Qi Long

Also affiliated with University of Manitoba

MathematicsBiochemistry, 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 2%percentile

2.0Author DataRank

Indexed papers

3in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 3 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Realizing the potential of social determinants data in EHR systems: A scoping review of approaches for screening, linkage, extraction, analysis, and interventions

Journal of Clinical and Translational Science(2024)10.1017/cts.2024.571

Top 18%

1.2DataRank

Top 18%36 citations

Danielle L. Mowery, Xiaomeng Ma, Rui Yang, Uğurcan Vurgun, Sy Hwang +11 more

Papers

Driven by 70 papers — median percentile 66. Top paper: “Realizing the potential of social determinants data in EHR systems: A scoping review of approaches for screening, linkage, extraction, analysis, and interventions”.

Realizing the potential of social determinants data in EHR systems: A scoping review of approaches for screening, linkage, extraction, analysis, and interventions

Journal of Clinical and Translational Science(2024)10.1017/cts.2024.571

Top 18%

1.2DataRank

Top 18%36 citations

Danielle L. Mowery, Xiaomeng Ma, Rui Yang, Uğurcan Vurgun, Sy Hwang +11 more

Multiple imputation for analysis of incomplete data in distributed health data networks

Nature Communications(2020)10.1038/s41467-020-19270-2

N/A

0.598DataRank · unranked

53 citations

Yi Deng, Xiaoqian Jiang, Qi Long, Changgee Chang

Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer's disease

NeuroImage(2023)10.1016/j.neuroimage.2023.120346

Top 34%

0.574DataRank

Top 34%15 citations

Junhao Wen, Zixuan Wen, Shu Yang, Yuhan Cui, Zhijian Yang +6 more

Myopic Shift at 10-Year Follow-up in the Infant Aphakia Treatment Study

Ophthalmology(2022)10.1016/j.ophtha.2022.04.004

N/A

0.572DataRank · unranked

13 citations

Azhar Nizam, Deborah K. VanderVeen, M. Edward Wilson, Stacy Kruger, Scott R. Lambert +78 more

Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104306

N/A

0.510DataRank · unranked

29 citations

Emily Getzen, Meghan R. Hutch, Zachary H. Strasser, Alba Gutiérrez‐Sacristán, Trang T. Le +34 more

Association of plasma cell-free DNA with survival in patients with IDH wild-type glioblastoma

Neuro-Oncology Advances(2021)10.1093/noajnl/vdab011

N/A

0.500DataRank · unranked

27 citations

Jacob E. Till, Aseel Abdalla, Hareena K Sangha, Stephanie S. Yee, Jake M. Freedman +10 more

Circulating KRAS G12D but not G12V is associated with survival in metastatic pancreatic ductal adenocarcinoma

Nature Communications(2024)10.1038/s41467-024-49915-5

N/A

0.396DataRank · unranked

13 citations

Lee McDaniel, Changgee Chang, Qi Long, Shannon M. Pfeiffer, Jaclyn P. Lyman +37 more

Validation of Biomechanical Computed Tomography for Fracture Risk Classification in Metastatic Hormone-sensitive Prostate Cancer

European Urology Oncology(2023)10.1016/j.euo.2023.10.016

N/A

0.396DataRank · unranked

13 citations

Caleb Hearn, Emily Getzen, Qi Long, David C. Lee, Tony M. Keaveny +14 more

Preoperative breast MR imaging in newly diagnosed breast cancer: Comparison of outcomes based on mammographic modality, breast density and breast parenchymal enhancement

Clinical Imaging(2020)10.1016/j.clinimag.2020.10.021

N/A

0.360DataRank · unranked

10 citations

Emily F. Conant, Andrew Kozlov, Anthony J. Young, Qi Long, Robert K. Doot +2 more

On the Convergence and Calibration of Deep Learning with Differential Privacy

PubMed(2021)10.48550/arxiv.2106.07830

N/A

0.330DataRank · unranked

8 citations

Hua Wang, Zongyu Dai, Qi Long, Zhiqi Bu

Mining for Equitable Health: Assessing the Impact of Missing Data in Electronic Health Records

medRxiv(2022)10.1101/2022.05.09.22274680

N/A

0.330DataRank · unranked

8 citations

Lyle Ungar, Danielle L. Mowery, Xiaoqian Jiang, Qi Long, Emily Getzen

Is the age of diagnosis of esophageal adenocarcinoma getting younger? Analysis at a tertiary care center

