• DEMI causal AI algorithm Read► (use instructor's last name as password)
  • Overview Slides► Video► YouTube►
  • Step 1, Temporal Order PDF► YouTube►
  • Step 2, Total Effect PDF► YouTube►
  • Step 3, Direct Effect PDF► YouTube►
  • Code Python►

• Diagnosis of COVID-19 is complex and beyond means of human mind:
• Non respiratory symptoms of COVID-19 PubMed►
• Symptom clusters for COVID-19  PubMed►
• Order of occurrence matters PubMed►
• Network model for diagnosis of COVID-19 PubMed► Zip-Netica► Tables►
• Free text, and guided, interview for diagnosis of COVID-19 at home Trained ChatGPT A.I.►

Assignment

Question 1:  Create an AI system to diagnose COVID-19 based on information available at home prior to visit to a clinic or emergency room. 

• Use data collected from real patients Download► Dictionary►
• Create the knowledgebase of the AI system from the data CSV►
• Use DEMI algorithm to analyze the knowledgebase Python►
• Create an interactive AI system COVID Clinician► YouTube►
• Final project report structure Document►

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This page is part of the course on Comparative Effectiveness by Farrokh Alemi, Ph.D. Home► Profile►