ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases

5 May 2017

Xiaosong Wang

Papers citing "ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases"

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Title
Pathology Extraction from Chest X-Ray Radiology Reports: A Performance Study MD Tahsin Mostafiz Khalid Ashraf 28 6 0 06 Dec 2018
XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasets Joseph Aylett-Bullock C. Cuesta-Lázaro Arnau Quera-Bofarull 27 101 0 03 Dec 2018
A multi-task deep learning model for the classification of Age-related Macular Degeneration Qingyu Chen Yifan Peng T. Keenan S. Dharssi Elvira Agrón W. Wong E. Chew Zhiyong Lu BDL MedIm 29 45 0 02 Dec 2018
Leveraging Deep Stein's Unbiased Risk Estimator for Unsupervised X-ray Denoising Fahad Shamshad Muhammad Awais Muhammad Asim Z. Lodhi Muhammad Umair Ali Ahmed 14 2 0 29 Nov 2018
General-to-Detailed GAN for Infrequent Class Medical Images Tatsuki Koga Naoki Nonaka Jun Sakuma J. Seita GAN MedIm 13 2 0 28 Nov 2018
Pneumonia Detection in Chest Radiographs The DeepRadiology Team 6 18 0 21 Nov 2018
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI Jure Zbontar Florian Knoll Anuroop Sriram Tullie Murrell Zhengnan Huang ... Erich Owens C. L. Zitnick M. Recht D. Sodickson Yvonne W. Lui OOD 11 827 0 21 Nov 2018
Unsupervised Multimodal Representation Learning across Medical Images and Reports T. Hsu W. Weng Willie Boag Matthew B. A. McDermott Peter Szolovits SSL 25 35 0 21 Nov 2018
DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographs Yifan Peng S. Dharssi Qingyu Chen T. Keenan Elvira Agrón W. Wong E. Chew Zhiyong Lu MedIm 11 263 0 19 Nov 2018
Deep Learning for Automated Classification of Tuberculosis-Related Chest X-Ray: Dataset Specificity Limits Diagnostic Performance Generalizability S. Sathitratanacheewin K. Pongpirul 18 10 0 13 Nov 2018
SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images Han Liu Lei Wang Y. Nan F. Jin Qi Wang J. Pu 104 94 0 30 Oct 2018
Generation of Virtual Dual Energy Images from Standard Single-Shot Radiographs using Multi-scale and Conditional Adversarial Network Bo Zhou Xunyu Lin B. Eck Jun Hou D. Wilson MedIm 11 22 0 22 Oct 2018
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks Haoming Lin Yuyang Hu Siping Chen Jianhua Yao Ling Zhang 14 87 0 14 Oct 2018
Lung Structures Enhancement in Chest Radiographs via CT based FCNN Training Ophir Gozes H. Greenspan MedIm 14 15 0 14 Oct 2018
A Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound Micha Feigin-Almon Daniel Freedman B. Anthony SyDa MedIm 11 86 0 30 Sep 2018
Weakly-Supervised Localization and Classification of Proximal Femur Fractures Amelia Jiménez-Sánchez Anees Kazi Shadi Albarqouni S. Kirchhoff Alexandra Sträter P. Biberthaler Diana Mateus Nassir Navab 11 6 0 27 Sep 2018
Pre and Post-hoc Diagnosis and Interpretation of Malignancy from Breast DCE-MRI Gabriel Maicas A. Bradley Jacinto C. Nascimento Ian Reid G. Carneiro 17 26 0 25 Sep 2018
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images Chengsheng Mao Yiheng Pan Zexian Zeng Liang Yao Yuan Luo MedIm 16 32 0 20 Sep 2018
Guiding the Creation of Deep Learning-based Object Detectors Ángela Casado Jónathan Heras ObjD VLM 13 4 0 06 Sep 2018
Bimodal network architectures for automatic generation of image annotation from text Mehdi Moradi Ali Madani Yaniv Gur Yufan Guo T. Syeda-Mahmood 9 20 0 05 Sep 2018
Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images S. Sedai Dwarikanath Mahapatra Z. Ge R. Chakravorty R. Garnavi SSL 14 40 0 22 Aug 2018
Dynamic Routing on Deep Neural Network for Thoracic Disease Classification and Sensitive Area Localization Yan Shen Mingchen Gao MedIm 38 52 0 17 Aug 2018
Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model Chao-Han Huck Yang Fangyu Liu Jia-Hong Huang Meng Tian Hiromasa Morikawa I-Hung Lin Yi-Chieh Liu Hao-Hsiang Yang Jesper N. Tegnér 14 18 0 16 Aug 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 14 153 0 19 Jul 2018
Fully Convolutional Pixel Adaptive Image Denoiser Sungmin Cha Taesup Moon 8 51 0 19 Jul 2018
