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
A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective Xianghua Xie Chen Hu Hanchi Ren Jingjing Deng FedML AAML 50 19 0 27 Nov 2023
How much data do I need? A case study on medical data Ayse Betul Cengiz A. Mcgough 19 2 0 26 Nov 2023
Leveraging Anatomical Constraints with Uncertainty for Pneumothorax Segmentation Han Yuan Chuan Hong Nguyen Tuan Anh Tran Xinxing Xu Nan Liu 36 7 0 26 Nov 2023
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 37 15 0 23 Nov 2023
Task-Distributionally Robust Data-Free Meta-Learning Zixuan Hu Li Shen Zhenyi Wang Yongxian Wei Baoyuan Wu Chun Yuan Dacheng Tao OOD 26 0 0 23 Nov 2023
Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend M. Woodland Austin Castelo Mais Al Taie Jessica Albuquerque Marques Silva Mohamed Eltaher ... Austin Castelo Suprateek Kundu Joshua P. Yung Ankit B. Patel Kristy K. Brock MedIm AAML 43 10 0 22 Nov 2023
Learning to Complement with Multiple Humans Zheng Zhang Cuong C. Nguyen Kevin Wells Thanh-Toan Do Gustavo Carneiro 29 0 0 22 Nov 2023
Cascade Learning Localises Discriminant Features in Visual Scene Classification Junwen Wang K. Farrahi 21 0 0 21 Nov 2023
Enhancing Visual Grounding and Generalization: A Multi-Task Cycle Training Approach for Vision-Language Models Xiaoyu Yang Lijian Xu Hao Sun Hongsheng Li Shaoting Zhang ObjD 33 6 0 21 Nov 2023
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model Raphael Schäfer Till Nicke Henning Höfener Annkristin Lange Dorit Merhof Friedrich Feuerhake Volkmar Schulz Johannes Lotz Fabian Kiessling VLM 22 17 0 16 Nov 2023
MeLo: Low-rank Adaptation is Better than Fine-tuning for Medical Image Diagnosis Yitao Zhu Zhenrong Shen Zihao Zhao Sheng Wang Xin Wang Xiangyu Zhao Dinggang Shen Qian Wang MedIm 40 28 0 14 Nov 2023
SynthEnsemble: A Fusion of CNN, Vision Transformer, and Hybrid Models for Multi-Label Chest X-Ray Classification S. M. N. Ashraf Md. Adyelullahil Mamun Hasnat Md. Abdullah Rabiul Alam ViT MedIm 15 7 0 13 Nov 2023
Robust semi-supervised segmentation with timestep ensembling diffusion models Margherita Rosnati Mélanie Roschewitz Ben Glocker MedIm DiffM 53 4 0 13 Nov 2023
LT-ViT: A Vision Transformer for multi-label Chest X-ray classification Umar Marikkar Sara Atito Muhammad Awais Adam Mahdi MedIm ViT 40 8 0 13 Nov 2023
Evaluation of GPT-4 for chest X-ray impression generation: A reader study on performance and perception Sebastian Ziegelmayer Alexander W. Marka Nicolas Lenhart Nadja Nehls S. Reischl Felix Harder Andreas Sauter Marcus R. Makowski Markus Graf J. Gawlitza MedIm LM&MA 25 12 0 12 Nov 2023
An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets F. Gulamali Ashwin S. Sawant L. Liharska C. R. Horowitz L. Chan ... E. Mensah Alexander W. Charney D. Reich J. Hu Girish N. Nadkarni 18 1 0 06 Nov 2023
Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification Hao Zheng Runqi Wang Jianzhuang Liu Asako Kanezaki 44 7 0 04 Nov 2023
Learning A Multi-Task Transformer Via Unified And Customized Instruction Tuning For Chest Radiograph Interpretation Lijian Xu Ziyu Ni Xinglong Liu Xiaosong Wang Hongsheng Li Shaoting Zhang MedIm LM&MA 32 4 0 02 Nov 2023
Medical Image Denosing via Explainable AI Feature Preserving Loss Guanfang Dong Anup Basu MedIm 25 2 0 31 Oct 2023
CrossEAI: Using Explainable AI to generate better bounding boxes for Chest X-ray images Jinze Zhao MedIm 17 1 0 29 Oct 2023
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge G. Holste Yiliang Zhou Song Wang Ajay Jaiswal Mingquan Lin ... Zhiyong Lu Ronald M. Summers George Shih Zhangyang Wang Yifan Peng 31 13 0 24 Oct 2023
On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms S. Mittal K. Thakral Richa Singh Mayank Vatsa Tamar Glaser Cristian Canton Ferrer Tal Hassner FaML 37 3 0 24 Oct 2023
Robust Learning via Conditional Prevalence Adjustment Minh Nguyen Alan Q. Wang Heejong Kim M. Sabuncu CML OOD 24 2 0 24 Oct 2023
FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning Kun Song Huimin Ma Bochao Zou Huishuai Zhang Weiran Huang 18 10 0 23 Oct 2023
