Publications citing MIMIC-CXR Database v2.1.0

Deep learning to predict long-term mortality from plain chest X-ray in patients referred for suspected coronary artery disease
Giuseppe D'Ancona, Mattia Savardi, Mauro Massussi et al. Journal of Thoracic Disease, 2024. Cites: paper

Distribution-based detection of radiographic changes in pneumonia patterns: A COVID-19 case study
Sofia Cardoso Pereira, Joana Rocha, Aurélio Campilho et al. Heliyon, 2024. Cites: paper

IoT-enabled healthcare transformation leveraging deep learning for advanced patient monitoring and diagnosis
Nawaf Alharbe, Manal Almalki. Multimedia Tools and Applications, 2024. Cites: paper

XAI-Based Clinical Decision Support Systems: A Systematic Review
Se Young Kim, Dae Ho Kim, Min‐Ji Kim et al. Applied Sciences, 2024. Cites: paper

Three-Stage Framework for Accurate Pediatric Chest X-ray Diagnosis Using Self-Supervision and Transfer Learning on Small Datasets
Yufeng Zhang, Joseph G. Kohne, Emily M. Wittrup et al. Diagnostics, 2024. Cites: paper

A comprehensive survey for automatic text summarization: Techniques, approaches and perspectives
Mengqi Luo, Bowen Xue, Ben Niu. Neurocomputing, 2024. Cites: paper

Anatomy-specific Progression Classification in Chest Radiographs via Weakly Supervised Learning
Ke Yu, Shantanu Ghosh, Zhexiong Liu et al. Radiology Artificial Intelligence, 2024. Cites: paper

Medical Image Captioning using CvT and DistillGPT2
Konisha Kar, Shivam Verma Abhishek Nishad, Jayanti Rout et al. 2024. Cites: paper

Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey
Raheel Siddiqi, Sameena Javaid. Journal of Imaging, 2024. Cites: paper

Interpretable medical image Visual Question Answering via multi-modal relationship graph learning
Xinyue Hu, Lin Gu, Kazuma Kobayashi et al. Medical Image Analysis, 2024. Cites: paper

Ascle—A Python Natural Language Processing Toolkit for Medical Text Generation: Development and Evaluation Study
Rui Yang, Qingcheng Zeng, Keen You et al. Journal of Medical Internet Research, 2024. Cites: paper

Improving Fairness in Chest X-Ray Interpretation Models Using Attention-Driven Masked Image Modeling
Chao-Ju Chen, Stephanie F. Wang, Po‐Chih Kuo. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024. Cites: paper

Prompt-Guided Generation of Structured Chest X-Ray Report Using a Pre-trained LLM
Hongzhao Li, Hongyu Wang, Xia Sun et al. IEEE International Conference on Multimedia and Expo (ICME), 2024. Cites: paper

TGMT: A Terminology-Guided Multi-Task Approach for Lung Cancer CT Report Generation
Hui Fang Su, Bing Liu, Xiaofeng Zhu et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024. Cites: paper

Eye Gaze Guided Cross-Modal Alignment Network for Radiology Report Generation
Peixi Peng, Wanshu Fan, Yue Hong Shen et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

Retrieval Augmented Generation for Large Language Models in Healthcare: A Systematic Review
Lameck Mbangula Amugongo, Pietro Mascheroni, Steven Geoffrey Brooks et al. Preprints.org, 2024. Cites: paper

Better performance of deep learning pulmonary nodule detection using chest radiography with pixel level labels in reference to computed tomography: data quality matters
Jae Young Kim, Wi‐Sun Ryu, Dongmin Kim et al. Scientific Reports, 2024. Cites: paper

Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions
Soumyadeep Roy, Aparup Khatua, Fatemeh Ghoochani et al. International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2024. Cites: paper

Attribute Prototype-Guided Iterative Scene Graph for Explainable Radiology Report Generation
Ke Zhang, Yan Qin Yang, Jun Yu et al. IEEE Transactions on Medical Imaging, 2024. Cites: paper

From vision to text: A comprehensive review of natural image captioning in medical diagnosis and radiology report generation
Gabriel Reale-Nosei, Elvira Amador-Domínguez, Emilio Serrano. Medical Image Analysis, 2024. Cites: paper

TransMVAN: Multi-view Aggregation Network with Transformer for Pneumonia Diagnosis
Xiaohong Wang, Zhongkang Lu, Su Huang et al. Journal of Imaging Informatics in Medicine, 2024. Cites: paper

Adopting Generative AI with Precaution in Dentistry: A Review and Reflection
Mingming Xu, Chen Ye, Zheng Zeng et al. IEEE International Conference on Digital Health (ICDH), 2024. Cites: paper

An intelligent deep hash coding network for content-based medical image retrieval for healthcare applications
Lichao Cui, Mingxin Liu. Egyptian Informatics Journal, 2024. Cites: paper

