Cellytics: A Digital Inline Holography Platform for Single Cell Analysis in Biomedical and Environmental Applications

  • Hojin Cheon
  • , Sanghoon Shin
  • , Hyungsik Kim
  • , Huijin Rim
  • , Hyeii Jang
  • , Haehee Han
  • , Kang Choi
  • , Samir Kumar
  • , Inha Lee
  • , Sunmi Han
  • , Hyun Sik Jun
  • , Sungkyu Seo*
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this study, we explore the application of digital inline holography (DIH) and lens-free Shadow imaging technology (LSIT) for biosensing. LSIT offers a cost-effective and rapid method for cell analysis and real-time marine pollution monitoring without complex optical equipment. LSIT provides a cost-effective, rapid method for cell analysis and real-time marine pollution monitoring without complex optical equipment, offering a broad field of view. We analyzed human blood cells using parameters of the shadow images obtained using LSIT, which revealed significant differences and clear group separations. For polymer microspheres, contour algorithms were employed, revealing distinct group characteristics. Furthermore, using machine learning techniques, LSIT effectively tracked rotifer mobility in toxic environments with high accuracy. These results illustrate the potential of LSIT in biosensing, environmental monitoring, and clinical diagnostics.

Original languageEnglish
Title of host publication2024 IEEE Sensors, SENSORS 2024 - Conference Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350363517
DOIs
Publication statusPublished - 2024
Event2024 IEEE Sensors, SENSORS 2024 - Kobe, Japan
Duration: 2024 Oct 202024 Oct 23

Publication series

NameProceedings of IEEE Sensors
ISSN (Print)1930-0395
ISSN (Electronic)2168-9229

Conference

Conference2024 IEEE Sensors, SENSORS 2024
Country/TerritoryJapan
CityKobe
Period24/10/2024/10/23

Bibliographical note

Publisher Copyright:
© 2024 IEEE.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 14 - Life Below Water
    SDG 14 Life Below Water

Keywords

  • Contour
  • Digital Inline Hologram
  • Machine Learning
  • Micro Object
  • Single cell

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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