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
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 31 39 0 07 Dec 2022
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering D. M. Nguyen Hoangvu Nguyen M. T. N. Truong T. Cao Binh Duc Nguyen Nhat Ho Paul Swoboda Shadi Albarqouni P. Xie Daniel Sonntag SSL 34 21 0 04 Dec 2022
Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers Wanqian Yang Polina Kirichenko Micah Goldblum A. Wilson DRL 30 10 0 28 Nov 2022
Interactive Visual Feature Search Devon Ulrich Ruth C. Fong FAtt 29 0 0 28 Nov 2022
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model Syed Muhammad Anwar Abhijeet Parida Sara Atito Muhammad Awais G. Nino Josef Kitler M. Linguraru ViT SSL OOD 29 6 0 23 Nov 2022
Multimorbidity Content-Based Medical Image Retrieval Using Proxies Yu Xing Benjamin J. Meyer Mehrtash Harandi Tom Drummond Z. Ge 27 0 0 22 Nov 2022
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges Enrique Tomás Martínez Beltrán Mario Quiles Pérez Pedro Miguel Sánchez Sánchez Sergio López Bernal Gérome Bovet M. Pérez Gregorio Martínez Pérez Alberto Huertas Celdrán FedML 45 226 0 15 Nov 2022
The Lean Data Scientist: Recent Advances towards Overcoming the Data Bottleneck Chen Shani Jonathan Zarecki Dafna Shahaf 29 6 0 15 Nov 2022
Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies Ryan Wang Li-Ching Chen L. Moukheiber Mira Moukheiber Dana Moukheiber ... Hari M. Trivedi R. Steinberg Po-Chih Kuo J. Gichoya Leo Anthony Celi 21 1 0 13 Nov 2022
DeltaNet:Conditional Medical Report Generation for COVID-19 Diagnosis Xian Wu Shuxin Yang Zhaopeng Qiu Shen Ge Yangtian Yan Xingwang Wu Yefeng Zheng S. Kevin Zhou Li Xiao MedIm 20 20 0 12 Nov 2022
From Competition to Collaboration: Making Toy Datasets on Kaggle Clinically Useful for Chest X-Ray Diagnosis Using Federated Learning Pranav Kulkarni Adway U. Kanhere Paul H. Yi V. Parekh FedML 21 2 0 11 Nov 2022
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation Margherita Rosnati Fabio De Sousa Ribeiro M. Monteiro Daniel Coelho De Castro Ben Glocker GAN MedIm 25 2 0 03 Nov 2022
Adversarially Robust Medical Classification via Attentive Convolutional Neural Networks I. Wasserman OOD MedIm AAML 29 0 0 26 Oct 2022
On Feature Learning in the Presence of Spurious Correlations Pavel Izmailov Polina Kirichenko Nate Gruver A. Wilson 43 118 0 20 Oct 2022
Federated Learning with Privacy-Preserving Ensemble Attention Distillation Xuan Gong Liangchen Song Rishi Vedula Abhishek Sharma Meng Zheng ... Arun Innanje Terrence Chen Junsong Yuan David Doermann Ziyan Wu FedML 30 27 0 16 Oct 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization Chaoqi Chen Luyao Tang Feng Liu Gangming Zhao Yue Huang Yizhou Yu 42 31 0 14 Oct 2022
Self-Attention Message Passing for Contrastive Few-Shot Learning Ojas Kishorkumar Shirekar Ashutosh Kumar Singh Hadi Jamali Rad 31 5 0 12 Oct 2022
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning Fuying Wang Yuyin Zhou Shujun Wang V. Vardhanabhuti Lequan Yu 34 137 0 12 Oct 2022
Image Projective Transformation Rectification with Synthetic Data for Smartphone-captured Chest X-ray Photos Classification Chak Fong Chong Yapeng Wang Benjamin Ng Wuman Luo Xu Yang MedIm 37 4 0 12 Oct 2022
Self-supervised debiasing using low rank regularization Geon Yeong Park Chanyong Jung Sangmin Lee Jong Chul Ye Sang Wan Lee CML SSL 36 3 0 11 Oct 2022
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images Yu Cai Hao Chen Xin Yang Yu Zhou Kwang-Ting Cheng 33 45 0 09 Oct 2022
Evaluating the Performance of StyleGAN2-ADA on Medical Images M. Woodland J. Wood B. Anderson Suprateek Kundu E. Lin ... S. Yedururi Briand De Yuan-Mao Lin Ankit B. Patel Kristy K. Brock MedIm 32 22 0 07 Oct 2022
Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding C. Seibold Simon Reiß Saquib Sarfraz M. Fink Victoria L. Mayer Jan Sellner Moon S. Kim Klaus H. Maier-Hein Jens Kleesiek Rainer Stiefelhagen 37 19 0 07 Oct 2022
ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification Md. Iqbal Hossain Mohammad Zunaed Md. Kawsar Ahmed S. M. J. Hossain Anwarul Hasan Taufiq Hasan ViT 26 4 0 06 Oct 2022
