Scott L. Zeger

Also affiliated with Johns Hopkins Medicine

MathematicsEnvironmental ScienceMedicine

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 3%percentile

1.6Author DataRank

Indexed papers

2in 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 2 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.

Impact of SARS-CoV-2 variants on inpatient clinical outcome

medRxiv(2022)10.1101/2022.02.02.22270337

Top 22%

0.931DataRank

Top 22%15 citations

C. Paul Morris, Joshua Betz, Yifan Zhang, Robert C. Bollinger, Natalie Wang +12 more

Papers

Driven by 56 papers — median percentile 73. Top paper: “Comparison of Time to Clinical Improvement With vs Without Remdesivir Treatment in Hospitalized Patients With COVID-19”.

Comparison of Time to Clinical Improvement With vs Without Remdesivir Treatment in Hospitalized Patients With COVID-19

JAMA Network Open(2021)10.1001/jamanetworkopen.2021.3071

N/A

6.7DataRank · unranked

168 citations

Kunbo Wang, Matthew L. Robinson, Scott L. Zeger, Karen Bandeen‐Roche, Mei‐Cheng Wang +5 more

Large-scale plasma proteomic analysis identifies proteins and pathways associated with dementia risk

Nature Aging(2021)10.1038/s43587-021-00064-0

N/A

4.1DataRank · unranked

211 citations

Jingsha Chen, Jingning Zhang, Myriam Fornage, Yunju Yang, Linda Zhou +20 more

Development of Severe COVID-19 Adaptive Risk Predictor (SCARP), a Calculator to Predict Severe Disease or Death in Hospitalized Patients With COVID-19

Annals of Internal Medicine(2021)10.7326/m20-6754

N/A

2.5DataRank · unranked

61 citations

Brian T. Garibaldi, Annukka A.R. Antar, Jiyang Wen, Mei‐Cheng Wang, Amita Gupta +9 more

Sex and Gender Differences in Testing, Hospital Admission, Clinical Presentation, and Drivers of Severe Outcomes From COVID-19

Open Forum Infectious Diseases(2021)10.1093/ofid/ofab448

N/A

1.7DataRank · unranked

70 citations

Grant Schumock, Martina Fu, Guido Massaccesi, John Muschelli, Joshua Betz +9 more

Longitudinal data analysis using generalized linear models

Biometrika(1986)10.1093/biomet/73.1.13

N/A

1.5DataRank · unranked

18027 citations

Scott L. Zeger, Kung‐Yee Liang, Kung-Yee Liang

Impact of Severe Acute Respiratory Syndrome Coronavirus 2 Variants on Inpatient Clinical Outcome

Clinical Infectious Diseases(2022)10.1093/cid/ciac957

N/A

1.4DataRank · unranked

35 citations

C. Paul Morris, Joshua Betz, Yifan Zhang, Robert C. Bollinger, Natalie Wang +12 more

Impact of Improved Biomass and Liquid Petroleum Gas Stoves on Birth Outcomes in Rural Nepal: Results of 2 Randomized Trials

Global Health Science and Practice(2020)10.9745/ghsp-d-20-00011

N/A

1.4DataRank · unranked

36 citations

James M. Tielsch, Subarna K. Khatry, Laxman Shrestha, Patrick N. Breysse, Scott L. Zeger +5 more

Longitudinal Data Analysis for Discrete and Continuous Outcomes

Biometrics(1986)10.2307/2531248

N/A

1.3DataRank · unranked

7817 citations

Kung-Yee Liang, Kung‐Yee Liang, Scott L. Zeger

Within-Person and Between-Sensor Variability in Continuous Glucose Monitoring Metrics

Clinical Chemistry(2022)10.1093/clinchem/hvac192

N/A

1.0DataRank · unranked

14 citations

Dan Wang, Mary R. Rooney, Michael Fang, Justin B. Echouffo‐Tcheugui, Scott L. Zeger +6 more

The HOPE4MCI study: A randomized double‐blind assessment of AGB101 for the treatment of MCI due to AD

Alzheimer s & Dementia Translational Research & Clinical Interventions(2024)10.1002/trc2.12446