Multi-Label Chest X-Ray Image Classification With Single Positive Labels
Jiayin Xiao, Si Li, Tongxu Lin et al. IEEE Transactions on Medical Imaging, 2024. Cites: paper

Report Generation from X-Ray imaging by Retrieval-Augmented Generation and improved Image-Text Matching
Mario Luca Bernardi, Marta Cimitile. International Joint Conference on Neural Networks (IJCNN), 2024. Cites: paper

The Long-Term Memory Transformer with Multimodal Fusion for Radiology Report Generation
Longlong Yu, Xiaoru Wang, Bowen Deng et al. International Joint Conference on Neural Networks (IJCNN), 2024. Cites: paper

CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions
Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos et al. Expert Systems with Applications, 2024. Cites: paper

The limits of fair medical imaging AI in real-world generalization
Yuzhe Yang, Haoran Zhang, Judy Wawira Gichoya et al. Nature Medicine, 2024. Cites: paper

ISLE: An Intelligent Streaming Framework for High-Throughput AI Inference in Medical Imaging
Pranav Kulkarni, Adway Kanhere, Eliot L. Siegel et al. Journal of Imaging Informatics in Medicine, 2024. Cites: paper

ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset
Johannes Rückert, Louise Bloch, Raphael Brüngel et al. Scientific Data, 2024. Cites: paper

Análise de Características Textuais na Automatização da Regulação Médica
Kauan Vaz do Nascimento, Raimundo Santos Moura. 2024. Cites: dataset, paper

A retrospective study of deep learning generalization across two centers and multiple models of X-ray devices using COVID-19 chest-X rays
Pablo Menéndez Fernández‐Miranda, Enrique Marqués Fraguela, Marta Álvarez de Linera-Alperi et al. Scientific Reports, 2024. Cites: paper

Asymmetric Source-Free Unsupervised Domain Adaptation for Medical Image Diagnosis
Yajie Zhang, Zhi-An Huang, Jibin Wu et al. IEEE Conference on Artificial Intelligence (CAI), 2024. Cites: paper

MCPL: Multi-Modal Collaborative Prompt Learning for Medical Vision-Language Model
Pengyu Wang, Huaqi Zhang, Yixuan Yuan. IEEE Transactions on Medical Imaging, 2024. Cites: paper

RaTEScore: A Metric for Radiology Report Generation
Weike Zhao, Chaoyi Wu, Xiaoman Zhang et al. medRxiv, 2024. Cites: paper

A self-supervised framework for abnormality detection from brain MRI
David A. Wood, Emily Guilhem, Sina Kafiabadi et al. 2024. Cites: paper

Automated Brain Abnormality Detection using a Self-Supervised Text-Vision Framework
David A. Wood, Emily Guilhem, Sina Kafiabadi et al. 2024. Cites: paper

Multi-Modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation
Zhusi Zhong, Jie Li, John Sollee et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

InVERGe: Intelligent Visual Encoder for Bridging Modalities in Report Generation
Ankan Deria, Komal Kumar, Snehashis Chakraborty et al. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024. Cites: paper

AHIVE: Anatomy-Aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval
Sixing Yan, William K. Cheung, Ivor Wai-Hung Tsang et al. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings, 2024. Cites: paper

Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-Ray Expert Models
Weiwei Cao, Jianpeng Zhang, Yingda Xia et al. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings, 2024. Cites: paper

CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification
Haoran Lai, Qingsong Yao, Zihang Jiang et al. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings, 2024. Cites: paper

Continual Self-Supervised Learning: Towards Universal Multi-Modal Medical Data Representation Learning
Yiwen Ye, Yutong Xie, Jianpeng Zhang et al. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings, 2024. Cites: paper

Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-Training Framework
Vu Minh Hieu Phan, Yutong Xie, Yuankai Qi et al. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings, 2024. Cites: paper

FairCLIP: Harnessing Fairness in Vision-Language Learning
Yan Luo, Min Yan Shi, Muhammad Osama Khan et al. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings, 2024. Cites: paper

MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning
Zhe Li, Laurence Tianruo Yang, Bocheng Ren et al. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings, 2024. Cites: paper

PairAug: What Can Augmented Image-Text Pairs Do for Radiology?
Yutong Xie, Qi Chen, Sinuo Wang et al. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings, 2024. Cites: paper

Self-Supervised Debiasing Using Low Rank Regularization
Geon Yeong Park, Chanyong Jung, Sangmin Lee et al. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings, 2024. Cites: paper

CGFTrans: Cross-Modal Global Feature Fusion Transformer for Medical Report Generation
Liming Xu, Quan Tang, Bochuan Zheng et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

A high-quality dataset featuring classified and annotated cervical spine X-ray atlas
Ran Yu, Wanli Qin, Changlong Qin et al. Scientific Data, 2024. Cites: paper

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