakai Jin, Ziyue Xu, Youbao Tang, Adam P. Harrison, Daniel J. Mollura

* MICCAI 2018 

  Access Paper or Ask Questions

White matter hyperintensity segmentation from T1 and FLAIR images using fully convolutional neural networks enhanced with residual connections

Mar 19, 2018
Dakai Jin, Ziyue Xu, Adam P. Harrison, Daniel J. Mollura

* IEEE International Symposium on Biomedical Imaging (ISBI) 

  Access Paper or Ask Questions

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

Aug 15, 2017
Kevin George, Adam P. Harrison, Dakai Jin, Ziyue Xu, Daniel J. Mollura


  Access Paper or Ask Questions

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

Jun 12, 2017
Adam P. Harrison, Ziyue Xu, Kevin George, Le Lu, Ronald M. Summers, Daniel J. Mollura

* Proc. MICCAI (2017); pp 621-629 
* 8 Pages, 4 figures, MICCAI 2007 

  Access Paper or Ask Questions

Holistic Interstitial Lung Disease Detection using Deep Convolutional Neural Networks: Multi-label Learning and Unordered Pooling

Jan 19, 2017
Mingchen Gao, Ziyue Xu, Le Lu, Adam P. Harrison, Ronald M. Summers, Daniel J. Mollura


  Access Paper or Ask Questions

Characterization of Lung Nodule Malignancy using Hybrid Shape and Appearance Features

Sep 21, 2016
Mario Buty, Ziyue Xu, Mingchen Gao, Ulas Bagci, Aaron Wu, Daniel J. Mollura

* Accepted to MICCAI 2016 

  Access Paper or Ask Questions

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Feb 10, 2016
Hoo-Chang Shin, Holger R. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, Daniel Mollura, Ronald M. Summers


  Access Paper or Ask Questions

CIDI-Lung-Seg: A Single-Click Annotation Tool for Automatic Delineation of Lungs from CT Scans

Jul 11, 2014
Awais Mansoor, Ulas Bagci, Brent Foster, Ziyue Xu, Deborah Douglas, Jeffrey M. Solomon, Jayaram K. Udupa, Daniel J. Mollura

* 4 pages, 6 figures; to appear in the proceedings of 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2014) 

  Access Paper or Ask Questions