richard-peng-xia/awesome-multimodal-in-medical-imaging

• highreadme#1

  Reposition README opening to emphasize its nature as a curated list

  原因：

  当前

  This repository includes resources on several applications of multi-modal learning in medical imaging, including papers related to large language models (LLM).

  复制粘贴的修复

  复制

  This repository is a curated collection of academic papers and resources on applications of multi-modal learning in medical imaging, with a special focus on large language models (LLM). It serves as a central hub for researchers, students, and practitioners to discover and organize essential resources in this rapidly evolving field.

  待办完成忽略
• mediumhomepage#2

  Add a homepage URL to the repository metadata

  原因：

  复制粘贴的修复

  复制

  https://github.com/richard-peng-xia/awesome-multimodal-in-medical-imaging

  待办完成忽略
• lowtopics#3

  Add 'awesome-list' and 'curated-list' topics

  原因：

  当前

  large-language-models, large-multimodal-models, medical-imaging, medical-report-generation, multimodal-deep-learning, multimodal-large-language-models, multimodal-learning, visual-question-answering

  复制粘贴的修复

  复制

  large-language-models, large-multimodal-models, medical-imaging, medical-report-generation, multimodal-deep-learning, multimodal-large-language-models, multimodal-learning, visual-question-answering, awesome-list, curated-list, resource-collection

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  Where can I find academic papers on multimodal deep learning for medical image analysis?

  你：未被推荐
  AI 推荐顺序：

  1. PubMed
  2. PubMed Central
  3. IEEE Xplore Digital Library
  4. IEEE Transactions on Medical Imaging
  5. IEEE Journal of Biomedical and Health Informatics
  6. arXiv
  7. Google Scholar
  8. Scopus
  9. Web of Science
  10. MICCAI
  11. IPMI
  12. ISBI
  13. MIDL
  14. NeurIPS
  15. ICML
  16. CVPR
  17. ECCV
  18. AAAI

  AI 推荐了 18 个替代方案，却始终没点名 richard-peng-xia/awesome-multimodal-in-medical-imaging。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Looking for research on integrating large language models with medical imaging for diagnosis.

  你：未被推荐
  AI 推荐顺序：

  1. RadBERT
  2. CheXpert
  3. RadFM
  4. Med-PaLM M
  5. Flamingo
  6. LLaVA-Med
  7. VQA-Med
  8. SLAKE
  9. IBM Watson Health Imaging
  10. Nuance PowerScribe One with AI
  11. PathLLM
  12. HistoGPT

  AI 推荐了 12 个替代方案，却始终没点名 richard-peng-xia/awesome-multimodal-in-medical-imaging。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of richard-peng-xia/awesome-multimodal-in-medical-imaging?

  pass
  ⚠AI 未点名 richard-peng-xia/awesome-multimodal-in-medical-imaging —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts richard-peng-xia/awesome-multimodal-in-medical-imaging in production, what risks or prerequisites should they evaluate first?

  pass
  ⚠AI 未点名 richard-peng-xia/awesome-multimodal-in-medical-imaging —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo richard-peng-xia/awesome-multimodal-in-medical-imaging solve, and who is the primary audience?

  pass
  ⚠AI 未点名 richard-peng-xia/awesome-multimodal-in-medical-imaging —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？