N/A

0.985DataRank · unranked

28 citations

Arnold Bakker, Sharon Rosenzweig‐Lipson, Michael Rosenblum, Russell L. Barton, Marilyn S. Albert +4 more

Impact of SARS-CoV-2 variants on inpatient clinical outcome

medRxiv(2022)10.1101/2022.02.02.22270337

Top 22%

0.931DataRank

Top 22%15 citations

C. Paul Morris, Joshua Betz, Yifan Zhang, Robert C. Bollinger, Natalie Wang +12 more

Distinct Scleroderma Autoantibody Profiles Stratify Patients for Cancer Risk at Scleroderma Onset and During the Disease Course

Arthritis & Rheumatology(2023)10.1002/art.42663

N/A

0.914DataRank · unranked

15 citations

Adrianne Woods, Laura Gutierrez‐Alamillo, Maureen Laffoon, Fredrick M. Wigley, Laura K. Hummers +6 more

Health Disparities in Lapses in Diabetic Retinopathy Care

Ophthalmology Science(2023)10.1016/j.xops.2023.100295

N/A

0.766DataRank · unranked

21 citations

Diep Tran, Tina Tang, Wilson Liou, Keith Harrigian, Emily E. Scott +5 more

Sex and gender differences in COVID testing, hospital admission, presentation, and drivers of severe outcomes in the DC/Maryland region

medRxiv(2021)10.1101/2021.04.05.21253827

Top 32%

0.625DataRank

Top 32%14 citations

Grant Schumock, Martina Fu, Guido Massaccesi, John Muschelli, Joshua Betz +10 more

IgM anti-ACE2 autoantibodies in severe COVID-19 activate complement and perturb vascular endothelial function

JCI Insight(2022)10.1172/jci.insight.158362

N/A

0.606DataRank · unranked

56 citations

David R. Thiemann, Felipe Andrade, Maria Isabel Trejo‐Zambrano, Elissa K. Leonard, Jamie B. Spangler +33 more

Multi-Site Observational Study to Assess Biomarkers for Susceptibility or Resilience to Chronic Pain: The Acute to Chronic Pain Signatures (A2CPS) Study Protocol

Frontiers in Medicine(2022)10.3389/fmed.2022.849214

N/A

0.513DataRank · unranked

19 citations

Laura Frey‐Law, Kathleen A. Sluka, Emine O. Bayman, Christopher S. Coffey, Dixie Ecklund +40 more

Measurable residual mutated IDH2 before allogeneic transplant for acute myeloid leukemia

Bone Marrow Transplantation(2024)10.1038/s41409-024-02449-2

N/A

0.480DataRank · unranked

10 citations

Niveditha Ravindra, Pranay S. Hegde, Georgia Andrew, Devdeep Mukherjee, Zoë C. Wong +18 more

Measurable residual mutated IDH1 before allogeneic transplant for acute myeloid leukemia

Bone Marrow Transplantation(2024)10.1038/s41409-024-02447-4

N/A

0.480DataRank · unranked

10 citations

Niveditha Ravindra, Pranay S. Hegde, Georgia Andrew, Devdeep Mukherjee, Zoë C. Wong +18 more

Causal inference using multivariate generalized linear mixed-effects models

Biometrics(2024)10.1093/biomtc/ujae100

N/A

0.402DataRank · unranked

8 citations

Ji Soo Kim, Laura K. Hummers, Ami A. Shah, Scott L. Zeger, Yizhen Xu

Demographic, socio-economic, obstetric, and behavioral factors associated with small-and large-for-gestational-age from a prospective, population-based pregnancy cohort in rural Nepal: a secondary data analysis

(2022)10.1186/s12884-022-04974-8

N/A

0.376DataRank · unranked

9 citations

Diwakar Mohan, Scott L. Zeger, Luke C. Mullany, James M. Tielsch, Subarna K. Khatry +5 more

Measurable residual FLT3 tyrosine kinase domain mutations before allogeneic transplant for acute myeloid leukemia

Bone Marrow Transplantation(2024)10.1038/s41409-024-02444-7

N/A

0.306DataRank · unranked

6 citations

Georgia Andrew, Gege Gui, Niveditha Ravindra, Devdeep Mukherjee, Zoë C. Wong +15 more

