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Items: 4

1.

Automated analysis of high-content microscopy data with deep learning.

Kraus OZ, Grys BT, Ba J, Chong Y, Frey BJ, Boone C, Andrews BJ.

Mol Syst Biol. 2017 Apr 18;13(4):924. doi: 10.15252/msb.20177551.

2.

Machine learning and computer vision approaches for phenotypic profiling.

Grys BT, Lo DS, Sahin N, Kraus OZ, Morris Q, Boone C, Andrews BJ.

J Cell Biol. 2017 Jan 2;216(1):65-71. doi: 10.1083/jcb.201610026. Epub 2016 Dec 9. Review.

3.

Classifying and segmenting microscopy images with deep multiple instance learning.

Kraus OZ, Ba JL, Frey BJ.

Bioinformatics. 2016 Jun 15;32(12):i52-i59. doi: 10.1093/bioinformatics/btw252.

4.

Computer vision for high content screening.

Kraus OZ, Frey BJ.

Crit Rev Biochem Mol Biol. 2016;51(2):102-9. doi: 10.3109/10409238.2015.1135868. Epub 2016 Jan 24. Review.

PMID:
26806341

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