Publications citing MS-CXR: Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing v1.1.0

In-Depth Exploration of the Advantages of Neural Networks in English Machine Translation
Linlin Li. International Conference on Electronics and Sustainable Communication Systems (ICESC), 2024. Cites: paper

Withdrawn: Large Language Models in Healthcare Decision Support: A Review
Raja Vavekanand, Pinja Karttunen, Yue Xu et al. Preprints.org, 2024. Cites: paper

A systematic evaluation of GPT-4V's multimodal capability for chest X-ray image analysis
Yunyi Liu, Yingshu Li, Zhanyu Wang et al. Meta-Radiology, 2024. Cites: paper

Active Prompting of Vision Language Models for Human-in-the-loop Classification and Explanation of Microscopy Images
Abhiram Kandiyana, Peter R. Mouton, Lawrence Hall et al. Proceedings - IEEE Symposium on Computer-Based Medical Systems, 2024. Cites: paper

Enhancing Biomedical Multi-modal Representation Learning with Multi-scale Pre-training and Perturbed Report Discrimination
Xinliu Zhong, Kayhan N. Batmanghelich, Li Sun. IEEE Conference on Artificial Intelligence (CAI), 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

MedSyn: Text-Guided Anatomy-Aware Synthesis of High-Fidelity 3-D CT Images
Yanwu Xu, Li Sun, Wei Peng et al. IEEE Transactions on Medical Imaging, 2024. Cites: paper

Residual-based Language Models are Free Boosters for Biomedical Imaging Tasks
Zhixin Lai, Jing Wu, Suiyao Chen et al. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 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

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

When Visual Grounding Meets Gigapixel-Level Large-Scale Scenes: Benchmark and Approach
M. Tao, Bing Bai, Haozhe Lin 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

A multimodal generative AI copilot for human pathology
Ming Y. Lu, Bowen Chen, Drew F. K. Williamson et al. Nature, 2024. Cites: paper

Automated Radiology Report Generation: A Review of Recent Advances
Phillip Sloan, Philip L. Clatworthy, Edwin Simpson et al. IEEE Reviews in Biomedical Engineering, 2024. Cites: paper

Application of Vision-Language Models for Assessing Osteoarthritis
Banafshe Felfeliyan, Yuyue Zhou, Shrimanti Ghosh et al. IEEE International Symposium on Biomedical Imaging (ISBI), 2024. Cites: paper

Enhancing Representation in Medical Vision-Language Foundation Models Via Multi-Scale Information Extraction Techniques
Weijian Huang, Cheng Li, Hong-Yu Zhou et al. IEEE International Symposium on Biomedical Imaging (ISBI), 2024. Cites: paper

Mlip: Medical Language-Image Pre-Training With Masked Local Representation Learning
Jiarun Liu, Hong-Yu Zhou, Cheng Li et al. IEEE International Symposium on Biomedical Imaging (ISBI), 2024. Cites: paper

Multimodal Self-Supervised Learning for Lesion Localization
Hao Yang, Hong-Yu Zhou, Cheng Li et al. IEEE International Symposium on Biomedical Imaging (ISBI), 2024. Cites: paper

Radiomics-Guided Multimodal Self-Attention Network For Predicting Pathological Complete Response In Breast MRI
Jonghun Kim, Hyunjin Park. IEEE International Symposium on Biomedical Imaging (ISBI), 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

Enabling Multi-modal Conversational Interface for Clinical Imaging
Kailas Dayanandan, Brejesh Lall. CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA), 2024. Cites: paper

Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology
Nur Yildirim, Hannah Richardson, Maria Teodora Wetscherek et al. CHI Conference on Human Factors in Computing Systems, 2024. Cites: paper

A Multi-Task Transformer Model for Fine-grained Labelling of Chest X-Ray Reports
Yuanyi Zhu, Maria Liakata, Giovanni Montana. Language Resources and Evaluation Conference (LREC), 2024. Cites: paper

UniChest: Conquer-and-Divide Pre-Training for Multi-Source Chest X-Ray Classification
Tianjie Dai, Ruipeng Zhang, Feng Hong et al. IEEE Transactions on Medical Imaging, 2024. Cites: paper

Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability
Mischa Dombrowski, Hadrien Reynaud, Johanna P. Müller et al. Proceedings of the AAAI Conference on Artificial Intelligence, 2024. Cites: paper

Freeze the Backbones: a Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-Training
Jiuming Qin, Che Liu, Sibo Lucas Cheng et al. IEEE International Conference on Acoustics Speech and Signal Processing, 2024. Cites: paper

