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
Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification Dwarikanath Mahapatra OOD 35 14 0 27 Jun 2022
Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays K. Yu Shantanu Ghosh Zhexiong Liu C. Deible Kayhan Batmanghelich 28 22 0 25 Jun 2022
FedER: Federated Learning through Experience Replay and Privacy-Preserving Data Synthesis M. Pennisi Federica Proietto Salanitri Giovanni Bellitto Bruno Casella Marco Aldinucci S. Palazzo C. Spampinato OOD 27 9 0 20 Jun 2022
PRANC: Pseudo RAndom Networks for Compacting deep models Parsa Nooralinejad Ali Abbasi Soroush Abbasi Koohpayegani Kossar Pourahmadi Meibodi Rana Muhammad Shahroz Khan Soheil Kolouri Hamed Pirsiavash DD 42 0 0 16 Jun 2022
SwinCheX: Multi-label classification on chest X-ray images with transformers Sina Taslimi Soroush Taslimi Nima Fathi Mohammad Salehi M. Rohban ViT MedIm 26 24 0 09 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 25 24 0 02 Jun 2022
Concept-level Debugging of Part-Prototype Networks A. Bontempelli Stefano Teso Katya Tentori Fausto Giunchiglia Andrea Passerini 24 52 0 31 May 2022
Cardiomegaly Detection using Deep Convolutional Neural Network with U-Net Soham S. Sarpotdar 25 6 0 23 May 2022
ReFine: Re-randomization before Fine-tuning for Cross-domain Few-shot Learning Jaehoon Oh Sungnyun Kim Namgyu Ho Jin-Hwa Kim Hwanjun Song Se-Young Yun 30 7 0 11 May 2022
Explainable Deep Learning Methods in Medical Image Classification: A Survey Cristiano Patrício João C. Neves Luís F. Teixeira XAI 26 53 0 10 May 2022
Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training Cheng Xue Lequan Yu Pengfei Chen Qi Dou Pheng-Ann Heng NoLa 22 52 0 10 May 2022
Model-Contrastive Learning for Backdoor Defense Zhihao Yue Jun Xia Zhiwei Ling Ming Hu Ting Wang Xian Wei Mingsong Chen AAML 21 3 0 09 May 2022
Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity Nanqing Dong Jiayi Wang Irina Voiculescu 24 6 0 19 Apr 2022
Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification Dwarikanath Mahapatra MedIm 25 2 0 04 Apr 2022
Provable concept learning for interpretable predictions using variational autoencoders Armeen Taeb Nicolò Ruggeri Carina Schnuck Fanny Yang 82 5 0 01 Apr 2022
Treatment Learning Causal Transformer for Noisy Image Classification Chao-Han Huck Yang I-Te Danny Hung Yi-Chieh Liu Pin-Yu Chen ViT 21 7 0 29 Mar 2022
Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review C. Cui Haichun Yang Yaohong Wang Shilin Zhao Zuhayr Asad Lori A. Coburn K. Wilson Bennett A. Landman Yuankai Huo 28 94 0 25 Mar 2022
Generative Modeling Helps Weak Supervision (and Vice Versa) Benedikt Boecking Nicholas Roberts Willie Neiswanger Stefano Ermon Frederic Sala Artur Dubrawski 31 1 0 22 Mar 2022
PediCXR: An open, large-scale chest radiograph dataset for interpretation of common thoracic diseases in children Hieu H. Pham N. H. Nguyen Thanh-Truong Tran T. N. Nguyen H. Nguyen LM&MA 27 29 0 20 Mar 2022
Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning Yuqian Fu Yu Xie Yanwei Fu Jingjing Chen Yu-Gang Jiang 29 18 0 15 Mar 2022
Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation Lei Zhou Huidong Liu Joseph Bae Junjun He Dimitris Samaras Prateek Prasanna MedIm ViT 21 64 0 10 Mar 2022
BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification Yuanhong Chen Fengbei Liu Hu Wang Chong Wang Yu Tian Yuyuan Liu G. Carneiro NoLa 39 8 0 03 Mar 2022
RadioTransformer: A Cascaded Global-Focal Transformer for Visual Attention-guided Disease Classification Moinak Bhattacharya Shubham Jain Prateek Prasanna ViT MedIm 22 33 0 23 Feb 2022
Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images Hongzhi Zhu R. Rohling Septimiu Salcudean 19 4 0 15 Feb 2022
Gaze-Guided Class Activation Mapping: Leveraging Human Attention for Network Attention in Chest X-rays Classification Hongzhi Zhu Septimiu Salcudean R. Rohling MedIm 28 4 0 15 Feb 2022
A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron Asifullah Khan Dr. Saddam Hussain Khan Mahrukh Saif Asiya Batool A. Sohail Muhammad Waleed Khan 43 48 0 13 Feb 2022
Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest Radiographs Dipkamal Bhusal S. Panday 35 5 0 08 Feb 2022
Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty Jaehoon Oh Sungnyun Kim Namgyu Ho Jin-Hwa Kim Hwanjun Song Se-Young Yun 30 34 0 01 Feb 2022
Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization P. R. Bassi Sergio S J Dertkigil Andrea Cavalli AI4CE 49 27 0 01 Feb 2022
Syfer: Neural Obfuscation for Private Data Release Adam Yala Victor Quach H. Esfahanizadeh Rafael G. L. DÓliveira K. Duffy Muriel Médard Tommi Jaakkola Regina Barzilay PICV 21 7 0 28 Jan 2022
A Deep Learning Approach for the Detection of COVID-19 from Chest X-Ray Images using Convolutional Neural Networks Aditya Saxena Shamsheer Pal Singh 31 14 0 24 Jan 2022
Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection M. J. Horry Subrata Chakraborty B. Pradhan M. Paul Jing Zhu H. Loh P. Barua Usha R. Acharya AI4CE 43 7 0 24 Jan 2022
Federated Learning with Heterogeneous Architectures using Graph HyperNetworks Or Litany Haggai Maron David Acuna Jan Kautz Gal Chechik Sanja Fidler FedML 43 24 0 20 Jan 2022
Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning Jialiang Han Y. Ma Yudong Han 53 15 0 14 Jan 2022
Self-supervised Learning from 100 Million Medical Images Florin-Cristian Ghesu Bogdan Georgescu Awais Mansoor Y. Yoo Dominik Neumann ... R. Vishwanath J. Balter Yue Cao Sasa Grbic Dorin Comaniciu SSL 38 51 0 04 Jan 2022
Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models E. Tetteh J. Viviano Yoshua Bengio David M. Krueger Joseph Paul Cohen OOD 26 3 0 27 Dec 2021
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach Kirill Sirotkin Marcos Escudero-Viñolo Pablo Carballeira Juan C. Sanmiguel SSL 32 6 0 22 Dec 2021
Max-Margin Contrastive Learning Anshul B. Shah S. Sra Ramalingam Chellappa A. Cherian SSL 37 44 0 21 Dec 2021
UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier Yutong Xie Jianpeng Zhang Yong-quan Xia Qi Wu MedIm 71 63 0 17 Dec 2021
Hierarchical Variational Memory for Few-shot Learning Across Domains Yingjun Du Xiantong Zhen Ling Shao Cees G. M. Snoek VLM BDL 43 21 0 15 Dec 2021
Automated Side Channel Analysis of Media Software with Manifold Learning Yuanyuan Yuan Qi Pang Shuai Wang AAML 40 18 0 09 Dec 2021
Semantic Map Injected GAN Training for Image-to-Image Translation Balaram Singh Kshatriya S. Dubey H. Sarma Kunal Chaudhary Meva Ram Gurjar Rahul Rai Sunny Manchanda GAN 28 2 0 03 Dec 2021
Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data Yifei Huang Xiaoxiao Li Lijin Yang Lin Gu Yingying Zhu Hirofumi Seo Qiuming Meng Tatsuya Harada Yoichi Sato MedIm 29 9 0 02 Dec 2021
SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection Tiange Xiang Yixiao Zhang Yongyi Lu Alan Yuille Chaoyi Zhang Weidong (Tom) Cai Zongwei Zhou UQCV 32 39 0 26 Nov 2021
Distribution Estimation to Automate Transformation Policies for Self-Supervision Seunghan Yang Debasmit Das Simyung Chang Sungrack Yun Fatih Porikli 19 6 0 24 Nov 2021
Florence: A New Foundation Model for Computer Vision Lu Yuan Dongdong Chen Yi-Ling Chen Noel Codella Xiyang Dai ... Zhen Xiao Jianwei Yang Michael Zeng Luowei Zhou Pengchuan Zhang VLM 72 882 0 22 Nov 2021
COVID-19 Detection on Chest X-Ray Images: A comparison of CNN architectures and ensembles Fabricio A. Breve 9 29 0 18 Nov 2021
Advancement of Deep Learning in Pneumonia and Covid-19 Classification and Localization: A Qualitative and Quantitative Analysis Aakash Shah Manan A. Shah 18 0 0 16 Nov 2021
Explanatory Analysis and Rectification of the Pitfalls in COVID-19 Datasets Samyak Prajapati Japman Singh Monga Shaanya Singh Amrit Raj Yuvraj Singh Champawat C. Prakash 27 0 0 10 Nov 2021
Federated Learning Attacks Revisited: A Critical Discussion of Gaps, Assumptions, and Evaluation Setups A. Wainakh Ephraim Zimmer Sandeep Subedi Jens Keim Tim Grube Shankar Karuppayah Alejandro Sánchez Guinea Max Mühlhäuser 27 9 0 05 Nov 2021