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
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
  • [11] Identifying Cell Cycle Modulators That Selectively Target ARIDIA Deficiency Using High-Throughput Image-Based Screening
    Zhang, Lihong
    Shen, Jianfeng
    Yin, Yuping
    Peng, Yang
    Wang, Lulu
    Hsieh, Hui-Ju
    Shen, Qian
    Brown, Powel H.
    Tao, Kaixiong
    Uray, Ivan P.
    Peng, Guang
    [J]. SLAS DISCOVERY, 2017, 22 (07) : 813 - 826
  • [12] An Image-Based High-Throughput and High-Content Drug Screening Method Based on Microarray and Expansion Microscopy
    Xie, Junfang
    Han, Daobo
    Xu, Shuai
    Zhang, Haitong
    Li, Yonghe
    Zhang, Mingshan
    Deng, Zhichao
    Tian, Jianguo
    Ye, Qing
    [J]. ACS NANO, 2023, 17 (16) : 15516 - 15528
  • [13] An Image-based Assay for High-throughput Analysis of Cell Proliferation and Cell Death of Adherent Cells
    Szalai, Paula
    Engedal, Nikolai
    [J]. BIO-PROTOCOL, 2018, 8 (09):
  • [14] Use of image-based automated high-throughput screening bioassays and integrative phenotyping in plant biotechnology
    Spichal, Lukas
    Humplik, Jan
    De Diego, Nuria
    Furst, Tomas
    [J]. NEW BIOTECHNOLOGY, 2016, 33 : S24 - S24
  • [15] Image-based high-throughput quantification of cellular fat accumulation
    Dragunow, Mike
    Cameron, Rachel
    Narayan, Pritika
    O'Carroll, Simon
    [J]. JOURNAL OF BIOMOLECULAR SCREENING, 2007, 12 (07) : 999 - 1005
  • [16] Image-Based High-Throughput Field Phenotyping of Crop Roots
    Bucksch, Alexander
    Burridge, James
    York, Larry M.
    Das, Abhiram
    Nord, Eric
    Weitz, Joshua S.
    Lynch, Jonathan P.
    [J]. PLANT PHYSIOLOGY, 2014, 166 (02) : 470 - 486
  • [17] Image-Based Single Cell Profiling: High-Throughput Processing of Mother Machine Experiments
    Sachs, Christian Carsten
    Gruenberger, Alexander
    Helfrich, Stefan
    Probst, Christopher
    Wiechert, Wolfgang
    Kohlheyer, Dietrich
    Noeh, Katharina
    [J]. PLOS ONE, 2016, 11 (09):
  • [18] An image-based assay for high throughput screening of Giardia lamblia
    Gut, Jiri
    Ang, Kenny K. H.
    Legac, Jennifer
    Arkin, Michelle R.
    Rosenthal, Philip J.
    McKerrow, James H.
    [J]. JOURNAL OF MICROBIOLOGICAL METHODS, 2011, 84 (03) : 398 - 405
  • [19] A novel phenotypic dissimilarity method for image-based high-throughput screens
    Xian Zhang
    Michael Boutros
    [J]. BMC Bioinformatics, 14
  • [20] A novel phenotypic dissimilarity method for image-based high-throughput screens
    Zhang, Xian
    Boutros, Michael
    [J]. BMC BIOINFORMATICS, 2013, 14