Diseases of the Esophagus(2020)10.1093/dote/doz112

N/A

0.312DataRank · unranked

7 citations

Eun Jeong Min, Qi Long, Peter Gabriel, Yu‐Xiao Yang, Gary W. Falk +1 more

Realizing the Potential of Social Determinants Data: A Scoping Review of Approaches for Screening, Linkage, Extraction, Analysis and Interventions

medRxiv(2024)10.1101/2024.02.04.24302242

Top 59%

0.266DataRank

Top 59%4 citations

Danielle L. Mowery, Xiaomeng Ma, Rui Yang, Uğurcan Vurgun, Sy Hwang +10 more

Differentially Private Bayesian Neural Networks on Accuracy, Privacy and Reliability

Lecture notes in computer science(2023)10.1007/978-3-031-26412-2_37

N/A

0.241DataRank · unranked

4 citations

Zhiqi Bu, Kan Chen, Qi Long, Qiyiwen Zhang

Refractive Growth of the Crystalline Lens in the Infant Aphakia Treatment Study

Ophthalmology Science(2022)10.1016/j.xops.2022.100208

N/A

0.241DataRank · unranked

4 citations

Scott R. Lambert, David G. Morrison, Stacey J. Kruger, Lorri B. Wilson, Scott K. McClatchey +78 more

Filling the gaps: leveraging large language models for temporal harmonization of clinical text across multiple medical visits for clinical prediction

medRxiv(2024)10.1101/2024.05.06.24306959

N/A

0.241DataRank · unranked

4 citations

Qi Long, Emily Getzen, Inyoung Choi

Multi-Group Tensor Canonical Correlation Analysis

PubMed(2023)10.1145/3584371.3612962

N/A

0.208DataRank · unranked

3 citations

Boning Tong, Davoud Ataee Tarzanagh, Bojian Hou, Andrew J. Saykin, Qi Long +2 more

Generalizable CT Vision-Language Modeling for Population Health and Disease Risk

medRxiv(2025)10.1101/2025.07.03.25330654

N/A

0.124DataRank · unranked

1 citations

Joonghyun Kim, Hamed Tavolinejad, Bingxin Zhao, Jessie Dong, Rakesh Sharma +21 more

Graph-Guided Bayesian Factor Model for Integrative Analysis of Multi-modal Data with Noisy Network Information

Statistics in Biosciences(2024)10.1007/s12561-024-09452-7

N/A

0.104DataRank · unranked

1 citations

Qiyiwen Zhang, Kewen Qu, Qi Long, Wenrui Li

MISNN: Multiple Imputation via Semi-parametric Neural Networks

Lecture notes in computer science(2023)10.1007/978-3-031-33374-3_34

N/A

0.104DataRank · unranked

1 citations

Zongyu Dai, Yiliang Zhang, Qi Long, Zhiqi Bu

Integrative analysis of multi-omics and imaging data with incorporation of biological information via structural Bayesian factor analysis

Briefings in Bioinformatics(2023)10.1093/bib/bbad073

N/A

0DataRank · unranked

13 citations

Changgee Chang, Qiyiwen Zhang, Andrew J. Saykin, Li Shen, Qi Long +2 more

Preference matrix guided sparse canonical correlation analysis for mining brain imaging genetic associations in Alzheimer's disease

Methods(2023)10.1016/j.ymeth.2023.07.007

N/A

0DataRank · unranked

6 citations

Jingxuan Bao, Kefei Liu, Shu Yang, Zixuan Wen, Junhao Wen +8 more

Robust knowledge-guided biclustering for multi-omics data

Briefings in Bioinformatics(2023)10.1093/bib/bbad446

N/A

0DataRank · unranked

4 citations

Changgee Chang, Qi Long, Qiyiwen Zhang

Leveraging informative missing data to learn about acute respiratory distress syndrome and mortality in long-term hospitalized COVID-19 patients throughout the years of the pandemic

medRxiv(2023)10.1101/2023.12.18.23300181

N/A

0DataRank · unranked

3 citations

Amelia L.M. Tan, Gabriel A. Brat, Gilbert S. Omenn, Zachary H. Strasser, Qi Long +3 more

High SOX2 expression is associated with poor survival in patients with newly diagnosed multiple myeloma

