Label-free detection of Giardia lamblia cysts using a deep learning-enabled portable imaging flow cytometer

Abstract

We developed a field-portable and cost-effective imaging flow cytometer that uses deep learning to accurately detect Giardia cysts in water samples.

Document Details

Document Type
Pub Defense Publication
Publication Date
Jan 01, 2020
Source ID
10.1039/d0lc00708k

Entities

People

  • Aydoğan Özcan
  • David Baum
  • Fang Song
  • Hatice Ceylan Koydemir
  • Kevin De Haan
  • Miu Tamamitsu
  • Spencer Peterman
  • Thamira Skandakumar
  • Yunzhe Qiu
  • Zilin Cai
  • Zoltán Göröcs

Organizations

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

Tags

Fields of Study

  • Physics

Readers

  • Infectious Disease/Epidemiology
  • Medical Imaging.
  • Neural Network Machine Learning.

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks