ai_doctor and AI Startup based Web app inspired by @Siraj

Resources and Help

deteting whether chest x-ray scan image is having pneumonia disease or not

Functionality

• signin
• signout
• stripe payment
• prediction

Adding Stripe Payment Functionality

• use you stripe secret key and public key for payment
• place your stripe api keys in index.html and user.py file

Model Performance

• Base Model - Inception V3
• CNN Based Neural Network Transfer Learning Approach
• Validation Accuracy - 85%

Tech Stack

• python 3.6
• tensorflow 1.5
• opencv
• keras
• flask
• mysql
• stripe

Screenshots of Pages

• Signin Page

• Signup Page

• Payment Page

• Paid Service Page

• Prediction Page

Future TODOS

• Increase Model Performance
• Add more AI model related to medical
• Add Model Version Control System
• Will Use of Stanford CheXpert, a large dataset that contains 224,316 chest radiographs of 65,240 patients. A labeller to automatically detect the presence of 14 observations in radiology reports, capturing uncertainties inherent in radiograph interpretation.