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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"

50 / 393 papers shown

Title
A Narrative Review on Large AI Models in Lung Cancer Screening, Diagnosis, and Treatment Planning Jiachen Zhong Yiting Wang Di Zhu Ziwei Wang LM&MA AI4CE 48 1 0 01 Jul 2025
Privacy-Preserving Chest X-ray Classification in Latent Space with Homomorphically Encrypted Neural Inference Jonghun Kim Gyeongdeok Jo Shinyoung Ra Hyunjin Park 28 0 0 18 Jun 2025
Frequency-Calibrated Membership Inference Attacks on Medical Image Diffusion Models Xinkai Zhao Yuta Tokuoka Junichiro Iwasawa Keita Oda MedIm 15 0 0 17 Jun 2025
PictSure: Pretraining Embeddings Matters for In-Context Learning Image Classifiers Lukas Schiesser Cornelius Wolff Sophie Haas Simon Pukrop VLM 18 0 0 16 Jun 2025
CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray Mingquan Lin G. Holste Song Wang Yiliang Zhou Yishu Wei ... Hao Chen Adam Flanders George Shih Zhangyang Wang Yifan Peng LM&MA 23 0 0 09 Jun 2025
Full Conformal Adaptation of Medical Vision-Language Models Julio Silva-Rodríguez Leo Fillioux P. Cournède Maria Vakalopoulou Stergios Christodoulidis Ismail Ben Ayed Jose Dolz VLM 70 0 0 06 Jun 2025
Bayesian Inference for Correlated Human Experts and Classifiers Markelle Kelly Alex Boyd Sam Showalter M. Steyvers Padhraic Smyth 35 0 0 05 Jun 2025
Towards generating more interpretable counterfactuals via concept vectors: a preliminary study on chest X-rays Bulat Maksudov Kathleen Curran Alessandra Mileo MedIm 57 1 0 04 Jun 2025
Multiple Stochastic Prompt Tuning for Practical Cross-Domain Few Shot Learning Debarshi Brahma Soma Biswas VLM 49 0 0 04 Jun 2025
Random Registers for Cross-Domain Few-Shot Learning Shuai Yi Yixiong Zou Yuhua Li Ruixuan Li 69 0 0 03 Jun 2025
MedBookVQA: A Systematic and Comprehensive Medical Benchmark Derived from Open-Access Book Sau Lai Yip Sunan He Yuxiang Nie Shu Pui Chan Yilin Ye Sum Ying Lam Hao-tao Chen LM&MA 40 0 0 01 Jun 2025
DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Youssef Mohamed Noran Mohamed Khaled Abouhashad Feilong Tang Sara Atito Shoaib Jameel Imran Razzak A. Zaky 63 0 0 29 May 2025
Risk-Sensitive Conformal Prediction for Catheter Placement Detection in Chest X-rays Long Hui 40 0 0 28 May 2025
Is Hyperbolic Space All You Need for Medical Anomaly Detection? Alvaro Gonzalez-Jimenez Simone Lionetti Ludovic Amruthalingam Philippe Gottfrois Fabian Gröger Marc Pouly Alexander A. Navarini 41 0 0 27 May 2025
Prompt Tuning Vision Language Models with Margin Regularizer for Few-Shot Learning under Distribution Shifts Debarshi Brahma Anuska Roy Soma Biswas VLM 210 1 0 21 May 2025
CheX-DS: Improving Chest X-ray Image Classification with Ensemble Learning Based on DenseNet and Swin Transformer Xinran Li Yu Liu Xiujuan Xu Xiaowei Zhao ViT MedIm 102 1 0 16 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Wei Chen Ickjai Lee Euijoon Ahn MedIm 75 0 0 09 May 2025
Structure Causal Models and LLMs Integration in Medical Visual Question Answering Zibo Xu Qiang Li Weizhi Nie Weijie Wang Anan Liu CML MedIm 107 0 0 05 May 2025
UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation Linshan Wu Yuxiang Nie Sunan He Jiaxin Zhuang Hao Chen ... V. Vardhanabhuti R. Chan Yifan Peng Pranav Rajpurkar Hao Chen LM&MA MedIm 194 0 0 30 Apr 2025
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability Jonggwon Park Soobum Kim Byungmu Yoon Kyoyun Choi MedIm 105 0 0 10 Apr 2025
Beyond Conventional Transformers: The Medical X-ray Attention (MXA) Block for Improved Multi-Label Diagnosis Using Knowledge Distillation Amit Rand Hadi Ibrahim MedIm 101 0 0 03 Apr 2025
Generative AI for Software Architecture. Applications, Challenges, and Future Directions Matteo Esposito Xiaozhou Li Sergio Moreschini Noman Ahmad T. Cerný Karthik Vaidhyanathan Valentina Lenarduzzi Davide Taibi AI4CE 104 0 0 17 Mar 2025
DCAT: Dual Cross-Attention Fusion for Disease Classification in Radiological Images with Uncertainty Estimation Jutika Borah H. Singh MedIm 170 0 0 14 Mar 2025
LLaVA-RadZ: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition? Bangyan Li Wenxuan Huang Yunhang Shen Yansen Wang Shaohui Lin ... Ling You Yinqi Zhang Ke Li Xing Sun Yan Sun 93 2 0 10 Mar 2025
