Prediction of Protein Subcellular Localization Based on Microscopic Images via Multi‐Task Multi‐Instance Learning

[1]  Hongbin Shen,et al.  Incorporating label correlations into deep neural networks to classify protein subcellular location patterns in immunohistochemistry images , 2021, Proteins.

[2]  Yang Xiaoqin,et al.  Essential Protein Prediction Based on Shuffled Frog‐Leaping Algorithm , 2021, Chinese Journal of Electronics.

[3]  Hong-Bin Shen,et al.  ImPLoc: a multi-instance deep learning model for the prediction of protein subcellular localization based on immunohistochemistry images , 2019, Bioinform..

[4]  Hong-Bin Shen,et al.  Learning complex subcellular distribution patterns of proteins via analysis of immunohistochemistry images , 2019, Bioinform..

[5]  Hong-Bin Shen,et al.  Hum‐mPLoc 3.0: prediction enhancement of human protein subcellular localization through modeling the hidden correlations of gene ontology and functional domain features , 2016, Bioinform..

[6]  Xuesong Wang,et al.  Protein Function Prediction Based on Active Semi-supervised Learning , 2016 .

[7]  Koen E. A. van de Sande,et al.  Selective Search for Object Recognition , 2013, International Journal of Computer Vision.

[8]  Sang-Mun Chi,et al.  WegoLoc: accurate prediction of protein subcellular localization using weighted Gene Ontology terms , 2012, Bioinform..

[9]  E. Lundberg,et al.  Towards a knowledge-based Human Protein Atlas , 2010, Nature Biotechnology.

[10]  Oliver Kohlbacher,et al.  YLoc—an interpretable web server for predicting subcellular localization , 2010, Nucleic Acids Res..

[11]  Estelle Glory-Afshar,et al.  Determining the distribution of probes between different subcellular locations through automated unmixing of subcellular patterns , 2010, Proceedings of the National Academy of Sciences.

[12]  Piero Fariselli,et al.  BaCelLo: a balanced subcellular localization predictor , 2006, ISMB.

[13]  Minoru Kanehisa,et al.  Prediction of protein subcellular locations by support vector machines using compositions of amino acids and amino acid pairs , 2003, Bioinform..