A comparative study of cell classifiers for image-based high-throughput screening

被引：0
|
作者：
Syed Saiden Abbas
Tjeerd MH Dijkstra
Tom Heskes
机构：
[1] Radboud University,Institute for Computing and Information Sciences
[2] Eindhoven University of Technology,Department of Electrical Engineering
来源：
BMC Bioinformatics | / 15卷
关键词：
Support Vector Machine; Radial Basis Function; Linear Discriminant Analysis; HT29 Cell; Support Vector Machine Classifier;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] A comparative study of cell classifiers for image-based high-throughput screening
    Abbas, Syed Saiden
    Dijkstra, Tjeerd M. H.
    Heskes, Tom
    [J]. BMC BIOINFORMATICS, 2014, 15
  • [2] A method for high-throughput image-based antifungal screening
    Sabburg, Rosalie
    Gregson, Aphrika
    Urquhart, Andrew S.
    Aitken, Elizabeth A. B.
    Smith, Linda
    Thatcher, Louise F.
    Gardiner, Donald M.
    [J]. JOURNAL OF MICROBIOLOGICAL METHODS, 2021, 190
  • [3] Automated Image-Based Phenotypic Screening for High-Throughput Drug Discovery
    Singh, Rahul
    Pittas, Michalis
    Heskia, Ido
    Xu, Fengyun
    McKerrow, James
    Caffrey, Conor R.
    [J]. 2009 22ND IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, 2009, : 198 - +
  • [4] High-Throughput Image-Based Aggresome Quantification
    Lesire, Laetitia
    Chaput, Ludovic
    Cruz De Casas, Paulina
    Rousseau, Fanny
    Piveteau, Catherine
    Dumont, Julie
    Pointu, David
    Deprez, Benoit
    Leroux, Florence
    [J]. SLAS DISCOVERY, 2020, 25 (07) : 783 - 791
  • [5] High-throughput, image-based screening of pooled genetic-variant libraries
    George Emanuel
    Jeffrey R Moffitt
    Xiaowei Zhuang
    [J]. Nature Methods, 2017, 14 : 1159 - 1162
  • [6] Development of epitope barcoding for high-throughput image-based genetic screening.
    Kudo, T.
    Covert, M. W.
    [J]. MOLECULAR BIOLOGY OF THE CELL, 2016, 27
  • [7] High-throughput, image-based screening of pooled genetic-variant libraries
    Emanuel, George
    Moffitt, Jeffrey R.
    Zhuang, Xiaowei
    [J]. NATURE METHODS, 2017, 14 (12) : 1159 - +
  • [8] An Image-based Dynamic High-throughput Analysis of Adherent Cell Migration
    Sun, Meng
    Rethi, Bence
    Krishnamurthy, Akilan
    Joshua, Vijay
    Wahamaa, Heidi
    Catrina, Sergiu-Bogdan
    Catrina, Anca
    [J]. BIO-PROTOCOL, 2021, 11 (06):
  • [9] High-throughput image-based monitoring of cell aggregation and microspheroid formation
    Deckers, Thomas
    Lambrechts, Toon
    Viazzi, Stefano
    Hall, Gabriella Nilsson
    Papantoniou, Ioannis
    Bloemen, Veerle
    Aerts, Jean-Marie
    [J]. PLOS ONE, 2018, 13 (06):
  • [10] Image-Based High-Throughput Phenotyping in Horticultural Crops
    Abebe, Alebel Mekuriaw
    Kim, Younguk
    Kim, Jaeyoung
    Kim, Song Lim
    Baek, Jeongho
    [J]. PLANTS-BASEL, 2023, 12 (10):
12345