Improving providers' survival estimates and selection of prognosis‐ and guidelines‐appropriate treatment for patients with symptomatic bone metastases: Development of the Bone Metastases Ensemble Trees for Survival Decision Support Platform

Journal of Evaluation in Clinical Practice(2022)10.1111/jep.13652

N/A

0.233DataRank · unranked

3 citations

Christen R. Elledge, Anna W. LaVigne, Lawrence Kleinberg, Thomas J. Smith, Adam S. Levin +6 more

Measurable Residual IDH1 before Allogeneic Transplant for Acute Myeloid Leukemia

medRxiv(2023)10.1101/2023.07.28.23293166

N/A

0.184DataRank · unranked

2 citations

Laura W. Dillon, Niveditha Ravindra, Pranay S. Hegde, Georgia Andrew, Devdeep Mukherjee +17 more

Social Risk Groups in Patients With Diabetes With Differing Eye Care Utilization and Vision Outcomes

Translational Vision Science & Technology(2024)10.1167/tvst.13.3.13

N/A

0.165DataRank · unranked

2 citations

Dingfen Han, Diep Tran, Jose Amezcua Moreno, Scott L. Zeger, Deidra C. Crews +1 more

Fast Bayesian Functional Principal Components Analysis

Journal of Computational and Graphical Statistics(2025)10.1080/10618600.2025.2592768

N/A

0.165DataRank · unranked

2 citations

Xinkai Zhou, Liz Selvin, Scott L. Zeger, Ciprian M. Crainiceanu, Joseph Sartini

Pre-MEASURE: FLT3 -ITD and mutated NPM1 measurable residual disease before allogeneic transplant in adults with AML in first remission

medRxiv(2022)10.1101/2022.10.21.22281322

N/A

0.126DataRank · unranked

1 citations

Gege Gui, Niveditha Ravindra, Zoë C. Wong, Georgia Andrew, Devdeep Mukherjee +16 more

Glucose Color Index: Development and Validation of a Novel Measure of the Shape of Glycemic Variability

Journal of Diabetes Science and Technology(2024)10.1177/19322968241245654

N/A

0.104DataRank · unranked

1 citations

Michael Fang, Mary R. Rooney, Elizabeth Selvin, Josef Coresh, Scott L. Zeger +1 more

baker: An R package for Nested Partially-Latent Class Models

arXiv (Cornell University)(2022)10.48550/arxiv.2202.11778

N/A

0DataRank · unranked

1 citations

Qiyuan Shi, Scott L. Zeger, Zhenke Wu, Irena B Chen

Learning and Predicting from Dynamic Models for COVID-19 Patient Monitoring

Statistical Science(2022)10.1214/22-sts861

N/A

0DataRank · unranked

2 citations

Mary G. Bowring, Antony Rosen, Brian T. Garibaldi, Scott L. Zeger, Akihiko Nishimura +1 more

Development of an imputation model to recalibrate birth weights measured in the early neonatal period to time at delivery and assessment of its impact on size-for-gestational age and low birthweight prevalence estimates: a secondary analysis of a pregnancy cohort in rural Nepal

BMJ Open(2022)10.1136/bmjopen-2021-060105

N/A

0DataRank · unranked

8 citations

Luke C. Mullany, Scott L. Zeger, Diwakar Mohan, Seema Subedi, James M. Tielsch +3 more

Cumulative disease damage and anti-PM/Scl antibodies are associated with a heavy burden of calcinosis in systemic sclerosis

Lara D. Veeken(2022)10.1093/rheumatology/keac682

N/A

0DataRank · unranked

11 citations

Jamie Perin, Scott L. Zeger, Fredrick M. Wigley, Laura K. Hummers, Livia Casciola‐Rosen +3 more

