Kenney Ng

Computer ScienceBiochemistry, Genetics and Molecular BiologyMedicine

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

1.9Author 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.

Refining the Definition of Stage 1 Type 1 Diabetes: An Ontology-Driven Analysis of the Heterogeneity of Multiple Islet Autoimmunity

Diabetes Care(2023)10.2337/dc22-1960

Top 28%

0.709DataRank

Top 28%17 citations

Mohamed Ghalwash, Ying Li, Kenney Ng, Jessica L. Dunne, Markus Lundgren +37 more

Papers

Driven by 25 papers — median percentile 72. Top paper: “Genetic analysis of right heart structure and function in 40,000 people”.

Genetic analysis of right heart structure and function in 40,000 people

Nature Genetics(2022)10.1038/s41588-022-01090-3

N/A

2.2DataRank · unranked

99 citations

Paolo Di Achille, Victor Nauffal, Mahan Nekoui, Sam Friedman, Marcus D. R. Klarqvist +46 more

Selection of 51 predictors from 13,782 candidate multimodal features using machine learning improves coronary artery disease prediction

Patterns(2021)10.1016/j.patter.2021.100364

N/A

2.1DataRank · unranked

43 citations

Marcus D. R. Klarqvist, Connor A. Emdin, Aniruddh P. Patel, Manish Paranjpe, Patrick T. Ellinor +5 more

Titin Truncating Variants in Adults Without Known Congestive Heart Failure

Journal of the American College of Cardiology(2020)10.1016/j.jacc.2020.01.013

N/A

1.6DataRank · unranked

28 citations

Alexander G. Bick, Mark Chaffin, Krishna G. Aragam, Seung Hoan Choi, Steven A. Lubitz +7 more

Noninvasive assessment of organ-specific and shared pathways in multi-organ fibrosis using T1 mapping

Nature Medicine(2024)10.1038/s41591-024-03010-w

N/A

1.2DataRank · unranked

36 citations

Marcus D. R. Klarqvist, Matthew C. Hill, Danielle F. Pace, Paolo Di Achille, Seung Hoan Choi +11 more

Deep learning of left atrial structure and function provides link to atrial fibrillation risk

Nature Communications(2024)10.1038/s41467-024-48229-w

N/A

0.931DataRank · unranked

38 citations

Paolo Di Achille, Seung Hoan Choi, Joel Rämö, Shaan Khurshid, Mahan Nekoui +14 more

Prediction performance and fairness heterogeneity in cardiovascular risk models

Scientific Reports(2022)10.1038/s41598-022-16615-3

N/A

0.764DataRank · unranked

23 citations

Shaan Khurshid, Bum Chul Kwon, Aniruddh P. Patel, Puneet Batra, Anthony Philippakis +5 more

Refining the Definition of Stage 1 Type 1 Diabetes: An Ontology-Driven Analysis of the Heterogeneity of Multiple Islet Autoimmunity

Diabetes Care(2023)10.2337/dc22-1960

Top 28%

0.709DataRank

Top 28%17 citations

Mohamed Ghalwash, Ying Li, Kenney Ng, Jessica L. Dunne, Markus Lundgren +37 more

Association of machine learning-derived measures of body fat distribution with cardiometabolic diseases in >40,000 individuals

medRxiv(2021)10.1101/2021.05.07.21256854

Top 28%

0.704DataRank

Top 28%17 citations

Marcus D. R. Klarqvist, Nathaniel Diamant, Takara L. Stanley, Patrick T. Ellinor, Nehal N. Mehta +7 more

Genetics of myocardial interstitial fibrosis in the human heart and association with disease

Nature Genetics(2023)10.1038/s41588-023-01371-5

N/A

0.670DataRank · unranked

86 citations

Paolo Di Achille, Marcus D. R. Klarqvist, Jonathan W. Cunningham, Matthew C. Hill, James P. Pirruccello +13 more

Islet Autoantibody Type-Specific Titer Thresholds Improve Stratification of Risk of Progression to Type 1 Diabetes in Children

Diabetes Care(2021)10.2337/dc21-0878

N/A

0.582DataRank · unranked

16 citations

Harry Stavropoulos, Vibha Anand, Riitta Veijola, Jorma Toppari, Marlena Maziarz +7 more

The Genetic Determinants of Aortic Distention

Journal of the American College of Cardiology(2023)10.1016/j.jacc.2023.01.044

N/A

0.538DataRank · unranked

35 citations

Joel Rämö, Seung Hoan Choi, Mark Chaffin, Shinwan Kany, Mahan Nekoui +11 more

Data-Driven Phenotyping of Presymptomatic Type 1 Diabetes Using Longitudinal Autoantibody Profiles

