Medgebra (AI Courses for Healthcare)

Week_2: Lecture: Measures of disease occurence.pdf

Lecture + Practical : video recording

Quiz: Week 2

Exercise 2 : Variables type

Exercise _3: Ratio, Rates and proportions

Practical in R : Week 2

Week 3: Lecture_ Measuring disease association_ power point

Week 3: Complete recording of lecture + Practical

Quiz 1"Odds ratio and relative risk"

Week 3: Practical

Week 3: optional practical

Week 4: Study designs (lecture part1 + part 2)

Week 4: video recording of part 1 _ study designs

Week4: Recorded lecture _ Part 2 _ study designs (cohort study and RCT)

Quiz 1: Study designs

Quiz 2 : cross sectional studies_The purpose of the assignment "Abstracts_Part_1" is to practice recognition of the purpose of the cross-sectional studies . So for each abstract, the question is: What is the purpose of the following studies?

Quiz 3: Read the following article "Low Bone Mineral Density Is Related to Echogenic Carotid Artery Plaques: A Population-based Study" and answer the question in the next section?

Quiz 3 : Questions about the paper? submit your answers bellow:

Week_5_GLM.pdf

Week5: Lecture recording _ Generalized linear models

Week 5: GLM_ Recording of practical orientation

Week 5: Practical _ GLM

Week_5: Extra exercises in R (Optional): Model building and Multicollinearity

Week_5: Extra reading

WEEk_6_ lecture_Part_1.pdf

Week_6_lecture_part_2.pdf

Week 6: Practical 2 _ Propensity score analysis

Further reading: read article_Selection bias and information bias_Tripepi et al 2010_annotated 2021

Further reading: read article_Methods to control for unmeasured confounding_Uddin et al 2016

Further reading: read article Psaty_-_JAGS_1999

Assessment of prediction model performance.pdf

Week_9_ Lecture :Diagnostic research

Week_9: Recording of diagnostic research lecture

Week_10_Therapeutic research.pdf

Week_10_ therapeutic research_Lecture recording

Week_10_ Practical exercise_1

Practical_2_critical appraisal of a clinical trial