Blood Cancer Journal(2023)10.1038/s41408-023-00855-1

N/A

0DataRank · unranked

0 citations

Qi Long, Alfred L. Garfall, Sandra P. Susanibar-Adaniya, Xinhe Shan

Deep learning-based approaches for multi-omics data integration and analysis

BioData Mining(2024)10.1186/s13040-024-00391-z

N/A

0DataRank · unranked

201 citations

Zexuan Wang, Wenrui Li, Li Shen, Qi Long, Jenna L. Ballard

Knowledge-guided learning methods for integrative analysis of multi-omics data

Computational and Structural Biotechnology Journal(2024)10.1016/j.csbj.2024.04.053

N/A

0DataRank · unranked

22 citations

Jenna L. Ballard, Yize Zhao, Qi Long, Wenrui Li

Accounting for network noise in graph-guided Bayesian modeling of structured high-dimensional data

Biometrics(2024)10.1093/biomtc/ujae012

N/A

0DataRank · unranked

4 citations

Changgee Chang, Suprateek Kundu, Qi Long, Wenrui Li

Employing Informatics Strategies in Alzheimer's Disease Research: A Review from Genetics, Multiomics, and Biomarkers to Clinical Outcomes

Annual Review of Biomedical Data Science(2024)10.1146/annurev-biodatasci-102423-121021

N/A

0DataRank · unranked

4 citations

Brian N. Lee, Junhao Wen, Mansu Kim, Shizhuo Mu, Shuhua Yang +5 more

Crowd-sourced machine learning prediction of long COVID using data from the National COVID Cohort Collaborative

EBioMedicine(2024)10.1016/j.ebiom.2024.105333

N/A

0DataRank · unranked

4 citations

Johanna J. Loomba, Emily Pfaff, Fangfang Xia, Zixuan Zhao, Yitan Zhu +90 more

Incorporating graph information in Bayesian factor analysis with robust and adaptive shrinkage priors

Biometrics(2024)10.1093/biomtc/ujad014

N/A

0DataRank · unranked

4 citations

Changgee Chang, Li Shen, Qi Long, Qiyiwen Zhang

The CNS relapse in T-cell lymphoma index predicts CNS relapse in patients with T- and NK-cell lymphomas

Blood Advances(2024)10.1182/bloodadvances.2024012800

N/A

0DataRank · unranked

4 citations

Fredrik Ellin, Thomas Relander, Miao Cao, Wenrui Li, Qi Long +46 more

Federated Multiple Imputation for Variables that Are Missing Not At Random in Distributed Electronic Health Records

medRxiv(2024)10.1101/2024.09.15.24313479

N/A

0DataRank · unranked

2 citations

Xiaoqian Jiang, Qi Long, Yi Lian

Robust Detection of Watermarks for Large Language Models Under Human Edits

arXiv (Cornell University)(2024)10.48550/arxiv.2411.13868

N/A

0DataRank · unranked

1 citations

Feng Ruan, Hui–Yuan Wang, Qi Long, Weijie Su, Xiang Li

A Statistical Framework of Watermarks for Large Language Models: Pivot, Detection Efficiency and Optimal Rules

arXiv (Cornell University)(2024)10.48550/arxiv.2404.01245

N/A

0DataRank · unranked

0 citations

Feng Ruan, Hui–Yuan Wang, Qi Long, Weijie Su, Xiang Li

DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation

PubMed(2024)10.48550/arxiv.2406.00611

N/A

0DataRank · unranked

0 citations

Mayank Keoliya, Kan Chen, Neelay Velingker, Ziyang Li, Emily Getzen +5 more

Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization

PubMed(2024)10.48550/arxiv.2406.05372

N/A

0DataRank · unranked

0 citations

Ruoyu Sun, Qi Long, Weijie Su, Jiancong Xiao

Crowd-sourced machine learning prediction of long COVID using data from the National COVID Cohort Collaborative

UNC Libraries(2024)10.17615/xhdk-h129

N/A

0DataRank · unranked

0 citations

Zhijun Dai, Neelay Velingker, Emily Pfaff, Gong Chen, Bhaskar Bhattacharya +37 more

Clustering Alzheimer's Disease Subtypes via Similarity Learning and Graph Diffusion

arXiv (Cornell University)(2024)10.48550/arxiv.2410.03937

N/A

0DataRank · unranked

0 citations

Shu Yang, Davoud Ataee Tarzanagh, Jingxuan Bao, Jia Xu, Patryk Orzechowski +4 more

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text

arXiv (Cornell University)(2024)10.48550/arxiv.2411.12764

N/A

0DataRank · unranked

0 citations

Bojian Hou, Tianqi Shang, Davoud Ataee Tarzanagh, Qi Long, Li Shen +1 more

Evaluating generalizability of oncology trial results to real-world patients using machine learning-based trial emulations

