Quantum Diagnostic Tool
Data Collection
Data Processing
Feature Extraction
Algorithm Development
Model Training
Model Validation
Deployment
Data Collection
Patient ID: 12345
Age: 45
Gender: Male
Diagnosis: Lung Cancer
Patient ID: 67890
Age: 50
Gender: Female
Diagnosis: Breast Cancer
Data Processing
Processed Data: Tumor Size Measurements
Average Tumor Size: 3.5 cm
Processed Data: Blood Test Results
Average CA-125 Level: 35 U/mL
Feature Extraction
Feature: Tumor Size
Feature: Tumor Location
Feature: Blood Marker Levels
Feature: Genetic Mutations
Algorithm Development
Algorithm: Support Vector Machine
Parameters: Tumor Size, Blood Marker Levels
Algorithm: Random Forest
Parameters: Genetic Mutations, Tumor Location
Model Training
Training Data: 1000 Patient Records
Training Accuracy: 90%
Training Accuracy Chart
Model Validation
Validation Data: 200 Patient Records
Validation Accuracy: 85%
Validation Accuracy Chart
Deployment
Deployment Status: Live
Deployed Models: 3
Deployment Status Chart