Causally Reliable Concept Bottleneck Models Giovanni De Felice Arianna Casanova Flores Francesco De Santis Silvia Santini Johannes Schneider Pietro Barbiero Alberto Termine 139 4 0 06 Mar 2025
Enhancing Collective Intelligence in Large Language Models Through Emotional Integration Likith Kadiyala Ramteja Sajja Y. Sermet Ibrahim Demir 412 0 0 05 Mar 2025
Diagnosis of Patients with Viral, Bacterial, and Non-Pneumonia Based on Chest X-Ray Images Using Convolutional Neural Networks Carlos Arizmendi Jorge Pinto Alejandro Arboleda Hernando Gonzalez 102 1 0 03 Mar 2025
Med-LEGO: Editing and Adapting toward Generalist Medical Image Diagnosis Yitao Zhu Yuan Yin Jiaming Li Mengjie Xu Zihao Zhao Honglin Xiong Sheng Wang Qian Wang MedIm 127 0 0 03 Mar 2025
Artificially Generated Visual Scanpath Improves Multi-label Thoracic Disease Classification in Chest X-Ray Images Ashish Verma Aupendu Kar Krishnendu Ghosh S. K. Dhara Debashis Sen P. Biswas MedIm 76 0 0 01 Mar 2025
In-Model Merging for Enhancing the Robustness of Medical Imaging Classification Models Hu Wang Ibrahim Almakky Congbo Ma Numan Saeed Mohammad Yaqub MoMe 135 0 0 27 Feb 2025
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives Dilermando Queiroz Anderson Carlos André Anjos Lilian Berton 119 0 0 24 Feb 2025
MedFuncta: Modality-Agnostic Representations Based on Efficient Neural Fields Paul Friedrich Florentin Bieder P. Cattin MedIm 160 0 0 20 Feb 2025
Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries F. Jonske M. Kim Enrico Nasca J. Evers Johannes Haubold ... F. Nensa Michael Kamp C. Seibold Jan Egger Jens Kleesiek 187 1 0 17 Feb 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification Ahmad Chaddad Yihang Wu Yuchen Jiang Ahmed Bouridane Christian Desrosiers 224 2 0 15 Feb 2025
Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification Xiangyu Sun Xiaoguang Zou Yuanquan Wu Guotai Wang Shanghang Zhang MedIm VLM 117 0 0 31 Jan 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? Yiyi Zhang Ying Zheng Xiaogang Xu Jun Wang SSL 118 4 0 28 Jan 2025
Review and Recommendations for using Artificial Intelligence in Intracoronary Optical Coherence Tomography Analysis Xu Chen Yuan Huang Benn Jessney Jason Sangha Sophie Gu Carola-Bibiane Schönlieb Martin Bennett M. Roberts 70 0 0 24 Jan 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition Ziyu Zhou Haozhe Luo M. Taher Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang MedIm 164 0 0 20 Jan 2025
Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention Mechanisms Fatemeh Askari Amirreza Fateh Mohammad Reza Mohammadi 176 5 0 17 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 284 27 0 17 Jan 2025
Explaining the Behavior of Black-Box Prediction Algorithms with Causal Learning Numair Sani Daniel Malinsky I. Shpitser CML 192 16 0 10 Jan 2025
RadGPT: Constructing 3D Image-Text Tumor Datasets P. R. Bassi Mehmet Can Yavuz Kang Wang Xiaoxi Chen Wenxuan Li S. Decherchi Andrea Cavalli Yang Yang Alan Yuille Zongwei Zhou LM&MA MedIm 127 2 0 08 Jan 2025
Towards Visual Grounding: A Survey Linhui Xiao Xiaoshan Yang X. Lan Yaowei Wang Changsheng Xu ObjD 284 5 0 31 Dec 2024
FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification Yicheng Gao Jinkui Hao Bo Zhou 154 0 0 20 Dec 2024
MOFHEI: Model Optimizing Framework for Fast and Efficient Homomorphically Encrypted Neural Network Inference Parsa Ghazvinian Robert Podschwadt Prajwal Panzade Mohammad H. Rafiei Daniel Takabi 107 0 0 10 Dec 2024
Mask of truth: model sensitivity to unexpected regions of medical images Théo Sourget Michelle Hestbek-Møller Amelia Jiménez-Sánchez Jack Junchi Xu Veronika Cheplygina AAML 183 0 0 05 Dec 2024
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge Vishwesh Nath Wenqi Li Dong Yang Andriy Myronenko Mingxin Zheng ... Holger Roth Daguang Xu Baris Turkbey Holger Roth Daguang Xu VLM 193 7 0 19 Nov 2024
Automatic dataset shift identification to support safe deployment of medical imaging AI Mélanie Roschewitz Raghav Mehta Charles Jones Ben Glocker OOD 87 2 0 12 Nov 2024
Data-Driven Analysis of AI in Medical Device Software in China: Deep Learning and General AI Trends Based on Regulatory Data Yu Han Aaron Ceross Sarim Ather Jeroen Bergmann OOD 56 0 0 11 Nov 2024
Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation Chong Wang Fengbei Liu Yuanhong Chen Helen Frazer Gustavo Carneiro 127 2 0 07 Nov 2024