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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"

43 / 393 papers shown

Title
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 72 265 0 19 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 191 96 0 30 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 41 90 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 150 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 31 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 82 28 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 71 33 0 20 Sep 2018
Bimodal network architectures for automatic generation of image annotation from text Mehdi Moradi Ali Madani Yaniv Gur Yufan Guo Tanveer Syeda-Mahmood 50 20 0 05 Sep 2018
Dynamic Routing on Deep Neural Network for Thoracic Disease Classification and Sensitive Area Localization Yan Shen Mingchen Gao MedIm 77 53 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 81 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 98 154 0 19 Jul 2018
Fully Convolutional Pixel Adaptive Image Denoiser Sungmin Cha Taesup Moon 57 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 20 25 0 19 Jul 2018
Longitudinal detection of radiological abnormalities with time-modulated LSTM Ruggiero Santeramo S. Withey Giovanni Montana 63 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 69 120 0 16 Jul 2018
ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography Hongyu Wang Yong-quan Xia 83 109 0 09 Jul 2018
Vulnerability Analysis of Chest X-Ray Image Classification Against Adversarial Attacks Saeid Asgari Taghanaki A. Das Ghassan Hamarneh MedIm 91 52 0 09 Jul 2018
A Weakly Supervised Adaptive DenseNet for Classifying Thoracic Diseases and Identifying Abnormalities Bo Zhou Yuemeng Li Jiangcong Wang MedIm 86 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 91 1,185 0 02 Jul 2018
Towards Radiologist-Level Accurate Deep Learning System for Pulmonary Screening Mrinal Haloi K. Rajalakshmi Pradeep Walia LM&MA MedIm 27 15 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 123 185 0 11 Jun 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric Xing MedIm 79 340 0 21 May 2018
Multi-label Classification of Surgical Tools with Convolutional Neural Networks J. Prellberg Oliver Kramer 32 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 63 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 85 232 0 15 Apr 2018
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions L. Yao Jordan Prosky Eric Poblenz Ben Covington Kevin Lyman 63 123 0 21 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 86 195 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 96 384 0 06 Mar 2018
Abnormality Detection in Mammography using Deep Convolutional Neural Networks Pengcheng Xi Chang Shu R. Goubran MedIm 79 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 75 260 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 76 469 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 61 187 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 69 199 0 16 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 97 75 0 11 Dec 2017
Learning to detect chest radiographs containing lung nodules using visual attention networks E. Pesce P. Ypsilantis S. Withey R. Bakewell Vicky Goh Giovanni Montana 65 109 0 04 Dec 2017
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database Ke Yan Xiaosong Wang Le Lu Ling Zhang Adam P. Harrison M. Bagheri Ronald M. Summers MedIm 114 147 0 28 Nov 2017
DeepRadiologyNet: Radiologist Level Pathology Detection in CT Head Images J. Merkow R. Lufkin Kim Nguyen Stefano Soatto Zhuowen Tu Andrea Vedaldi MedIm 61 17 0 26 Nov 2017
Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs Pulkit Kumar Monika Grewal Muktabh Mayank Srivastava 65 113 0 23 Nov 2017
Thoracic Disease Identification and Localization with Limited Supervision Zhe Li Chong Wang Mei Han Yuan Xue Wei Wei Li Li F. Li 81 330 0 17 Nov 2017
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta ... Aarti Bagul C. Langlotz K. Shpanskaya M. Lungren A. Ng LM&MA 109 2,720 0 14 Nov 2017
Learning to diagnose from scratch by exploiting dependencies among labels L. Yao Eric Poblenz Dmitry Dagunts Ben Covington D. Bernard Kevin Lyman 83 336 0 28 Oct 2017
Abnormality Detection and Localization in Chest X-Rays using Deep Convolutional Neural Networks M. Islam Md Abdul Aowal A. T. Minhaz Khalid Ashraf 75 189 0 27 May 2017
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays Wei-Ming Dai Joseph Doyle Xiaodan Liang Zeya Wang Nanqing Dong Huatian Zhang Eric Xing MedIm 93 170 0 26 Mar 2017