ENAS913: Probability and Estimation for Bio-Medical Image Analysis

The goal of this course is to introduce beginning graduate students to the probability and estimation theoretic approach to biomedical image analysis.

Detailed course description (pdf)

  • Text: (for the estimation theory part):
    Essentials of Statistical Inference, by G. A. Young & R. L. Smith, Cambridge University Press.
    Link to Amazon

  • Notes: The original notes for the course were handwritten.
    They are added here as they are transcribed into pdf.
    Let me know if you find any typos.

  1. A Guided Tour of Sets, Functions, and Random Variables. (pdf)

  2. What is a Parametrization? (pdf)

  3. Homework 1 (pdf)