Diabetes Care(2024)10.2337/dc24-0198

Top 40%

0.475DataRank

Top 40%11 citations

Vibha Anand, Kenney Ng, Jessica L. Dunne, Olivia Lou, Markus Lundgren +37 more

Genetics of Myocardial Interstitial Fibrosis in the Human Heart and Association with Disease

medRxiv(2021)10.1101/2021.11.05.21265953

N/A

0.385DataRank · unranked

12 citations

Paolo Di Achille, Marcus D. R. Klarqvist, Jonathan W. Cunningham, James P. Pirruccello, Lu‐Chen Weng +12 more

Genetic Analysis of Right Heart Structure and Function in 40,000 People

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.02.05.429046

N/A

0.373DataRank · unranked

11 citations

Paolo Di Achille, Victor Nauffal, Mahan Nekoui, Sam Friedman, Marcus D. R. Klarqvist +11 more

Deep Learning of Left Atrial Structure and Function Provides Link to Atrial Fibrillation Risk

medRxiv(2021)10.1101/2021.08.02.21261481

N/A

0.360DataRank · unranked

10 citations

Paolo Di Achille, Seung Hoan Choi, Shaan Khurshid, Mahan Nekoui, Sean J. Jurgens +9 more

Estimating Heterogeneous Treatment Effects on Survival Outcomes Using Counterfactual Censoring Unbiased Transformations

arXiv (Cornell University)(2024)10.48550/arxiv.2401.11263

N/A

0DataRank · unranked

0 citations

Raluca Cobzaru, Stan N. Finkelstein, Roy E. Welsch, Kenney Ng, Zach Shahn +1 more

Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning

The Lancet Digital Health(2021)10.1016/s2589-7500(21)00101-1

N/A

0DataRank · unranked

90 citations

Lana M. Chahine, Luba Smolensky, Murtaza Dhuliawala, Mark Frasier, Kenney Ng +3 more

Characterizing and Quantifying Performance Heterogeneity in Cardiovascular Risk Prediction Models — A Step Towards Improved Disease Risk Assessment

Research Square(2021)10.21203/rs.3.rs-936366/v1

N/A

0DataRank · unranked

1 citations

Shaan Khurshid, Bum Chul Kwon, Aniruddh P. Patel, Puneet Batra, Anthony Philippakis +5 more

Progression of type 1 diabetes from latency to symptomatic disease is predicted by distinct autoimmune trajectories

Nature Communications(2022)10.1038/s41467-022-28909-1

N/A

0DataRank · unranked

36 citations

Vibha Anand, Peter Achenbach, Jessica L. Dunne, William Hagopian, Jianying Hu +9 more

Quantifying the utility of islet autoantibody levels in the prediction of type 1 diabetes in children

Diabetologia(2022)10.1007/s00125-022-05799-y

N/A

0DataRank · unranked

13 citations

Vibha Anand, Harry Stavropoulos, Riitta Veijola, Jorma Toppari, Marlena Maziarz +9 more

Childhood Height Growth Rate Association With the Risk of Islet Autoimmunity and Development of Type 1 Diabetes

The Journal of Clinical Endocrinology & Metabolism(2022)10.1210/clinem/dgac121

N/A

0DataRank · unranked

7 citations

Riitta Veijola, Eileen Koski, Vibha Anand, Frank B. Martin, Kathleen Waugh +8 more

Cross-modal autoencoder framework learns holistic representations of cardiovascular state

Nature Communications(2023)10.1038/s41467-023-38125-0

N/A

0DataRank · unranked

85 citations

Sam Friedman, Shaan Khurshid, Kenney Ng, Puneet Batra, Steven A. Lubitz +3 more

Efficient estimation of weighted cumulative treatment effects by double/debiased machine learning

arXiv (Cornell University)(2023)10.48550/arxiv.2305.02373

N/A

0DataRank · unranked

1 citations

Bang Zheng, Bowen Su, Stan N. Finkelstein, Roy E. Welsch, Kenney Ng +3 more

Can metformin prevent cancer relative to sulfonylureas? A target trial emulation accounting for competing risks and poor overlap via double/debiased machine learning estimators

American Journal of Epidemiology(2024)10.1093/aje/kwae217

N/A

0DataRank · unranked

3 citations

Bang Zheng, Bowen Su, Stan Neil Finkelstein, Roy E. Welsch, Kenney Ng +2 more

Foundational model aided automatic high-throughput drug screening using self-controlled cohort study

medRxiv(2024)10.1101/2024.08.04.24311480

N/A

0DataRank · unranked

1 citations

Raluca Cobzaru, Stan N. Finkelstein, Roy E. Welsch, Kenney Ng, Lefkos Middleton +1 more

Kenney Ng

Indexed papers

Top data-sharing exemplar

Papers