Publication detail

Classification of cells in time-lapse quantitative phase image by supervised machine learning

ŠTRBKOVÁ, L. VESELÝ, P. CHMELÍK, R.

Original Title

Classification of cells in time-lapse quantitative phase image by supervised machine learning

English Title

Classification of cells in time-lapse quantitative phase image by supervised machine learning

Type

abstract

Language

en

Original Abstract

This work focuses on the classification of cells in time-lapse quantitative phase images by supervised machine learning. We compare the performance with the classification based on single-time-point quantitative phase images.

English abstract

This work focuses on the classification of cells in time-lapse quantitative phase images by supervised machine learning. We compare the performance with the classification based on single-time-point quantitative phase images.

Keywords

quantitative phase image

Released

23.05.2019

Publisher

OSA Technical Digest (Optical Society of America, 2019)

ISBN

978-194358059-0

Book

Digital Holography and Three-Dimensional Imaging 2019

Pages count

2

URL

Documents

BibTex


@misc{BUT170348,
  author="Lenka {Štrbková} and Pavel {Veselý} and Radim {Chmelík}",
  title="Classification of cells in time-lapse quantitative phase image by supervised machine learning",
  annote="This work focuses on the classification of cells in time-lapse quantitative phase images by supervised machine learning. We compare the performance with the classification based on single-time-point quantitative phase images.",
  address="OSA Technical Digest (Optical Society of America, 2019)",
  booktitle="Digital Holography and Three-Dimensional Imaging 2019",
  chapter="170348",
  doi="10.1364/DH.2019.Th3A.39",
  howpublished="online",
  institution="OSA Technical Digest (Optical Society of America, 2019)",
  year="2019",
  month="may",
  publisher="OSA Technical Digest (Optical Society of America, 2019)",
  type="abstract"
}