Sex-specific effects of aging on the humoral immune response to repeat vaccination with the high-dose seasonal influenza vaccine in older adults

medRxiv(2021)10.1101/2021.07.21.21260712

N/A

0DataRank · unranked

0 citations

Huifen Li, Rosemary Morgan, Yiyin Chen, Helen Kuo, Xiaoxuan Ning +14 more

Causal Inference using Multivariate Generalized Linear Mixed-Effects Models with Longitudinal Data

arXiv (Cornell University)(2023)10.48550/arxiv.2303.02201

N/A

0DataRank · unranked

0 citations

Ji-Soo Kim, Laura K. Hummers, Ami A. Shah, Scott L. Zeger, Yizhen Xu

Application of machine learning models to identify serological predictors of COVID-19 severity and outcomes

Research Square(2023)10.21203/rs.3.rs-3463155/v1

N/A

0DataRank · unranked

0 citations

Santosh Dhakal, Anna Yin, Marta Escarra‐Senmarti, Zoe O Demko, Nora Pisanic +23 more

Measurable Residual FLT3 Internal Tandem Duplication Before Allogeneic Transplant for Acute Myeloid Leukemia

JAMA Oncology(2024)10.1001/jamaoncol.2024.0985

N/A

0DataRank · unranked

54 citations

Gege Gui, Niveditha Ravindra, Georgia Andrew, Devdeep Mukherjee, Zoë C. Wong +20 more

Distinct clinical trajectories of gastrointestinal progression among patients with systemic sclerosis

Lara D. Veeken(2024)10.1093/rheumatology/keae469

N/A

0DataRank · unranked

21 citations

Michael Hughes, Christopher A. Mecoli, Julie J. Paik, Allan C. Gelber, Fredrick M. Wigley +5 more

Predicting clinical events using Bayesian multivariate linear mixed models with application to scleroderma

BMC Medical Research Methodology(2021)10.1186/s12874-021-01439-y

N/A

0DataRank · unranked

2 citations

Ami A. Shah, Laura K. Hummers, Scott L. Zeger, Ji Soo Kim

Similar Risk of Kidney Failure among Patients with Blinding Diseases Who Receive Ranibizumab, Aflibercept, and Bevacizumab

Ophthalmology Retina(2024)10.1016/j.oret.2024.03.014

N/A

0DataRank · unranked

17 citations

Akihiko Nishimura, Mary G. Bowring, Erik Westlund, Diep Tran, Jia Hwei Ng +32 more

Statistical modeling of acute and chronic pain patient-reported outcomes obtained from ecological momentary assessment

Pain(2024)10.1097/j.pain.0000000000003214

N/A

0DataRank · unranked

12 citations

Ciprian M. Crainiceanu, Scott L. Zeger, Margaret A. Taub, Briha Ansari, Tor D. Wager +10 more

Outcome-Stratified Analysis of Biomarker Trajectories for Patients Infected With Severe Acute Respiratory Syndrome Coronavirus 2

American Journal of Epidemiology(2021)10.1093/aje/kwab138

N/A

0DataRank · unranked

16 citations

Zitong Wang, Yizhen Xu, Joshua Betz, John Muschelli, Brian T. Garibaldi +2 more

Sex-specific effects of aging on humoral immune responses to repeated influenza vaccination in older adults

npj Vaccines(2021)10.1038/s41541-021-00412-6

N/A

0DataRank · unranked

40 citations

Huifen Li, Rosemary Morgan, Yiyin Chen, Helen Kuo, Xiaoxuan Ning +14 more

IgM autoantibodies recognizing ACE2 are associated with severe COVID-19

medRxiv(2020)10.1101/2020.10.13.20211664

N/A

0DataRank · unranked

44 citations

David R. Thiemann, Felipe Andrade, Maria Isabel Trejo Zambrano, Jody E. Hooper, Elissa K. Leonard +20 more

Racial variability in immune responses only partially explains differential systemic sclerosis disease severity

Annals of the Rheumatic Diseases(2024)10.1136/ard-2023-225458

N/A

0DataRank · unranked

5 citations

Ji Soo Kim, Adrianne Woods, G. Leatherman, Laura Gutierrez‐Alamillo, Maureen D. Mayes +18 more

A Bayesian approach to restricted latent class models for scientifically structured clustering of multivariate binary outcomes

Biometrics(2020)10.1111/biom.13388

N/A

0DataRank · unranked

5 citations

Livia Casciola‐Rosen, Antony Rosen, Scott L. Zeger, Zhenke Wu

Application of machine learning algorithms to identify serological predictors of COVID-19 severity and outcomes

