iLocator – An Image-based Multi-label Human Protein Subcellular Localization Predictor

iLocator

:: DESCRIPTION

iLocator is an image-based multi-label subcellular location predictor, which covers 7 cellular localizations, i.e. cytoplasm, endoplasmic reticulum, Golgi apparatus, lysosome, mitochondria, nucleus, and vesicles. The iLocator incorporates both global and local image descriptors, and uses an ensemble multi-label classifier to generate accurate predictions.

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::DEVELOPER

Computational Systems Biology Group, Shanghai Jiao Tong University

:: SCREENSHOTS

:: REQUIREMENTS

  • Windows
  • Matlab

:: DOWNLOAD

 iLocator

:: MORE INFORMATION

Citation:

Bioinformatics. 2013 Aug 15;29(16):2032-40. doi: 10.1093/bioinformatics/btt320. Epub 2013 Jun 4.
An image-based multi-label human protein subcellular localization predictor (iLocator) reveals protein mislocalizations in cancer tissues.
Xu YY1, Yang F, Zhang Y, Shen HB.