Rapid imaging, detection and quantification of Giardia lamblia cysts using mobile-phone based fluorescent microscopy and machine learning

Abstract

We report a mobile-phone based fluorescent microscope that uses machine learning to rapidly image, detect and quantify Giardia lamblia cysts in water samples.

Document Details

Document Type
Pub Defense Publication
Publication Date
Jan 01, 2015
Source ID
10.1039/c4lc01358a

Entities

People

  • Aydoğan Özcan
  • Bingen Cortazar
  • Derek Tseng
  • Euan McLeod
  • Hatice Ceylan Koydemir
  • Jordi Burbano
  • Raymond Yan Lok Chan
  • Steve Feng
  • Zoltán Göröcs

Organizations

  • Army Research Office
  • United States Army
  • University of California, Los Angeles

Tags

Readers

  • Environmental Engineering
  • Image Processing and Computer Vision.
  • Neural Network Machine Learning.

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks