Author

Xiaoying He

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Gong Yang· 1 shared Liling Xu· 1 shared Mingrong You· 1 shared Tao Zheng· 1 shared Wei Xie· 1 shared Ya Zhang· 1 shared You Chen· 1 shared

Activity by Year

2017-2017 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Gong Yang

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

A Machine Learning-based Framework to Identify Type 2 Diabetes through Electronic Health Records

Tao Zheng, Wei Xie, Liling Xu, Xiaoying He, Ya Zhang, Mingrong You, Gong Yang, You Chen

This paper develops a machine learning framework to identify Type 2 Diabetes cases and controls from electronic health records, achieving higher accuracy than expert-based methods.

International Journal of Medical Informatics · Jan 1, 2017Peer-reviewedBioinformatics