🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

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 1%percentile
8.5Author 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 →

Top data-sharing exemplar

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

Top 3%232 citations

Samantha M. Paniagua, Emily S. Lau, Norrina B. Allen, Michael J. Blaha, Ron T. Gansevoort +12 more

Papers

Driven by 48 papers — median percentile 94. Top paper: Age dependent associations of risk factors with heart failure: pooled population based cohort study.

Top 3%232 citations

Samantha M. Paniagua, Emily S. Lau, Norrina B. Allen, Michael J. Blaha, Ron T. Gansevoort +12 more

Top 10%84 citations

Christopher Reeder, Lia X. Harrington, Pulkit Singh, Gopal Sarma, Sam Friedman +24 more

30 citations

Rodosthenis S. Rodosthenous, Ville Kujala, Priyanka Gokulnath, Michail Spanos, H. Immo Lehmann +14 more

22 citations

Pulkit Singh, Christopher Reeder, Emily S. Lau, Shaan Khurshid, Xin Wang +5 more

28 citations

Dongyu Wang, Martin G. Larson, Emily S. Lau, Emelia J. Benjamin, Ralph B. D’Agostino +5 more

106 citations

Emily S. Lau, Michael J. Blaha, Samantha M. Paniagua, Martin G. Larson, Bruce M. Psaty +25 more

44 citations

Athar Roshandelpoor, Shahrooz Zarbafian, Dongyu Wang, J. Sawalla Guseh, Norrina B. Allen +12 more

32 citations

Elizabeth Liu, Samantha M. Paniagua, Emily S. Lau, Shawn X. Li, Katherine S. Takvorian +13 more

21 citations

Shaan Khurshid, Rachael A. Venn, Xin Wang, Nate Diamant, Paolo Di Achille +14 more

6 citations

Joel Rämö, David Playford, Geoff Strange, Cody R. Hou, Sean J. Jurgens +13 more

4 citations

Joel Rämö, Cody R. Hou, Sean J. Jurgens, Shaan Khurshid, Victor Nauffal +12 more

2 citations

Cody Hou, Sean J. Jurgens, Victor Nauffal, Jon Cunningham, Emily S. Lau +12 more

2 citations

Xin Wang, Sam Friedman, Nate Diamant, Shaan Khurshid, Paolo Di Achille +13 more

2 citations

Yunong Zhao, Natalie A. Bello, Emelia J. Benjamin, Ramachandran S. Vasan, Daniel Levy +5 more

2 citations

Juhi K. Parekh, Leah Kosyakovsky, Sophie M. Nemeth, Emily S. Lau, James L. Januzzi +14 more

1 citations

Shaan Khurshid, Seung Hoan Choi, Sam Friedman, Lu‐Chen Weng, Christopher Reeder +13 more

11 citations

Paolo Di Achille, Lu‐Chen Weng, Emily S. Lau, Shaan Khurshid, Sam Friedman +17 more

41 citations

Dongyu Wang, Joseph Pierre Aboumsallem, Canxia Shi, Sanne de Wit, Elizabeth Liu +14 more

34 citations

Stephanie A. Leonard, Leslie V. Farland, Emily S. Lau, Aladdin H. Shadyab, Robert A. Wild +5 more

N/A
0DataRank · unranked
48 citations

Dongyu Wang, Mary B. Roberts, Christy Taylor, Gayathree Murugappan, Aladdin H. Shadyab +7 more

25 citations

Athar Roshandelpoor, Mona Alotaibi, Arrush Choudhary, Mohit Jain, Susan Cheng +5 more

6 citations

Christopher Reeder, Lia X. Harrington, Pulkit Singh, Gopal Sarma, Sam Friedman +24 more

10 citations

Samantha M. Paniagua, Emily S. Lau, Dongyu Wang, Elizabeth Liu, Martin G. Larson +18 more

5 citations

Gurleen Kaur, Garima Sharma, Emily S. Lau

4 citations

Emily S. Lau, W. Alexandra Spacht

1 citations

V. D’Souza, Yunong Zhao, Christopher Reeder, Rachel Goldberg, Katherine E. Economy +5 more

5 citations

Pulkit Singh, Christopher Reeder, Brian Claggett, Pablo M. Marti-Castellote, Emily S. Lau +11 more

0 citations

Jennifer Haythe, Emily S. Lau, Hannah Rosenblum

26 citations

Katherine E. Economy, Maria Pabón, Xiaowen Wang, Claire Castro, Jenifer M. Brown +20 more

11 citations

Christopher Reeder, Brian Claggett, Pulkit Singh, Emily S. Lau, Shaan Khurshid +14 more

N/A
0DataRank · unranked
21 citations

Brody H. Foy, Sarah B. Mueller, Jun S. Liu, Louis M. Feingold, Kristen E. Burke +21 more

N/A
0DataRank · unranked
13 citations

Abigail S. Pan, Juhi K. Parekh, Ndidi Owunna, Paul Courchesne, Martin G. Larson +5 more

N/A
0DataRank · unranked
8 citations

Yunong Zhao, Emelia J. Benjamin, Ramachandran S. Vasan, Vanessa Xanthakis, Susan Cheng +2 more

3 citations

Emily S. Lau, Martha Gulati, Anna Barton

3 citations

Ndidi Owunna, Nona Jiang, Xiaodan Huo, Emily K. Zern, Jenna McNeill +6 more

29 citations

Jennifer E. Ho, Lindsay G. Panah, Emily S. Lau, Elizabeth Liu, Robyn Farrell +8 more

14 citations

V. D’Souza, Yunong Zhao, Christopher Reeder, Rachel Goldberg, Micayla Flores +6 more

5 citations

Emily S. Lau, Aeron M Small, Christopher Reeder, Tal Shnitzer, Carl Andrews +10 more

3 citations

Ndidi Owunna, Louisa A. Mounsey, Nona Jiang, Xiaodan Huo, Emily K. Zern +7 more

It's About Sex, Not Just Fat

Journal of the American College of Cardiology(2025)10.1016/j.jacc.2025.08.038
N/A
0DataRank · unranked
3 citations

Emily S. Lau, Jennifer E. Ho, Amanda L Grundmann

55 citations

Lindsay G. Panah, Emily K. Zern, Elizabeth Liu, Robyn Farrell, Mark Schoenike +8 more

74 citations

Jenna McNeill, Samantha M. Paniagua, Elizabeth Liu, Jessica K. Wang, Ingrid V. Bassett +5 more

Insulin Resistance and Diabetes in HFpEF

Journal of the American College of Cardiology(2025)10.1016/j.jacc.2025.03.529
N/A
0DataRank · unranked
3 citations

Zsu‐Zsu Chen, Emily S. Lau, Jennifer E. Ho

0 citations

Yunong Zhao, Joanne M. Murabito, Susan Cheng, Ramachandran S. Vasan, Daniel Levy +3 more

N/A
0DataRank · unranked
1 citations

Emily S. Lau, Ruby Guo

2 citations

Mythri Ambatipudi, Leah Kosyakovsky, Matthew Herzig, Jessica K. Wang, Elizabeth Liu +9 more

66 citations

Paolo Di Achille, Kavya Kopparapu, Carl Andrews, Pulkit Singh, Christopher Reeder +9 more

Reply

Journal of the American College of Cardiology(2022)10.1016/j.jacc.2022.06.012
N/A
0DataRank · unranked
1 citations

Jennifer E. Ho, Emily S. Lau