Microlens

What it does

Microlens is a Progressive web application (PWA) powered by Gemini AI, designed to enhance diagnostic efficiency for healthcare professionals and the general public. It makes diagnostics accessible at your fingertips, empowering users with vital health information for personal health management.
The World Health Organization (WHO) reports that misdiagnoses contribute to about 50% of global medical errors, resulting in millions of deaths annually. This problem is often due to the vast number of microorganisms involved in diseases, which professionals struggle to memorize. Microlens addresses this by using the Gemini-1.5-flash vision model for highly accurate diagnostics, reducing errors and improving health outcomes.
Core Features
1. Precision Scanner:
Identifies microorganisms with 95-100% accuracy.
Provides details on domain, effects, prevention, and treatment.
2. Personal Diagnostic Agent:
Offers symptom-based diagnoses and medication suggestions.
3. Chatbot
Provides personalized health inquiries and real-time responses.
4. Quizzes
Engages users with interactive questions on diseases and treatments.
Promotes self-education through tailored quizzes.
Microlens also includes speech recognition and synthesis for inclusive accessibility.
Previously, I trained a model on the DiBas dataset using DenseNet121, which showed impressive results. However, the Gemini benchmark proved to be superior in classification accuracy, demonstrating exceptional reliability for diagnosis.