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
The Clever Hans Effect in Unsupervised Learning Jacob R. Kauffmann Jonas Dippel Lukas Ruff Wojciech Samek Klaus-Robert Müller G. Montavon SSL CML HAI 44 1 0 15 Aug 2024
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning Gianluca Carloni Sotirios A. Tsaftaris Sara Colantonio OOD 31 1 0 09 Aug 2024
CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning Azad Singh Deepak Mishra SSL 44 1 0 08 Aug 2024
Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology Panagiotis Fytas Anna Breger Ian Selby Simon Baker Shahab Shahipasand Anna Korhonen 31 0 0 07 Aug 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine Yunfei Xie Ce Zhou Lang Gao Juncheng Wu Xianhang Li ... Sheng Liu Lei Xing James Zou Cihang Xie Yuyin Zhou LM&MA MedIm 74 24 0 06 Aug 2024
More Than Positive and Negative: Communicating Fine Granularity in Medical Diagnosis Xiangyu Peng Kai Wang Jianfei Yang Yingying Zhu Yang You MedIm 45 0 0 05 Aug 2024
LADDER: Language Driven Slice Discovery and Error Rectification Shantanu Ghosh Rayan Syed Chenyu Wang Clare B. Poynton Kayhan Batmanghelich 42 0 0 31 Jul 2024
Outlier Detection in Large Radiological Datasets using UMAP Mohammad Tariqul Islam Jason W. Fleischer 56 1 0 31 Jul 2024
MMCLIP: Cross-modal Attention Masked Modelling for Medical Language-Image Pre-Training Biao Wu Yutong Xie Zeyu Zhang Minh Hieu Phan Qi Chen Ling-Hao Chen Qi Wu LM&MA 41 0 0 28 Jul 2024
Unsupervised Training of Neural Cellular Automata on Edge Devices John Kalkhof Amin Ranem Anirban Mukhopadhyay 21 1 0 25 Jul 2024
Masks and Manuscripts: Advancing Medical Pre-training with End-to-End Masking and Narrative Structuring Shreyank N. Gowda David A. Clifton MedIm 37 1 0 23 Jul 2024
MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM Navyansh Mahla Annie D'souza Shubh Gupta B. Kanekar Kshitij S. Jadhav VLM MedIm 32 2 0 21 Jul 2024
Diffusion Models as Data Mining Tools Ioannis Siglidis Aleksander Holynski Alexei A. Efros Mathieu Aubry Shiry Ginosar DiffM MedIm 44 3 0 20 Jul 2024
MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks Anubhav Gupta Islam I. Osman Mohamed S. Shehata John W. Braun 29 1 0 20 Jul 2024
Universal Medical Imaging Model for Domain Generalization with Data Privacy Ahmed Radwan Islam I. Osman Mohamed S. Shehata 27 1 0 20 Jul 2024
Revisiting the Disequilibrium Issues in Tackling Heart Disease Classification Tasks Thao Hoang Linh Nguyen Khoi Do Duong Nguyen Viet Dung Nguyen 31 2 0 19 Jul 2024
Refining Tuberculosis Detection in CXR Imaging: Addressing Bias in Deep Neural Networks via Interpretability Özgür Acar Güler Manuel Günther André Anjos 33 0 0 19 Jul 2024
Model Inversion Attacks Through Target-Specific Conditional Diffusion Models Ouxiang Li Yanbin Hao Zhicai Wang Bin Zhu Shuo Wang Zaixi Zhang Fuli Feng DiffM 25 3 0 16 Jul 2024
Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain Hyeon Bae Kim Yong Hyun Ahn Seong Tae Kim 47 1 0 16 Jul 2024
BiasPruner: Debiased Continual Learning for Medical Image Classification Nourhan Bayasi Jamil Fayyad Alceu Bissoto Ghassan Hamarneh Rafeef Garbi CLL 40 3 0 11 Jul 2024
Explainable Image Recognition via Enhanced Slot-attention Based Classifier Bowen Wang Liangzhi Li Jiahao Zhang Yuta Nakashima Hajime Nagahara OCL 52 1 0 08 Jul 2024
Multi-modal Masked Siamese Network Improves Chest X-Ray Representation Learning Saeed Shurrab Alejandro Guerra-Manzanares Farah E. Shamout 45 1 0 05 Jul 2024
LeDNet: Localization-enabled Deep Neural Network for Multi-Label Radiography Image Classification Lalit Pant Shubham Arora 29 1 0 04 Jul 2024
FlowCon: Out-of-Distribution Detection using Flow-Based Contrastive Learning Saandeep Aathreya Shaun J. Canavan OODD 44 0 0 03 Jul 2024
Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models Xu Han Linghao Jin Xuezhe Ma Xiaofeng Liu AAML 38 3 0 02 Jul 2024
D-Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions Hareem Nisar Syed Muhammad Anwar Zhifan Jiang Abhijeet Parida Ramon Sanchez-Jacob Vishwesh Nath Holger R. Roth M. Linguraru LM&MA 29 5 0 02 Jul 2024