Data-Free Distillation Improves Efficiency and Privacy in Federated Thorax Disease Analysis Ming Li Guang Yang 6 3 0 22 Oct 2023
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-training Kihyun You Jawook Gu Jiyeon Ham Beomhee Park Jiho Kim Eun K. Hong Woonhyuk Baek Byungseok Roh CLIP VLM 26 59 0 20 Oct 2023
PAC Prediction Sets Under Label Shift Wenwen Si Sangdon Park Insup Lee Yan Sun Osbert Bastani 41 9 0 19 Oct 2023
Reusing Pretrained Models by Multi-linear Operators for Efficient Training Yu Pan Ye Yuan Yichun Yin Zenglin Xu Lifeng Shang Xin Jiang Qun Liu 44 16 0 16 Oct 2023
Foundation Ark: Accruing and Reusing Knowledge for Superior and Robust Performance Dongao Ma Jiaxuan Pang Michael B. Gotway Jianming Liang MedIm OOD 30 8 0 14 Oct 2023
Plug-and-Play Feature Generation for Few-Shot Medical Image Classification Qianyu Guo Huifang Du Xing Jia Shuyong Gao Yan Teng Haofen Wang Wenqiang Zhang MedIm VLM 27 0 0 14 Oct 2023
IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-training Che Liu Sibo Cheng Miaojing Shi Anand Shah Wenjia Bai Rossella Arcucci 24 26 0 11 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 45 12 0 10 Oct 2023
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images Şaban Öztürk M. Y. Turali Tolga Çukur MedIm ViT 46 10 0 09 Oct 2023
MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts Weibin Liao Haoyi Xiong Qingzhong Wang Yan Mo Xuhong Li Yi Liu Zeyu Chen Siyu Huang Dejing Dou CLL 22 22 0 03 Oct 2023
MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images Huyen Tran D. Nguyen John Yearwood MedIm ViT 40 0 0 30 Sep 2023
(Predictable) Performance Bias in Unsupervised Anomaly Detection Felix Meissen Svenja Breuer Moritz Knolle Alena Buyx R. Muller Georgios Kaissis Benedikt Wiestler Daniel Rückert OOD 40 4 0 25 Sep 2023
A Survey on Image-text Multimodal Models Ruifeng Guo Jingxuan Wei Linzhuang Sun Khai Le-Duc Guiyong Chang Dawei Liu Sibo Zhang Zhengbing Yao Mingjun Xu Liping Bu VLM 33 5 0 23 Sep 2023
A Systematic Review of Few-Shot Learning in Medical Imaging Eva Pachetti Sara Colantonio 39 18 0 20 Sep 2023
Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric Chest X-ray images S. Rajaraman Ghada Zamzmi Feng Yang Zhaohui Liang Z. Xue Sameer Kiran Antani 11 4 0 20 Sep 2023
Semantically Redundant Training Data Removal and Deep Model Classification Performance: A Study with Chest X-rays S. Rajaraman Ghada Zamzmi Feng Yang Zhaohui Liang Z. Xue Sameer Kiran Antani 8 3 0 18 Sep 2023
Comparative study of Deep Learning Models for Binary Classification on Combined Pulmonary Chest X-ray Dataset Shabbir Ahmed Shuvo Md Aminul Islam Md. Mozammel Hoque R. Sulaiman 19 0 0 16 Sep 2023
Learning by Self-Explaining Wolfgang Stammer Felix Friedrich David Steinmann Manuel Brack Hikaru Shindo Kristian Kersting 32 7 0 15 Sep 2023
Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning Weijian Huang Cheng Li Hao Yang Jiarun Liu Shanshan Wang MedIm 31 21 0 12 Sep 2023
Generalized Cross-domain Multi-label Few-shot Learning for Chest X-rays Aroof Aimen Arsh Verma Makarand Tapaswi N. C. Krishnan 35 0 0 08 Sep 2023
Zero-Shot Robustification of Zero-Shot Models Dyah Adila Changho Shin Lin Cai Frederic Sala 43 19 0 08 Sep 2023
How Can We Tame the Long-Tail of Chest X-ray Datasets? Arsh Verma OOD 34 2 0 08 Sep 2023
CDFSL-V: Cross-Domain Few-Shot Learning for Videos Sarinda Samarasinghe Mamshad Nayeem Rizve Navid Kardan M. Shah 25 11 0 07 Sep 2023
Expert Uncertainty and Severity Aware Chest X-Ray Classification by Multi-Relationship Graph Learning Mengliang Zhang Xinyue Hu Lin Gu Liangchen Liu Kazuma Kobayashi Tatsuya Harada Ronald M. Summers Yingying Zhu 31 3 0 06 Sep 2023
Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach Jikai Zhang Carlos Santos Christine Park Maciej Mazurowski R. Colglazier 29 2 0 06 Sep 2023
Anatomy-Driven Pathology Detection on Chest X-rays Philipp Muller Felix Meissen Johannes Brandt Georgios Kaissis Daniel Rueckert 27 8 0 05 Sep 2023