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
Automated Radiology Report Generation: A Review of Recent Advances Phillip Sloan Philip Clatworthy Edwin Simpson Majid Mirmehdi 32 17 0 17 May 2024
DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations Nima Fathi Amar Kumar Brennan Nichyporuk Mohammad Havaei Tal Arbel DiffM CML 50 0 0 15 May 2024
QMedShield: A Novel Quantum Chaos-based Image Encryption Scheme for Secure Medical Image Storage in the Cloud Arun Amaithi Rajan V. Vetriselvi 18 4 0 15 May 2024
A Generalist Learner for Multifaceted Medical Image Interpretation Hong-Yu Zhou Subathra Adithan J. N. Acosta E. Topol Pranav Rajpurkar MedIm 43 26 0 13 May 2024
CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays Sonit Singh 41 1 0 13 May 2024
Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification Yaoqin Ye Junjie Zhang Hongwei Shi MedIm VLM 49 0 0 10 May 2024
VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis Zhihan Ju Wanting Zhou MedIm 41 4 0 09 May 2024
EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning Jingfeng Yao Xinggang Wang Yuehao Song Huangxuan Zhao Jun Ma Yajie Chen Wenyu Liu Bo Wang ViT 42 5 0 08 May 2024
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray Classification Skylar Chan Pranav Kulkarni P. Yi Vishwa S. Parekh 26 0 0 30 Apr 2024
MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation Min Zhang Haoxuan Li Fei Wu Kun Kuang OODD 24 12 0 30 Apr 2024
VISION: Toward a Standardized Process for Radiology Image Management at the National Level Kathryn Knight Ioana Danciu Olga Ovchinnikova Jacob D. Hinkle Mayanka Chandra Shekar ... Lauren Costa Y. Ho Reddy Madipadga Suzanne Tamang Ian Goethert 24 1 0 29 Apr 2024
Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Pre-trained Models Jiawei Chen Dingkang Yang Yue Jiang Mingcheng Li Jinjie Wei Xiaolu Hou Lihua Zhang 56 6 0 25 Apr 2024
A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset (MedIMeta) S. Woerner Arthur Jaques Christian F. Baumgartner VLM 29 2 0 24 Apr 2024
ChEX: Interactive Localization and Region Description in Chest X-rays Philip Muller Georgios Kaissis Daniel Rueckert 35 5 0 24 Apr 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision M. Taher Michael B. Gotway Jianming Liang MedIm 34 5 0 24 Apr 2024
Uncertainty in latent representations of variational autoencoders optimized for visual tasks Josefina Catoni Enzo Ferrante Diego H. Milone Rodrigo Echeveste Diego H. Milone Balázs Meszéna Gergő Orbán Rodrigo Echeveste UQCV OOD BDL 34 1 0 23 Apr 2024
MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale Xiaotang Gai Chenyi Zhou Jiaxiang Liu Yang Feng Jian Wu Zuo-Qiang Liu MedIm 36 6 0 18 Apr 2024
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture Sonit Singh MedIm ViT 29 1 0 18 Apr 2024
Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers Diana-Nicoleta Grigore Mariana-Iuliana Georgescu J. A. Justo T. Johansen Andreea-Iuliana Ionescu Radu Tudor Ionescu 36 0 0 14 Apr 2024
Fairness Evolution in Continual Learning for Medical Imaging Marina Ceccon Davide Dalle Pezze Alessandro Fabris Gian Antonio Susto OOD 49 1 0 10 Apr 2024
Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark Marina Ceccon Davide Dalle Pezze Alessandro Fabris Gian Antonio Susto CLL 42 2 0 10 Apr 2024
A Clinical-oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-quality Medical Images Qingshan Hou Shuai Cheng Peng Cao Jinzhu Yang Xiaoli Liu Osmar R. Zaiane Yih-Chung Tham 33 1 0 07 Apr 2024
DeViDe: Faceted medical knowledge for improved medical vision-language pre-training Haozhe Luo Ziyu Zhou Corentin Royer Anjany Sekuboyina Bjoern H. Menze VLM ViT MedIm 48 7 0 04 Apr 2024
DataCook: Crafting Anti-Adversarial Examples for Healthcare Data Copyright Protection Sihan Shang Jiancheng Yang Zhenglong Sun Pascal Fua 65 0 0 26 Mar 2024
Residual-based Language Models are Free Boosters for Biomedical Imaging Zhixin Lai Jing Wu Suiyao Chen Yucheng Zhou N. Hovakimyan MedIm 41 29 0 26 Mar 2024
Evaluating GPT-4 with Vision on Detection of Radiological Findings on Chest Radiographs Yiliang Zhou Hanley Ong Patrick Kennedy Carol C Wu Jacob Kazam Keith Hentel Adam Flanders George Shih Yifan Peng LM&MA MedIm 16 1 0 22 Mar 2024
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images Chaoqin Huang Aofan Jiang Jinghao Feng Ya Zhang Xinchao Wang Yanfeng Wang MedIm 45 25 0 19 Mar 2024
