Carnegie Mellon University

Electrical and Computer Engineering

College of Engineering

Course Information

18-496: Introduction to Biomedical Imaging and Image Analysis

Units:

12

Description:

This course gives an overview of tools and tasks in various biological and biomedical imaging modalities, such as fluorescence microscopy, electron microscopy, magnetic resonance imaging, ultrasound and others. The major focus will be on automating and solving the fundamental tasks required for interpreting these images, including (but not restricted to) deconvolution, registration, segmentation, pattern recognition, and modeling, as well as tools needed to solve those tasks (such as Fourier and wavelet methods). The discussion of these topics will draw on approaches from many fields, including statistics, signal processing, and machine learning. As part of the course, students will be expected to complete an independent project.

Prerequisites: 18-290

Last Modified: 2015-08-25 1:51PM

Semesters offered:

  • Fall 2015
  • Fall 2014
  • Fall 2013
  • Fall 2012
  • Fall 2011
  • Fall 2010
  • Fall 2009
  • Fall 2008
  • Fall 2007
  • Fall 2006
  • Spring 2006
  • Spring 2005