Author

Yeeleng S. Vang

University of California, Irvine

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· 4

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 3 Research Focus:differential expression· 2 Organism:human· 2 Research Focus:clustering· 1 Research Focus:drug response / drug discovery· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Xiaohui S. XieiD· 4 shared Wentao ZhuiD· 2 shared Adam GodzikiD· 1 shared Adriano ChiòiD· 1 shared Adrienne O’DonnelliD· 1 shared Agnieszka Kitlas GolińskaiD· 1 shared Alex G. Karanevich· 1 shared Anatoly ChernysheviD· 1 shared

Activity by Year

2016-2019 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 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

4 shared papersBioinformatics

Xiaohui S. XieORCID

Mutual co-authors in cluster

Author profile →

4 papers

Recent·Most cited

Stratification of amyotrophic lateral sclerosis patients: a crowdsourcing approach

Robert Kueffner, Neta Zach, Maya Bronfeld, Raquel Norel, Nazem Atassi, Venkatachalapathy S. K. Balagurusamy, Barbara Di Camillo, Adriano Chiò, Merit Cudkowicz, Donna Eng Dillenberger, Javier Garcı́a-Garcı́a, Orla M. Hardiman, Bruce Hoff, Joshua Knight, Melanie L. Leitner, , Shihua Zhang

This study uses a crowdsourcing approach to stratify ALS patients, identifying four distinct clusters with unique predictors and improving outcome prediction.

Scientific Reports · Jan 24, 2019Peer-reviewedBioinformatics

DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule Detection

Wentao Zhu, Yeeleng S. Vang, Yufang Huang, Xiaohui S. Xie

DeepEM improves pulmonary nodule detection in CT images by using weakly supervised labels from electronic medical records.

bioRxiv · May 14, 2018 · PreprintBioinformatics

HLA class I binding prediction via convolutional neural networks

Yeeleng S. Vang, Xiaohui S. Xie

The paper uses a convolutional neural network to predict HLA class I-peptide binding and identifies 15 genes with potential for self-binding.

Bioinformatics · Apr 20, 2017Peer-reviewedBioinformatics

Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification

Wentao Zhu, Qi Lou, Yeeleng S. Vang, Xiaohui S. Xie

This paper proposes deep multi-instance networks for whole mammogram classification without requiring manual annotations, showing robustness on the INbreast dataset.

bioRxiv · Dec 20, 2016 · PreprintBioinformatics