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond Di Wu Jie Yang Mohamad Sawan OOD MedIm 30 20 0 03 Oct 2022
medigan: a Python library of pretrained generative models for medical image synthesis Richard Osuala Grzegorz Skorupko Noussair Lazrak Lidia Garrucho E. García ... Michael Rutherford Fred Prior Kaisar Kushibar Oliver Díaz Karim Lekadir LM&MA MedIm 34 20 0 28 Sep 2022
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review Zikang Xu Jun Li Yongshuo Zong Han Li Qingsong Yao S. Kevin Zhou 49 15 0 27 Sep 2022
Deep Learning-based Anonymization of Chest Radiographs: A Utility-preserving Measure for Patient Privacy Kai Packhauser Sebastian Gündel Florian Thamm Felix Denzinger Andreas Maier 29 3 0 23 Sep 2022
The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning Romain Cosentino Sarath Shekkizhar Mahdi Soltanolkotabi A. Avestimehr Antonio Ortega SSL 56 7 0 18 Sep 2022
Prediction of Gender from Longitudinal MRI data via Deep Learning on Adolescent Data Reveals Unique Patterns Associated with Brain Structure and Change over a Two-year Period Yuda Bi A. Abrol Z. Fu Jiayu Chen Jingyu Liu Vince D. Calhoun MedIm 16 6 0 15 Sep 2022
Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation Xuan Gong Abhishek Sharma Srikrishna Karanam Ziyan Wu Terrence Chen David Doermann Arun Innanje FedML 27 70 0 10 Sep 2022
Saliency Guided Adversarial Training for Learning Generalizable Features with Applications to Medical Imaging Classification System Xin Li Yao Qiang Chengyin Li Sijia Liu D. Zhu OOD MedIm 42 4 0 09 Sep 2022
A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays Haoqin Ji Haozhe Liu Yuexiang Li Jinheng Xie Nanjun He Yawen Huang Dong Wei Xinrong Chen Linlin Shen Yefeng Zheng 16 0 0 05 Sep 2022
Cross-Domain Few-Shot Classification via Inter-Source Stylization Huali Xu Shuaifeng Zhi Li Liu 43 4 0 17 Aug 2022
An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph Hieu H. Pham H. Q. Nguyen H. T. Nguyen T. Le M. Dao MedIm 33 14 0 06 Aug 2022
RadTex: Learning Efficient Radiograph Representations from Text Reports Keegan Quigley Miriam Cha Ruizhi Liao Geeticka Chauhan Steven Horng Seth Berkowitz Polina Golland MedIm 25 3 0 05 Aug 2022
Deep learning for understanding multilabel imbalanced Chest X-ray datasets H. Liz Javier Huertas-Tato Manuel Sánchez-Montanés Javier Del Ser David Camacho SSL 27 25 0 28 Jul 2022
Topological structure of complex predictions Meng Liu T. Dey D. Gleich 38 3 0 28 Jul 2022
Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 49 27 0 27 Jul 2022
TinyViT: Fast Pretraining Distillation for Small Vision Transformers Kan Wu Jinnian Zhang Houwen Peng Mengchen Liu Bin Xiao Jianlong Fu Lu Yuan ViT 21 248 0 21 Jul 2022
Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing Alex Brown Nenad Tomašev Jan Freyberg Yuan Liu Alan Karthikesalingam Jessica Schrouff 27 52 0 21 Jul 2022
CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN Matan Atad V. Dmytrenko Yitong Li Xinyue Zhang Matthias Keicher Jan Kirschke Bene Wiestler Ashkan Khakzar Nassir Navab MedIm 27 22 0 15 Jul 2022
Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification Chenghua Zeng Huijuan Lu Kanghao Chen Ruixuan Wang Weishi Zheng 39 2 0 14 Jul 2022
A Data-Based Perspective on Transfer Learning Saachi Jain Hadi Salman Alaa Khaddaj Eric Wong Sung Min Park A. Madry 39 37 0 12 Jul 2022
When does Bias Transfer in Transfer Learning? Hadi Salman Saachi Jain Andrew Ilyas Logan Engstrom Eric Wong A. Madry 44 35 0 06 Jul 2022
CNN-based Local Vision Transformer for COVID-19 Diagnosis Hongyan Xu Xiu Su Dadong Wang ViT MedIm 30 2 0 05 Jul 2022
Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis Hongyan Xu Dadong Wang Arcot Sowmya 26 1 0 04 Jul 2022
Dynamic Sub-Cluster-Aware Network for Few-Shot Skin Disease Classification Li Shuhan Xuelong Li Xiaowei Xu Kwang-Ting Cheng 46 6 0 03 Jul 2022
Learning Underrepresented Classes from Decentralized Partially Labeled Medical Images Nanqing Dong Michael C. Kampffmeyer Irina Voiculescu OOD 31 7 0 30 Jun 2022
Fair Machine Learning in Healthcare: A Review Qizhang Feng Mengnan Du Na Zou Xia Hu FaML 38 0 0 29 Jun 2022