Detailed Idea for the Dermatech System
- Main Idea of the System: Dermatech is an AI-based system that operates through a mobile application, designed to assist users in diagnosing primary skin conditions and providing treatment recommendations. The system aims to simplify access to initial dermatological diagnoses while reducing the need for doctor visits unless necessary.
How the System Works:
- Image Capture and Disease Diagnosis:
The user captures an image of the affected skin area using their smartphone camera through the app. The image is sent to the application server, where a deep learning AI model analyzes it. The model identifies the potential skin condition based on the training data it has received.
- Asking Additional Questions for Confirmation:
After the initial diagnosis, the system asks specific questions (e.g., itchiness, pain, spread) to verify the diagnosis. These questions are chosen based on a database containing symptoms related to dermatological diseases.
- Providing the Final Diagnosis:
If the answers align with the initial diagnosis, the system provides the user with the final result and potential treatment recommendations (e.g., over-the-counter creams or medications). If the symptoms do not match the expected disease, the app advises the user to consult a dermatologist for an accurate diagnosis.