Nature Medicine(2025)10.1038/s41591-024-03352-5

N/A

0DataRank · unranked

39 citations

Kan Chen, Ronac Mamtani, Qi Long, Ravi B. Parikh, Xavier Orcutt

SDoH-GPT: using large language models to extract social determinants of health

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf094

N/A

0DataRank · unranked

12 citations

Haoyang Wang, Xizhi Wu, Song Wang, Xingyu Zhao, Yanshan Wang +9 more

Robust detection of watermarks for large language models under human edits

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2025)10.1093/jrsssb/qkaf056

N/A

0DataRank · unranked

2 citations

Feng Ruan, Hui–Yuan Wang, Qi Long, Weijie Su, Xiang Li

GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing

arXiv (Cornell University)(2025)10.48550/arxiv.2502.06494

N/A

0DataRank · unranked

0 citations

Xinyu Zhao, Zhuoxuan Zhang, Eunhye Grace Ko, Lily Boddy, Chenan Wang +10 more

Extensions of Heterogeneity in Integration and Prediction (HIP) With R Shiny Application

Statistics in Medicine(2025)10.1002/sim.70036

N/A

0DataRank · unranked

0 citations

Leif Verace, Christine Wendt, Russell P. Bowler, Craig P. Hersh, Qi Long +3 more

D3MI: an efficient and powerful federated imputation method for bias reduction in the analysis of distributed incomplete data by accounting for within-site correlation and between-site heterogeneity

medRxiv(2025)10.1101/2025.05.08.25327224

N/A

0DataRank · unranked

0 citations

Xiaoqian Jiang, Qi Long, Yi Lian

GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing

(2025)10.18653/v1/2025.naacl-long.287

N/A

0DataRank · unranked

0 citations

Xinyu Zhao, Zhuoxuan Zhang, Eunhye Grace Ko, Lily Boddy, Chenan Wang +10 more

Bayesian scalar-on-image regression with spatial interactions for modeling Alzheimer’s disease

Biometrics(2025)10.1093/biomtc/ujaf144

N/A

0DataRank · unranked

0 citations

Qi Long, Suprateek Kundu, Nilanjana Chakraborty

Fair CCA for Fair Representation Learning: An ADNI Study

PubMed(2025)10.1145/3765612.3767215

N/A

0DataRank · unranked

0 citations

Zhanliang Wang, Zhuoping Zhou, Boning Tong, Zexuan Wang, Jingxuan Bao +4 more

Deep Learning with Gaussian Differential Privacy

PubMed(2020)10.1162/99608f92.cfc5dd25

N/A

0DataRank · unranked

148 citations

Jinshuo Dong, Qi Long, SU Wei-Jie, Zhiqi Bu

Graph-LLM for EHRs: Combining Temporal Graph Representations and LLM-Based Note Imputation for Clinical Predictions

(2025)10.1109/icdmw69685.2025.00381

N/A

0DataRank · unranked

0 citations

Qi Long, Inyoung Choi, Michael Liu

Mental health among head and neck surgeons in Brazil during the COVID-19 pandemic: A national study

American Journal of Otolaryngology(2020)10.1016/j.amjoto.2020.102694

N/A

0DataRank · unranked

83 citations

Antônio Augusto Tupinambá Bertelli, Antônio José Gonçalves, Emily Getzen, Changgee Chang, Qi Long +2 more

Snapshot Impact of COVID‐19 on Mental Wellness in Nonphysician Otolaryngology Health Care Workers: A National Study

OTO Open(2020)10.1177/2473974x20948835

N/A

0DataRank · unranked

45 citations

Alyssa M. Civantos, Yasmeen M. Byrnes, Kevin Chorath, Seerat Poonia, Changgee Chang +16 more

Sparse multiple co-Inertia analysis with application to integrative analysis of multi -Omics data

BMC Bioinformatics(2020)10.1186/s12859-020-3455-4

N/A

0DataRank · unranked

32 citations

Qi Long, Eun Jeong Min

Retinopathy develops at similar glucose levels but higher HbA1c levels in people with black African ancestry compared to white European ancestry: evidence for the need to individualize HbA1c interpretation

Diabetic Medicine(2020)10.1111/dme.14289

N/A

0DataRank · unranked

6 citations

Mary K. Rhee, Yi Deng, Sandra E. Safo, S. M. Butler, Brian T. Legvold +6 more

GRIA: Graphical Regularization for Integrative Analysis

Society for Industrial and Applied Mathematics eBooks(2020)10.1137/1.9781611976236.68

N/A

0DataRank · unranked

1 citations

Ji‐Hwan Oh, Qi Long, Changgee Chang

Why Is the Electronic Health Record So Challenging for Research and Clinical Care?

