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Qi Tian's Projects

hydml icon hydml

A hybrid ensemble feature selection method for identifying differential methylation sites.

hyfeal icon hyfeal

A fast and accurate dimension reduction framework for meth-ylation microarray data analysis using hybrid feature learning

mrcnn icon mrcnn

MRCNN provides a deep-learning method for prediction of single-CpG-site methylation level with only local DNA sequences. It is implemented by deep learning library Tensorflow (version of tensorflow-gpu 1.2.0). It can be used for regression of continuous value of methylation and at present it is used for human methylation.

scmelody icon scmelody

Ensemble clustering for single-cell methylation data with a double weighting strategy

sincef icon sincef

Single-cell DNA methylome clustering by reconstructing dissimilarity matrix with embedding fusion

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