Slides

• T1a - Course Organization
• T1b - Introduction to Health Informatics
• T2 - Health Data
• T3 - Designing and Engineering Health Systems
• T4 - Biomedical Data Analysis
• T5 - Public Health Informatics
  
• T6 - Patient Monitoring Systems
  
• T7 - Clinical Decision Support Systems
  
• T8 - Medical Imaging: Deep Learning
  
• T9 - Ethics and Privacy
• T10 - Information Retrieval and Health Digital Libraries
• T11 - Clinical NLP
• T12 - Summary of Contents
  
• T13 - TeleHealth and Consumer Health Informatics
  
• T14 - Translational Bioinformatics: Background
• T15 - Genetics and Precision Medicine v2
• T16 - Epigenetics and Precision Medicine
  (slide 34: "SAHA decreases increases expression by preventing deacetylation")
  
• T17 - Multi-Omic Data Analysis
  

Exercises

• True and false (T4, T8, T14-T17)
  
  • True and false solutions
    
• Open questions (T4, T8, T14-T17)
  • Open questions: solutions
    • errata: 1) x1 value on y2 is 0.1 0.3, 1c) RMSE is 0.24 0.1
      

Previous exams

• 2018 exam 
  
• 2017 exam
  
• 2016: exam #1 and exam #2
  
• old: 2015 exam, 2014 exam
  

Exam materials (exam weights added)

• Slides (the referenced articles can be accessed to backup specific information)
  
  • T2,T3,T5-T7,T9-T13 (~10 values)
    
  • relevant slides on biomedical data analysis (~4.5 values):
    • T4: 5-7,10-12,15-56,62-72,74,75,80
      
    • T8: 2,6-12,15,16,23-25,32-55
      
  • relevant slides on translational bioinformatics (~5.5 values)
    
    • T14 (background for computer scientists): 6-12,16,17,20-22,24,27,33-37,42,45,65-69
      
    • T15: 7-53,69-72
      
    • T16: 4-17,23,25-38,42,43,47,48,58-62
      
    • T17: 6, 46 (two slides)
      
• Homeworks to consolidate practical exercises
• Biomedical Informatics (Edward Shortliffe): 3rd Ed Chapters 1-20, 4th Ed Chapters 1-22
  

Office hours for exam

• Office hours of Bruno Martins via appointment (e-mail)
• Rui Henriques: June 11th, 9h-10h30 @ F8, Informática III

Planning