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Basics of Image Processing for cryo-EM-Part I

Member for

2 years 6 months
Full name
Gary Chiang

This course provides an introduction to important concepts and practical workflows of cryo-electron microscopy (cryo-EM) image processing. Participants will learn the fundamentals of single-particle analysis, including motion correction, CTF estimation, particle picking, 2D classification, 3D reconstruction, and refinement. The course consists of two sessions, with the first session consisting of a lecture, and the second session consisting of a hands-on processing session. Students intending to attend the hands-on session should ensure they have also taken this first lecture.

In order to best prepare for this course, students should learn basic concepts in cryo-EM from a short online course on cryo-EM (e.g. Cryo-EM university), as the course will build on a basic knowledge of concepts presented there.

Secondary recommended video resources:

  1. Single Particle Cryo-EM Overview by Yifan Cheng – Explains the principles of single-particle cryo-EM and 3D reconstruction from 2D images. Watch on YouTube
  2. Introduction and Cryo-EM Fundamentals (Part 1 of 6) – Covers data collection, motion correction, CTF estimation, particle picking, and 2D/3D classification using CryoSPARC. Watch on YouTube
  3. S2C2 Cryo-EM Image Processing Workshop (Full Session) – A nearly 5-hour workshop covering motion correction, CTF estimation, particle picking, 2D classification, and ab initio reconstruction. Watch on YouTube
  4. Cryo-EM: Back to Basics (Chapter 1) – A concise introduction to sample preparation, imaging, and data processing fundamentals. Watch on YouTube
  5. Single-Particle Data Analysis Walkthrough – A step-by-step CryoSPARC workflow: motion correction, CTF estimation, particle picking, classification, and refinement. Watch on YouTube
Course ID
CB26008
Status
Open
Modality
Hybrid, but in-person encouraged
Course Closes
Wed, Nov 05
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Course Semester
Mon, Nov 10
10:00 am - 1:00 pm

$50