Integrated feature analysis for deep learning interpretation and class activation maps Yanli Li Tahereh Hassanzadeh D. Shamonin Monique Reijnierse A. H. V. D. H. Mil B. Stoel 48 0 0 01 Jul 2024
FedMLP: Federated Multi-Label Medical Image Classification under Task Heterogeneity Zhaobin Sun Nannan Wu Junjie Shi Li Yu Xin Yang Kwang-Ting Cheng Zengqiang Yan 26 0 0 27 Jun 2024
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification Joshua Niemeijer J. Ehrhardt H. Uzunova Heinz Handels OOD DiffM MedIm 31 0 0 25 Jun 2024
Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods Vincent Olesen Nina Weng Aasa Feragen Eike Petersen 39 0 0 17 Jun 2024
Detecting and Evaluating Medical Hallucinations in Large Vision Language Models Jiawei Chen Dingkang Yang Tong Wu Yue Jiang Xiaolu Hou Mingcheng Li Shunli Wang Dongling Xiao Ke Li Lihua Zhang LM&MA VLM 42 18 0 14 Jun 2024
Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis Zeinab Abboud Herve Lombaert Samuel Kadoury UQCV 30 1 0 11 Jun 2024
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation Lu Li Tianze Zhang Zhiqi Bu Suyuchen Wang Huan He Jie Fu Yonghui Wu Jiang Bian Yong Chen Yoshua Bengio FedML MoMe 100 3 0 11 Jun 2024
Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals Susu Sun S. Woerner Andreas Maier Lisa M. Koch Christian F. Baumgartner FAtt 27 1 0 08 Jun 2024
MAIRA-2: Grounded Radiology Report Generation Shruthi Bannur Kenza Bouzid Daniel Coelho De Castro Anton Schwaighofer Sam Bond-Taylor ... Anja Thieme M. Lungren Maria T. A. Wetscherek Javier Alvarez-Valle Stephanie L. Hyland 42 34 0 06 Jun 2024
Shadow and Light: Digitally Reconstructed Radiographs for Disease Classification Benjamin Hou Qingqing Zhu T. Mathai Qiao Jin Zhiyong Lu Ronald M. Summers 14 1 0 06 Jun 2024
Cross-Dimensional Medical Self-Supervised Representation Learning Based on a Pseudo-3D Transformation Fei Gao Siwen Wang Fandong Zhang Hong-Yu Zhou Yizhou Wang Chu-ran Wang Gang Yu Yizhou Yu 27 0 0 03 Jun 2024
OLIVE: Object Level In-Context Visual Embeddings Timothy Ossowski Junjie Hu OCL VLM 57 0 0 02 Jun 2024
DS@BioMed at ImageCLEFmedical Caption 2024: Enhanced Attention Mechanisms in Medical Caption Generation through Concept Detection Integration Nhi Ngoc-Yen Nguyen Le-Huy Tu Dieu-Phuong Nguyen Nhat-Tan Do Minh Triet Thai Bao-Thien Nguyen-Tat MedIm 34 1 0 01 Jun 2024
A Comparative Study of CNN, ResNet, and Vision Transformers for Multi-Classification of Chest Diseases Ananya Jain Aviral Bhardwaj Kaushik Murali Isha Surani 23 8 0 31 May 2024
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA Qianqi Yan Xuehai He Xiang Yue Xin Eric Wang LM&MA 28 10 0 30 May 2024
CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats Pierre J. Chambon Jean-Benoit Delbrouck Thomas Sounack Shih-Cheng Huang Zhihong Chen Maya Varma Steven QH Truong Chu The Chuong Curtis P. Langlotz LM&MA 47 12 0 29 May 2024
A Causal Framework for Evaluating Deferring Systems Filippo Palomba Andrea Pugnana Jose M. Alvarez Salvatore Ruggieri CML 54 1 0 29 May 2024
Understanding differences in applying DETR to natural and medical images Yanqi Xu Yiqiu Shen C. Fernandez‐Granda Laura Heacock Krzysztof J. Geras MedIm 64 2 0 27 May 2024
ModelLock: Locking Your Model With a Spell Yifeng Gao Yuhua Sun Xingjun Ma Zuxuan Wu Yu-Gang Jiang VLM 50 1 0 25 May 2024
Free Performance Gain from Mixing Multiple Partially Labeled Samples in Multi-label Image Classification Chak Fong Chong Jielong Guo Xu Yang Wei Ke Yapeng Wang VLM 32 0 0 24 May 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis Yue Yang Mona Gandhi Yufei Wang Yifan Wu Michael S. Yao Christopher Callison-Burch James C. Gee Mark Yatskar 58 3 0 23 May 2024
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning Guanglin Zhou Zhongyi Han Shiming Chen Erdun Gao Liming Zhu Salman Khan Xin Gao Lina Yao VLM 47 2 0 20 May 2024
Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning Zishan Gu Fenglin Liu Changchang Yin Ping Zhang LRM LM&MA 58 0 0 19 May 2024
Generative Artificial Intelligence: A Systematic Review and Applications S. S. Sengar Affan Bin Hasan Sanjay Kumar Fiona Carroll MedIm 36 52 0 17 May 2024