Methods of Information in Medicine(2021)10.1055/s-0041-1731784

N/A

0DataRank · unranked

116 citations

James Beinlich, Mary Regina Boland, Kathryn H. Bowles, Yong Chen, Tessa S. Cook +20 more

Multi-task learning based structured sparse canonical correlation analysis for brain imaging genetics

Medical Image Analysis(2021)10.1016/j.media.2021.102297

N/A

0DataRank · unranked

29 citations

Eun Jeong Min, Kefei Liu, Jingwen Yan, Andrew J. Saykin, Jason H. Moore +3 more

Accounting for technical noise in Bayesian graphical models of single-cell RNA-sequencing data

Biostatistics(2021)10.1093/biostatistics/kxab011

N/A

0DataRank · unranked

3 citations

Changgee Chang, Qi Long, Ji‐Hwan Oh

Interpretable temporal graph neural network for prognostic prediction of Alzheimer’s disease using longitudinal neuroimaging data

2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)(2021)10.1109/bibm52615.2021.9669504

N/A

0DataRank · unranked

25 citations

Jaesik Kim, Jeffrey Qu, Heng Huang, Qi Long, Kyung-Ah Sohn +3 more

Integrating multi-omics summary data using a Mendelian randomization framework

Briefings in Bioinformatics(2022)10.1093/bib/bbac376

N/A

0DataRank · unranked

31 citations

Brian Lee, Li Shen, Qi Long, for the Alzheimer’s Disease Neuroimaging Initiative, Chong Jin

Addressing Common Misuses and Pitfalls of P values in Biomedical Research

Cancer Research(2022)10.1158/0008-5472.can-21-2978

N/A

0DataRank · unranked

17 citations

Qi Long, Ming Wang

Deep multiview learning to identify imaging-driven subtypes in mild cognitive impairment

BMC Bioinformatics(2022)10.1186/s12859-022-04946-x

N/A

0DataRank · unranked

15 citations

Mansu Kim, Xiaohui Yao, Kefei Liu, Qi Long, Li Shen +2 more

Testing Biased Randomization Assumptions and Quantifying Imperfect Matching and Residual Confounding in Matched Observational Studies

Journal of Computational and Graphical Statistics(2022)10.1080/10618600.2022.2116447

N/A

0DataRank · unranked

10 citations

Siyu Heng, Qi Long, Bo Zhang, Kan Chen

CEDAR: Communication Efficient Distributed Analysis for Regressions

Biometrics(2022)10.1111/biom.13786

N/A

0DataRank · unranked

9 citations

Zhiqi Bu, Qi Long, Changgee Chang

Integrative learning of structuredhigh‐dimensionaldata from multiple datasets

Statistical Analysis and Data Mining The ASA Data Science Journal(2022)10.1002/sam.11601

N/A

0DataRank · unranked

2 citations

Zongyu Dai, Jihwan Oh, Qi Long, Changgee Chang

Mining for Health: A Comparison of Word Embedding Methods for Analysis of EHRs Data

medRxiv(2022)10.1101/2022.03.05.22271961

N/A

0DataRank · unranked

9 citations

Yucheng Ruan, Lyle Ungar, Qi Long, Emily Getzen

Preference Matrix Guided Sparse Canonical Correlation Analysis for Genetic Study of Quantitative Traits in Alzheimer’s Disease

2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)(2022)10.1109/bibm55620.2022.9995342

N/A

0DataRank · unranked

0 citations

Jingxuan Bao, Kefei Liu, Shu Yang, Zixuan Wen, Yuhan Cui +7 more

Mining for equitable health: Assessing the impact of missing data in electronic health records

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2022.104269

N/A

0DataRank · unranked

120 citations

Lyle Ungar, Danielle L. Mowery, Xiaoqian Jiang, Qi Long, Emily Getzen

A deep learning approach reveals unexplored landscape of viral expression in cancer

Nature Communications(2023)10.1038/s41467-023-36336-z

N/A

0DataRank · unranked

30 citations

Ying Ye, Daniel E. Schäffer, Hao Xue, Jayamanna Wickramasinghe, Konstantinos Tsingas +7 more

Qi Long

Indexed papers

Top data-sharing exemplar

Papers