MedSAM Project (Medical Segment Anything Model)

MedSAM Project (Medical Segment Anything Model)

Specific Medical Segment: Oral Cancer

Specific Requirements:

- Develop a model for predicting the risk of oral cancer
- Integrate relevant medical data and variables into the model
- Ensure accuracy and reliability of the model in predicting oral cancer risk
- Visualize the results on the testing data
- Save these new prediction as the same format for the shared data
- Provide clear documentation and explanations of the model's methodology and results
- Suggestion to use LLM or apply Explainable AI to describe the prediction results

Desired Outcome: Model Creation

Ideal Skills and Experience:

- In-depth knowledge of oral cancer and its risk factors
- Strong background in data analysis and predictive modeling
- Proficiency in programming languages such as Python and PyTorch
- Experience in working with medical data and variables
- Ability to communicate complex concepts effectively

GitHub to use : https://github.com/bowang-lab/MedSAM

Data: will be shared if we agreed on the project.

Time to finish this project: 5-7 days