Xun Zhu

Cox-nnet: An artificial neural network method for prognosis prediction of high-throughput omics data

Travers Ching, Xun Zhu, Lana X. Garmire · PLoS Computational Biology · 2018 · 407 citations · Full text

Engineering, Machine Learning, Prognosis +26

MicroRNA-374a activates Wnt/β-catenin signaling to promote breast cancer metastasis

Junchao Cai, Hongyu Guan, Lishan Fang et al. · Journal of Clinical Investigation · 2013 · 331 citations · Full text

Breast Cancer Metastasis, Breast Oncology, Epigenetic Regulation +15

DeepImpute: an accurate, fast, and scalable deep neural network method to impute single-cell RNA-seq data

Cédric Arisdakessian, Olivier Poirion, Breck Yunits et al. · Genome biology · 2019 · 307 citations · Full text

Analysis of the Human Protein Atlas Image Classification competition

Wei Ouyang, Casper F. Winsnes, Martin Hjelmare et al. · Nature Methods · 2019 · 130 citations · Full text

Geometric Learning, Convolutional Neural Network, Multiple Instance Learning +21

Detecting heterogeneity in single-cell RNA-Seq data by non-negative matrix factorization

Xun Zhu, Travers Ching, Xinghua Pan et al. · PeerJ · 2017 · 95 citations · Full text