Hao Helen Zhang

MathematicsComputer ScienceBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 22 papers. Top paper: “binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions”.

binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions

BMC Bioinformatics(2020)10.1186/s12859-020-03718-9

N/A

0.359DataRank · unranked

7 citations

Colleen Kenost, Joanne Berghout, Wesley Chiu, Liam Wilson, Hao Helen Zhang +2 more

Personalized beyond Precision: Designing Unbiased Gold Standards to Improve Single-Subject Studies of Personal Genome Dynamics from Gene Products

Preprints.org(2020)10.20944/preprints202011.0325.v1

N/A

0.241DataRank · unranked

4 citations

Colleen Kenost, Hao Helen Zhang, Yves A. Lussier, Samir Rachid Zaim

Sparse meta-analysis with high-dimensional data

UNC Libraries(2020)10.17615/fzbx-3088

N/A

0.165DataRank · unranked

2 citations

Hao Helen Zhang, Chien‐Chung Lin, Qianchuan He, Christy L. Avery

Dynamic Supervised Principal Component Analysis for Classification

Journal of Computational and Graphical Statistics(2025)10.1080/10618600.2025.2452935

N/A

0.104DataRank · unranked

1 citations

Ruiyang Wu, Ning Hao, Hao Helen Zhang, Wenbo Ouyang

Semiparametric single-index model for estimating optimal individualized treatment strategy

UNC Libraries(2020)10.17615/svwa-zs95

N/A

0DataRank · unranked

1 citations

Hao Helen Zhang, Zhiguo Li, Shikai Luo, Wenbin Lu, Rui Song +1 more

Linear or Nonlinear? Automatic Structure Discovery for Partially Linear Models

UNC Libraries(2020)10.17615/78vn-as24

N/A

0DataRank · unranked

0 citations

Guang Cheng, Hao Helen Zhang, Yufeng Liu

Robust Model-Free Multiclass Probability Estimation

UNC Libraries(2020)10.17615/7myv-c433

N/A

0DataRank · unranked

0 citations

Yufeng Liu, Yichao Wu, Hao Helen Zhang

Principal weighted support vector machines for sufficient dimension reduction in binary classification

UNC Libraries(2020)10.17615/w8ga-qm08

N/A

0DataRank · unranked

0 citations

Yichao Wu, Hao Helen Zhang, Seung Jun Shin, Yufeng Liu

Group IIA Secreted Phospholipase A 2 Plays a Central Role in the Pathobiology of COVID-19

medRxiv(2021)10.1101/2021.02.22.21252237

N/A

0DataRank · unranked

7 citations

Jeehyun Karen You, Xia Wang, Ashley J. Snider, Brian Hallmark, Michael C. Seeds +13 more

Variable selection for the multicategory SVM via adaptive sup-norm regularization

UNC Libraries(2021)10.17615/vv70-6q89

N/A

0DataRank · unranked

0 citations

Hao Helen Zhang, Ji Zhu, Yichao Wu, Yufeng Liu

Developing and validating a machine-learning algorithm to predict opioid overdose in Medicaid beneficiaries in two US states: a prognostic modelling study

The Lancet Digital Health(2022)10.1016/s2589-7500(22)00062-0

N/A

0DataRank · unranked

62 citations

Julie M. Donohue, Qingnan Yang, James L. Huang, Ching‐Yuan Chang, Jeremy C. Weiss +10 more

Temporal associations of plasma levels of the secreted phospholipase A 2 family and mortality in severe COVID‐19

European Journal of Immunology(2024)10.1002/eji.202350721

N/A

0DataRank · unranked

2 citations

Aki Hara, Shudong Sun, Brian Hallmark, Justin M. Snider, Michael C. Seeds +6 more

Use of machine learning approaches to predict transition of retention in care among people living with HIV in South Carolina: a real-world data study

AIDS Care(2024)10.1080/09540121.2024.2361245

N/A

0DataRank · unranked

2 citations

Xueying Yang, Yunqing Ma, Hao Helen Zhang, Bankole Olatosi, Sharon Weissman +3 more

Using Machine Learning Techniques to Predict Viral Suppression Among People With HIV

JAIDS Journal of Acquired Immune Deficiency Syndromes(2024)10.1097/qai.0000000000003561

N/A

0DataRank · unranked

2 citations

Ruilie Cai, Yunqing Ma, Hao Helen Zhang, Xiaowen Sun, Bankole Olatosi +4 more

The karyometric signature is altered in fallopian tubes with serous tubal intraepithelial carcinoma

Gynecologic Oncology(2024)10.1016/j.ygyno.2024.04.007

N/A

0DataRank · unranked

1 citations

Michael Yozwiak, Omar L. Nelson, Hao Helen Zhang, Ahyoung Amy Kim, William Watkin +3 more

An Iterative Approach to Polish the Nanopore Sequencing Basecalling for Therapeutic RNA Quality Control

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.12.612711

N/A

0DataRank · unranked

0 citations

Mei‐Juan Tu, Ziyang Liu, Katherine K. Wang, Yinshan Fang, Ning Hao +6 more

Dynamic Supervised Principal Component Analysis for Classification

arXiv (Cornell University)(2024)10.48550/arxiv.2411.01820

N/A

0DataRank · unranked

0 citations

Ruiyang Wu, Ning Hao, Hao Helen Zhang, Wenbo Ouyang

Variable selection for optimal treatment decision

UNC Libraries(2020)10.17615/cy7b-3j18

N/A

0DataRank · unranked

10 citations

Wenbin Lu, Donglin Zeng, Hao Helen Zhang

A reference-guided iterative approach to polish the nanopore sequencing basecalling for therapeutic RNA quality control

Communications Biology(2025)10.1038/s42003-025-08811-4

N/A

0DataRank · unranked

0 citations

Mei‐Juan Tu, Ziyang Liu, Katherine K. Wang, Yinshan Fang, Ning Hao +6 more

Partially functional linear regression in high dimensions

Carolina Digital Repository (University of North Carolina at Chapel Hill)(2020)10.17615/c9cd-ax25

N/A

0DataRank · unranked

9 citations

Kaijie Xue, Fang Yao, Hao Helen Zhang, Dehan Kong

Weighted Distance Weighted Discrimination and Its Asymptotic Properties

UNC Libraries(2020)10.17615/k54y-bf03

N/A

0DataRank · unranked

9 citations

Hao Helen Zhang, Mike Todd, Xingye Qiao, J. S. Marron, Yufeng Liu

Hard or Soft Classification? Large-Margin Unified Machines

UNC Libraries(2020)10.17615/x3tj-hm21

N/A

0DataRank · unranked

7 citations

Yufeng Liu, Hao Helen Zhang, Yichao Wu