Jianzhu Ma

发表

AirSign: Smartphone Authentication by Signing in the Air

Yubo Shao, Tinghan Yang, He Wang, 2021, Sensors.

DeepCNF-D: Predicting Protein Order/Disorder Regions by Weighted Deep Convolutional Neural Fields

Lukasz Kurgan, Jianzhu Ma, Sheng Wang, 2015, International journal of molecular sciences.

Deep functional synthesis: a machine learning approach to gene functional enrichment

Sheng Wang, Jianzhu Ma, Trey Ideker, 2019, bioRxiv.

Predicting Drug Response and Synergy Using a Deep Learning Model of Human Cancer Cells.

Jianzhu Ma, Trey Ideker, Brent M Kuenzi, 2020, Cancer cell.

Mapping cell structure across scales by fusing protein images and interactions

Jianzhu Ma, Trey Ideker, Wei Ouyang, 2020, bioRxiv.

Robust single-cell Hi-C clustering by convolution- and random-walk–based imputation

Jianzhu Ma, Jesse R. Dixon, Jian Peng, 2019, Proceedings of the National Academy of Sciences.

cancerAlign: Stratifying tumors by unsupervised alignment across cancer types

Jianzhu Ma, Yunan Luo, Sheng Wang, 2020, bioRxiv.

Using deep learning to model the hierarchical structure and function of a cell

Roded Sharan, Jianzhu Ma, Trey Ideker, 2018, Nature Methods.

scPretrain: Multi-task self-supervised learning for cell type classification

Jianzhu Ma, Ming Zhang, Yunan Luo, 2020, bioRxiv.

Artificial-cell-type aware cell-type classification in CITE-seq

Jianzhu Ma, Wei Chen, Jin Gu, 2020, Bioinformatics.

DDOT: A Swiss Army Knife for Investigating Data-Driven Biological Ontologies.

Jianzhu Ma, Jing Chen, Trey Ideker, 2019, Cell systems.