YoVDO

Scratch Assay Analysis With Just 5 Lines Code in Python

Offered By: DigitalSreeni via YouTube

Tags

Python Courses Linear Regression Courses Image Processing Courses

Course Description

Overview

Learn to perform scratch assay analysis efficiently using Python in this 28-minute video tutorial. Discover how to segment time series images for 'clean' versus cell-filled regions in wound healing assays, a common biological technique. Explore advanced segmentation methods using Entropy filter and Otsu thresholding to overcome the limitations of histogram segmentation. Master the process of looping through images, analyzing data, and plotting results with just five lines of code. Gain insights into entropy filters, image processing, binary image creation, and linear regression. Access the complete code on GitHub to enhance your microscopy image analysis skills.

Syllabus

Introduction
What is scratch analysis
Entropy filter
Image filter
Binary image
Image processing
Capturing time
populating lists
linear regression


Taught by

DigitalSreeni

Related Courses

Artificial Intelligence for Robotics
Stanford University via Udacity
Intro to Computer Science
University of Virginia via Udacity
Design of Computer Programs
Stanford University via Udacity
Web Development
Udacity
Programming Languages
University of Virginia via Udacity