Language model and its interpretability in biomedicine: A scoping review
Daoming Lyu, Xingbo Wang, Yong Chen et al. iScience, 2024. Cites: paper

CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation
Jun Wang, Abhir H. Bhalerao, Terry Yin et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

ABP: Asymmetric Bilateral Prompting for Text-Guided Medical Image Segmentation
Xinyi Zeng, Pinxian Zeng, Jiaqi Cui et al. Lecture notes in computer science, 2024. Cites: paper

Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification
Yunhe Gao, Difei Gu, Mu Zhou et al. Lecture notes in computer science, 2024. Cites: paper

Automated Spinal MRI Labelling from Reports Using a Large Language Model
Robin Y. Park, Rhydian Windsor, Amir Jamaludin et al. Lecture notes in computer science, 2024. Cites: paper

Common Vision-Language Attention for Text-Guided Medical Image Segmentation of Pneumonia
Yunpeng Guo, Xinyi Zeng, Pinxian Zeng et al. Lecture notes in computer science, 2024. Cites: paper

Cross-Modal Retrieval for Radiology Report Generation from Chest X-Ray: A Framework Using Contrastive Learning Between Image Patches and Report Sentences
Omar Khalid, Sara Nadeem, Bilal Farooq et al. Journal of Artificial Intelligence for Healthcare Systems, 2024. Cites: paper

CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging
İbrahim Ethem Hamamcı, Sezgin Er, Bjoern H. Menze. Lecture notes in computer science, 2024. Cites: paper

Disease-Informed Adaptation of Vision-Language Models
Jiajin Zhang, Ge Wang, Mannudeep K. Kalra et al. Lecture notes in computer science, 2024. Cites: paper

Enabling Text-Free Inference in Language-Guided Segmentation of Chest X-Rays via Self-guidance
Shuchang Ye, Mingyuan Meng, Mingjian Li et al. Lecture notes in computer science, 2024. Cites: paper

Exploring Vision Language Pretraining with Knowledge Enhancement via Large Language Model
Chuenyuet Tung, Yi Lin, Jianing Yin et al. Lecture notes in computer science, 2024. Cites: paper

GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph
Shaonan Liu, Wenting Chen, Jie Liu et al. Lecture notes in computer science, 2024. Cites: paper

Longitudinal data and a semantic similarity reward for chest X-ray report generation
Aaron Nicolson, Jason Dowling, Douglas Anderson et al. Informatics in Medicine Unlocked, 2024. Cites: paper

MAdapter: A Better Interaction Between Image and Language for Medical Image Segmentation
Xu Zhang, Bo Ni, Yang Yang et al. Lecture notes in computer science, 2024. Cites: paper

Masks and Manuscripts: Advancing Medical Pre-training with End-to-End Masking and Narrative Structuring
Shreyank N Gowda, David A. Clifton. Lecture notes in computer science, 2024. Cites: paper

MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction
Jiaqi Cui, Xinyi Zeng, Pinxian Zeng et al. Lecture notes in computer science, 2024. Cites: paper

MEDBind: Unifying Language and Multimodal Medical Data Embeddings
Yuan Gao, Sangwook Kim, David E. Austin et al. Lecture notes in computer science, 2024. Cites: paper

NLP-Powered Healthcare Insights: A Comparative Analysis for Multi-Labeling Classification With MIMIC-CXR Dataset
Ege Erberk Uslu, Emine Sezer, Zekeriya Anıl Güven. IEEE Access, 2024. Cites: paper

Privacy Distillation: Reducing Re-identification Risk of Diffusion Models
Virginia Fernández, Pedro Sanchez, Walter Hugo Lopez Pinaya et al. Lecture notes in computer science, 2024. Cites: paper

Visual-Textual Matching Attention for Lesion Segmentation in Chest Images
Phuoc-Nguyen Bui, Duc-Tai Le, Hyunseung Choo. Lecture notes in computer science, 2024. Cites: paper

Evidence-Grounded Chest X-ray Report Generation with Retrieval, Citation, and Hallucination Control
Danang Danang, Toni Wijanarko Adi Putra. Jurnal Sains dan Kesehatan, 2023. Cites: paper

A medical multimodal large language model for future pandemics
Fenglin Liu, Tingting Zhu, Xian Wu et al. npj Digital Medicine, 2023. Cites: paper

Study of the multimodal understanding of vision-language transformer models
Emmanuelle Salin. 2023. Cites: paper

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