Advancing COVID-19 Detection in 3D CT Scans Qingqiu Li Runtian Yuan Junlin Hou Jilan Xu Yuejie Zhang Rui Feng Hao Chen 34 1 0 18 Mar 2024
A Disease Labeler for Chinese Chest X-Ray Report Generation Mengwei Wang Ruixin Yan Zeyi Hou Ning Lang Xiuzhuang Zhou 31 0 0 18 Mar 2024
MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning Azad Singh Vandan Gorade Deepak Mishra SSL 32 2 0 18 Mar 2024
Improving Medical Multi-modal Contrastive Learning with Expert Annotations Yogesh Kumar Pekka Marttinen MedIm VLM 31 10 0 15 Mar 2024
MeDSLIP: Medical Dual-Stream Language-Image Pre-training with Pathology-Anatomy Semantic Alignment Wenrui Fan M. N. I. Suvon Shuo Zhou Xianyuan Liu S. Alabed V. Osmani Andrew J Swift Chen Chen Haiping Lu MedIm VLM LM&MA 59 3 0 15 Mar 2024
Anatomical Structure-Guided Medical Vision-Language Pre-training Qingqiu Li Xiaohan Yan Jilan Xu Runtian Yuan Yuejie Zhang Rui Feng Quanli Shen Xiaobo Zhang Shujun Wang 42 5 0 14 Mar 2024
XReal: Realistic Anatomy and Pathology-Aware X-ray Generation via Controllable Diffusion Model Anees Ur Rehman Hashmi Ibrahim Almakky Mohammad Areeb Qazi Santosh Sanjeev Vijay Ram Papineni Dwarikanath Mahapatra Mohammad Yaqub MedIm 38 5 0 14 Mar 2024
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images Tiange Xiang Yixiao Zhang Yongyi Lu Alan Yuille Chaoyi Zhang Weidong Cai Zongwei Zhou 44 3 0 13 Mar 2024
Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework Vu Minh Hieu Phan Yutong Xie Yuankai Qi Lingqiao Liu Liyang Liu Bowen Zhang Zhibin Liao Qi Wu Minh Nguyen Nhat To Johan W. Verjans 70 11 0 12 Mar 2024
Explainable Transformer Prototypes for Medical Diagnoses Ugur Demir Debesh Jha Zheyu Zhang Elif Keles Bradley Allen Aggelos K. Katsaggelos Ulas Bagci MedIm 24 3 0 11 Mar 2024
Semantic Residual Prompts for Continual Learning Martin Menabue Emanuele Frascaroli Matteo Boschini E. Sangineto Lorenzo Bonicelli Angelo Porrello Simone Calderara CLL VLM 49 9 0 11 Mar 2024
CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging Ibrahim Ethem Hamamci Sezgin Er Bjoern H. Menze MedIm 41 21 0 11 Mar 2024
Leveraging Foundation Models for Content-Based Medical Image Retrieval in Radiology Stefan Denner David Zimmerer Dimitrios Bounias Markus Bujotzek Shuhan Xiao Lisa Kausch Philipp Schader Tobias Penzkofer Paul F. Jäger Klaus Maier-Hein VLM MedIm 29 8 0 11 Mar 2024
How Well Do Multi-modal LLMs Interpret CT Scans? An Auto-Evaluation Framework for Analyses Qingqing Zhu Benjamin Hou T. Mathai Pritam Mukherjee Qiao Jin Preslav Nakov Zhizheng Wang Ruida Cheng Ronald M. Summers Zhiyong Lu 40 0 0 08 Mar 2024
Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging Dovile Juodelyte Yucheng Lu Amelia Jiménez-Sánchez Sabrina Bottazzi Enzo Ferrante V. Cheplygina OOD 38 5 0 07 Mar 2024
Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification Ricardo Bigolin Lanfredi Pritam Mukherjee Ronald M. Summers 30 4 0 06 Mar 2024
Density-based Isometric Mapping Bardia Yousefi Mélina Khansari Ryan Trask Patrick Tallon Carina Carino ... Vikas Kundra Lan Ma Lei Ren Keyvan Farahani M. Hershman 23 0 0 04 Mar 2024
Enhancing Information Maximization with Distance-Aware Contrastive Learning for Source-Free Cross-Domain Few-Shot Learning Huali Xu Li Liu Shuaifeng Zhi Shaojing Fu Z. Su Ming-Ming Cheng Yongxiang Liu 58 10 0 04 Mar 2024
Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning Yixiong Zou Yicong Liu Yiman Hu Yuhua Li Ruixuan Li 49 3 0 01 Mar 2024
CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification Haoran Lai Qingsong Yao Zihang Jiang Rongsheng Wang Zhiyang He Xiaodong Tao S. Kevin Zhou MedIm 50 12 0 27 Feb 2024
Adversarial-Robust Transfer Learning for Medical Imaging via Domain Assimilation Xiaohui Chen Tie Luo MedIm OOD 27 0 0 25 Feb 2024
Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging Yuzhe Yang Yujia Liu Xin Liu A. Gulhane Domenico Mastrodicasa Wei Wu Edward J Wang Dushyant W. Sahani Shwetak N. Patel 61 8 0 22 Feb 2024
Zero-Shot Pediatric Tuberculosis Detection in Chest X-Rays using Self-Supervised Learning Daniel Capellán-Martín Abhijeet Parida Juan J. Gómez-Valverde Ramon Sanchez-Jacob Pooneh Roshanitabrizi M. Linguraru María J. Ledesma-Carbayo S. M. Anwar 44 2 0 22 Feb 2024