Can Artificial Intelligence Reliably Report Chest X-Rays?: Radiologist Validation of an Algorithm trained on 2.3 Million X-Rays Preetham Putha M. Tadepalli B. Reddy T. Raj Justy Antony Chiramal ... KS Manjunath Sundeep Reddivari Ammar Jagirdar Pooja Rao Prashant Warier MedIm 11 25 0 19 Jul 2018
Longitudinal detection of radiological abnormalities with time-modulated LSTM Ruggiero Santeramo S. Withey Giovanni Montana 25 33 0 16 Jul 2018
Weakly Supervised Deep Learning for Thoracic Disease Classification and Localization on Chest X-rays Chaochao Yan Jiawen Yao Ruoyu Li Zheng Xu Junzhou Huang 22 118 0 16 Jul 2018
ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography Hongyu Wang Yong-quan Xia 26 106 0 09 Jul 2018
Vulnerability Analysis of Chest X-Ray Image Classification Against Adversarial Attacks Saeid Asgari Taghanaki A. Das Ghassan Hamarneh MedIm 35 52 0 09 Jul 2018
A Weakly Supervised Adaptive DenseNet for Classifying Thoracic Diseases and Identifying Abnormalities Bo Zhou Yuemeng Li Jiangcong Wang MedIm 34 26 0 03 Jul 2018
Confounding variables can degrade generalization performance of radiological deep learning models J. Zech Marcus A. Badgeley Manway Liu A. Costa J. Titano Eric K. Oermann OOD 6 1,152 0 02 Jul 2018
Towards Radiologist-Level Accurate Deep Learning System for Pulmonary Screening Mrinal Haloi K. Rajalakshmi Pradeep Walia LM&MA MedIm 22 14 0 25 Jun 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 57 185 0 11 Jun 2018
Robust Tumor Localization with Pyramid Grad-CAM Sungmin Lee Jangho Lee Jungbeom Lee Chul-Kee Park Sungroh Yoon MedIm 13 31 0 29 May 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric Xing MedIm 13 327 0 21 May 2018
Multi-label Classification of Surgical Tools with Convolutional Neural Networks J. Prellberg Oliver Kramer 22 8 0 15 May 2018
Large Scale Automated Reading of Frontal and Lateral Chest X-Rays using Dual Convolutional Neural Networks Jonathan Rubin Deepan Sanghavi Claire Zhao Kathy Lee Ashequl Qadir M. Xu-Wilson MedIm 14 84 0 20 Apr 2018
Adversarial Attacks Against Medical Deep Learning Systems S. G. Finlayson Hyung Won Chung I. Kohane Andrew L. Beam SILM AAML OOD MedIm 22 229 0 15 Apr 2018
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions L. Yao Jordan Prosky Eric Poblenz Ben Covington Kevin Lyman 26 120 0 21 Mar 2018
Development and Validation of Deep Learning Algorithms for Detection of Critical Findings in Head CT Scans Sasank Chilamkurthy Rohit Ghosh Swetha Tanamala Mustafa Biviji N. Campeau V. Venugopal V. Mahajan Pooja Rao Prashant Warier 13 103 0 13 Mar 2018
Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks Sebastian Gündel Sasa Grbic Bogdan Georgescu S. Kevin Zhou L. Ritschl A. Meier Dorin Comaniciu 22 192 0 12 Mar 2018
Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification Ivo M. Baltruschat H. Nickisch M. Grass T. Knopp A. Saalbach 26 378 0 06 Mar 2018
Abnormality Detection in Mammography using Deep Convolutional Neural Networks Pengcheng Xi Chang Shu R. Goubran MedIm 27 97 0 05 Mar 2018
Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification Q. Guan Yaping Huang Zhun Zhong Zhedong Zheng Liang Zheng Yi Yang 13 258 0 30 Jan 2018
TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-rays Xiaosong Wang Yifan Peng Le Lu Zhiyong Lu Ronald M. Summers MedIm 38 462 0 12 Jan 2018
Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer Yuri G. Gordienko Peng Gang Jiang Hui Wei Zeng Yuriy Kochura Oleg Alienin Oleksandr Rokovyi S. Stirenko 15 186 0 20 Dec 2017
NegBio: a high-performance tool for negation and uncertainty detection in radiology reports Yifan Peng Xiaosong Wang Le Lu M. Bagheri Ronald M. Summers Zhiyong Lu MedIm UQCV 11 197 0 16 Dec 2017
Deep metric learning for multi-labelled radiographs Mauro Annarumma Giovanni Montana 9 10 0 11 Dec 2017
MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs Pranav Rajpurkar Jeremy Irvin Aarti Bagul D. Ding Tony Duan ... Robyn L. Ball C. Langlotz K. Shpanskaya M. Lungren A. Ng 16 74 0 11 Dec 2017