Communications Medicine(2024)10.1038/s43856-024-00658-w

N/A

0DataRank · unranked

3 citations

Anna Yin, Marta Escarra‐Senmarti, Zoe O Demko, Nora Pisanic, Trevor S. Johnston +23 more

Autoantibodies in hospitalised patients with COVID‐19

Clinical & Translational Immunology(2024)10.1002/cti2.70019

N/A

0DataRank · unranked

1 citations

Livia Casciola‐Rosen, Mekha A. Thomas, Yuka Manabe, Annukka A.R. Antar, Mahendra Damarla +6 more

Developing an Improved Statistical Approach for Survival Estimation in Bone Metastases Management: The Bone Metastases Ensemble Trees for Survival (BMETS) Model

International Journal of Radiation Oncology*Biology*Physics(2020)10.1016/j.ijrobp.2020.05.023

N/A

0DataRank · unranked

27 citations

Jacob Fiksel, Jean L. Wright, Christen R. Elledge, Thomas J. Smith, Powell Perng +5 more

Haemophilus influenzae Type b Vaccine Immunogenicity in American Indian/Alaska Native Infants

PEDIATRICS(2024)10.1542/peds.2024-066658

N/A

0DataRank · unranked

2 citations

Karen Miernyk, Jonathan Steinberg, Jeanette Beaudry, Loretta Christensen, Uzo Chukwuma +15 more

Probabilistic Clustering using Shared Latent Variable Model for Assessing Alzheimers Disease Biomarkers

arXiv (Cornell University)(2024)10.48550/arxiv.2406.05193

N/A

0DataRank · unranked

0 citations

Scott L. Zeger, Zheyu Wang, Yizhen Xu

Probabilistic clustering using shared latent variable model for assessing Alzheimer’s disease biomarkers

Biostatistics(2024)10.1093/biostatistics/kxaf010

N/A

0DataRank · unranked

0 citations

Scott L. Zeger, Zheyu Wang, Yizhen Xu

Improving Clinical Translation of Machine Learning Approaches Through Clinician-Tailored Visual Displays of Black Box Algorithms: Development and Validation

JMIR Medical Informatics(2020)10.2196/15791

N/A

0DataRank · unranked

28 citations

Kathérine C. Wu, Scott L. Zeger, Shannon Wongvibulsin

Measurable residual mutated NPM1 before allogeneic transplant for acute myeloid leukemia

Bone Marrow Transplantation(2025)10.1038/s41409-025-02757-1

N/A

0DataRank · unranked

2 citations

Gege Gui, Niveditha Ravindra, Georgia Andrew, Devdeep Mukherjee, Zoë C. Wong +23 more

Separated or joint models of repeated multivariate data to estimate individuals’ disease trajectories with application to scleroderma

PLoS ONE(2025)10.1371/journal.pone.0320414

N/A

0DataRank · unranked

1 citations

Ami A. Shah, Laura K. Hummers, Scott L. Zeger, Ji Soo Kim

Development of a Personalized Visualization and Analysis Tool to Improve Clinical Care in Complex Multisystem Diseases With Application to Scleroderma

Arthritis Care & Research(2025)10.1002/acr.25613

N/A

0DataRank · unranked

0 citations

John W. Scott, Lauren Fisher, Lauren Smith, William Stewart, Adrianne Woods +14 more

Machine Learning for Sudden Cardiac Death Prediction in the Atherosclerosis Risk in Communities Study

medRxiv(2022)10.1101/2022.01.12.22269174

N/A

0DataRank · unranked

5 citations

Shannon Wongvibulsin, Natalie Daya, Linda Zhou, Kunihiro Matsushita, Pradeep Natarajan +3 more

Identifying Patients at High Risk of Lapses in Diabetic Retinopathy Care: A Machine Learning Study

Ophthalmology Science(2025)10.1016/j.xops.2025.100967

N/A

0DataRank · unranked

0 citations

Diep Tran, Zainab Rustam, Gu Zhu, Paul Nagy, Hadi Kharrazi +5 more

Scott L. Zeger

Indexed papers

Top data-sharing exemplar

Papers