Excel AI

I am starting the creation of an agentic AI system that can read and interpret a

I feel there is a lack of websites designed for medical imaging analysis. Kaggle and Hugging-face are not ideal.

Algorithms:

• hugging-face

• https://www.kaggle.com/competitions?searchQuery=cancer

• https://github.com/medtorch/awesome-healthcare-ai?tab=readme-ov-file

• https://github.com/seokkim/Awesome-Medical-Imaging

• https://github.com/AI-in-Health/MedLLMsPracticalGuide

  
  
  Datasets:

• https://news.ycombinator.com/item?id=14037705

• https://kms-healthcare.com/blog/healthcare-data-sets/

• https://www.ilovephd.com/websites-download-medical-image-datasets-free/

• https://github.com/sfikas/medical-imaging-datasets

• https://encord.com/blog/best-free-datasets-for-healthcare/

• https://www.v7labs.com/blog/healthcare-datasets-for-computer-vision

• https://www.microsoft.com/en-us/research/project/medical-image-analysis/downloads/

• https://www.kaggle.com/competitions?searchQuery=cancer

  
  
  
  

The ideal website is:

1. Datasets section about different diseases or different body parts
2. Each dataset linked to a ranking of the best algorithms
3. Each algorithm in a clear ranking (like the LLMs ranking we have now)
4. Ability for people to access the algorithms / datasets
5. Ability for people to upload data and algorithms

!!!! Each algorithm needs to:

• provide what data was used for training (ideally OS) and needs to get tested by the platform.

2024-09-01