paper list, dataset, and tools for radiology report generation
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Jun 15, 2025
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radiology-report-generation
Here are 30 public repositories matching this topic...
The official GitHub repository of the survey paper "A Systematic Review of Deep Learning-based Research on Radiology Report Generation".
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May 17, 2025 - TeX
[ECCV2022] The official implementation of Cross-modal Prototype Driven Network for Radiology Report Generation
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Dec 27, 2024 - Python
Awesome radiology report generation and image captioning papers.
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Oct 15, 2024
The official GitHub repository of the AAAI-2024 paper "Bootstrapping Large Language Models for Radiology Report Generation".
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Apr 23, 2024 - Python
Code for the paper "ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning" (ACL'23).
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Oct 3, 2024 - Python
[CVPR'25] Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation
longitudinal-data multi-view-learning mimic-cxr contrastive-learning radiology-report-generation patient-specific-prior-knowledge mimic-abn
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Jun 12, 2025 - Python
A curated list of awesome resources, papers, datasets, and tools related to AI in radiology. This repository aims to provide a comprehensive collection of materials to facilitate research, learning, and development in the field of AI-powered radiology.
medical medical-imaging radiology radiologist radiology-imaging radiology-reports llm radiology-report-generation llms medical-llm
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Aug 7, 2024
Code for the paper "RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning" (EMNLP'23 Findings).
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Jun 12, 2025 - Python
[MICCAI'24] Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation
chest-xrays mimic-cxr radiology-report-generation chest-x-ray-report-generation patient-specific-indication
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Apr 14, 2025 - Python
Code for the paper "ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation" (EMNLP'24 Findings).
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Dec 11, 2024 - Python
Code for the paper "RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection" (ACL'25).
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Jun 17, 2025 - Python
[ACL 2025] ⚖️ Temporally-aware MLLM for Biomedical Radiology Analysis and Report Generation. Flexible toolkit with LLM backbone support, real-time validation, training resumption, and smart model saving.
medical-image-analysis chest-xrays ai4science radiology-report-generation vision-language-model multimodal-large-language-models llama3
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Jun 15, 2025 - Python
Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation
chest-x-ray mimic-cxr radiology-report-generation factual-serialization-enhancement similar-historical-cases iu-x-ray
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Apr 20, 2025 - Python
[IJBHI 2024] This is the official implementation of CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation accepted to IEEE Journal of Biomedical and Health Informatics (J-BHI), 2023.
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May 14, 2025 - Python
EVOKE: Elevating Chest X-ray Report Generation via Multi-View Contrastive Learning and Patient-Specific Knowledge
medical-image-analysis multi-view-learning multi-view mimic-cxr contrastive-learning radiology-report-generation multi-view-cxr
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Mar 13, 2025
A Python package for evaluating radiology report generation using multiple standard and medical-specific metrics.
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Apr 15, 2025 - Python
RadioCare: Fighting Inefficiencies in Medical Imaging
machine-learning healthcare radiology mimic-cxr ai-in-healthcare vision-transformer radiology-report-generation
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Jan 11, 2025 - Jupyter Notebook
Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components
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Oct 4, 2024 - Python
AI-powered Chest X-ray report generation app using VLM (Swin-T5) and LLM (LLaMA-3) for multilingual Q&A and medical education support.
pytorch medical-imaging radiology vlm end-to-end-machine-learning chest-xray machine-learning-projects data-science-projects huggingface end-to-end-project deep-learning-project deep-learning-projects large-language-models llm medical-report-generation radiology-report-generation vision-language-model
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May 14, 2025 - Jupyter Notebook
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