Adding and managing models

Adding and managing models on DXAI.app is designed to be intuitive and user-friendly, giving AI researchers full control over their models.

Add Model:

To add a new model, researchers must complete a simple form:

1. URL: Provide the location where your model is deployed, such as platforms like Hugging Face, Streamlit, AWS, Azure, or others. This allows us to access your model directly for inferences.

2. Variables: List the variables used by your model to make inferences. This information is crucial for us to understand the input parameters.

3. Description: Provide a detailed explanation of how the model works and the methodology used in its training. This helps us better understand the model's capabilities and applications.

4. Speciality: Select the relevant specialty for your model (e.g., cardiology, radiology, etc.), ensuring it’s categorized for healthcare representatives to easily find and use.

Manage Models:

Once added, researchers can manage their models efficiently:

• Get rated: we will stress-test your models and assign a rating based on model's performance (based on identified variables such as sensitivity, specificity, precision, accuracy, and others) against our proprietary image datasets.

• Delete: Remove models that are no longer in use or need updating.

• Track Performance: Monitor how your models are performing, including inferences made and feedback received from healthcare representatives.