Shaan Khurshid

Also affiliated with Massachusetts General Hospital, Heart Foundation, IASO General Hospital, MedStar Heart & Vascular Institute

Medicine

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

2.2Author DataRank

Indexed papers

1in 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 1 indexed paper 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.

Cohort design and natural language processing to reduce bias in electronic health records research

npj Digital Medicine(2022)10.1038/s41746-022-00590-0

Top 10%

2.2DataRank

Top 10%84 citations

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

Papers

Driven by 66 papers — median percentile 90. Top paper: “Accelerometer-derived physical activity and risk of atrial fibrillation”.

Accelerometer-derived physical activity and risk of atrial fibrillation

European Heart Journal(2021)10.1093/eurheartj/ehab250

N/A

3.2DataRank · unranked

93 citations

Lu‐Chen Weng, Mostafa A. Al‐Alusi, Jennifer L. Halford, Julian S. Haimovich, Emelia J. Benjamin +5 more

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

Wearable accelerometer-derived physical activity and incident disease

npj Digital Medicine(2022)10.1038/s41746-022-00676-9

N/A

2.2DataRank · unranked

62 citations

Lu‐Chen Weng, Victor Nauffal, James P. Pirruccello, Rachael A. Venn, Mostafa A. Al‐Alusi +4 more

Cohort design and natural language processing to reduce bias in electronic health records research

npj Digital Medicine(2022)10.1038/s41746-022-00590-0

Top 10%

2.2DataRank

Top 10%84 citations

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

Artificial intelligence–enabled classification of hypertrophic heart diseases using electrocardiograms

Cardiovascular Digital Health Journal(2023)10.1016/j.cvdhj.2023.03.001

N/A

1.6DataRank · unranked

51 citations

Nate Diamant, Shaan Khurshid, Paolo Di Achille, Christopher Reeder, Sam Friedman +8 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

Natural Language Processing for Adjudication of Heart Failure in the Electronic Health Record

JACC Heart Failure(2023)10.1016/j.jchf.2023.02.012

N/A

0.866DataRank · unranked

22 citations

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

Meta-analysis of genome-wide associations and polygenic risk prediction for atrial fibrillation in more than 180,000 cases

Nature Genetics(2025)10.1038/s41588-024-02072-3

N/A

0.821DataRank · unranked

50 citations

Ida Surakka, Morten S. Olesen, Garðar Sveinbjörnsson, Nicholas Marston, Seung Hoan Choi +95 more

Rare Genetic Variants in LDLR , APOB , and PCSK9 Are Associated With Aortic Stenosis

Circulation(2024)10.1161/circulationaha.124.070982

N/A

0.741DataRank · unranked

18 citations

Sean J. Jurgens, Shinwan Kany, Seung Hoan Choi, Xin Wang, Andrey N. Smirnov +6 more

MSGene: a multistate model using genetic risk and the electronic health record applied to lifetime risk of coronary artery disease

Nature Communications(2024)10.1038/s41467-024-49296-9

N/A

0.613DataRank · unranked

15 citations

Ming Wai Yeung, Shaan Khurshid, So Mi Jemma Cho, Art Schuermans, J German +9 more

Deep learned representations of the resting 12-lead electrocardiogram to predict at peak exercise

European Journal of Preventive Cardiology(2023)10.1093/eurjpc/zwad321

N/A

0.537DataRank · unranked

14 citations

Timothy W. Churchill, Nathaniel Diamant, Paolo Di Achille, Christopher Reeder, Pulkit Singh +13 more

Deep learning enables genetic analysis of the human thoracic aorta

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.05.12.091934

N/A

0.533DataRank · unranked

34 citations

Mark Chaffin, Stephen J. Fleming, Alessandro Arduini, Honghuang Lin, Shaan Khurshid +21 more

Accuracy and variability of cardiologist interpretation of single lead electrocardiograms for atrial fibrillation: The VITAL-AF trial

American Heart Journal(2023)10.1016/j.ahj.2023.07.003

N/A

0.465DataRank · unranked

8 citations

Shaan Khurshid, Steven J. Atlas, Jeffrey M. Ashburner, Ana T. Trisini Lipsanopoulos, Leila H. Borowsky +7 more

Meta-Analysis of Genome-Wide Association Studies Reveals Genetic Mechanisms of Supraventricular Arrhythmias

Circulation Genomic and Precision Medicine(2024)10.1161/circgen.123.004320

N/A

0.413DataRank · unranked

10 citations

Shaan Khurshid, Amelia Weber Hall, Victor Nauffal, Valerie N. Morrill, Yan V. Sun +54 more

Artificial intelligence-enabled analysis of handheld single-lead electrocardiograms to predict incident atrial fibrillation: an analysis of the VITAL-AF randomized trial

npj Digital Medicine(2025)10.1038/s41746-025-02164-2

N/A

0.288DataRank · unranked

5 citations

Sam Friedman, Mostafa A. Al‐Alusi, Shinwan Kany, Thomas Sommers, Christopher D. Anderson +10 more

Deep Learning of Electrocardiograms Enables Scalable Human Disease Profiling

medRxiv(2022)10.1101/2022.12.21.22283757

N/A

0.165DataRank · unranked

2 citations

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

Genetic Susceptibility to Atrial Fibrillation Identified via Deep Learning of 12-lead Electrocardiograms

medRxiv(2022)10.1101/2022.01.17.22269357

N/A

0.149DataRank · unranked

1 citations

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

Impact of a clinical atrial fibrillation risk estimation tool on cardiac rhythm monitor utilization following acute ischemic stroke: A prepost clinical trial

American Heart Journal(2025)10.1016/j.ahj.2025.02.010

N/A

0.104DataRank · unranked

1 citations

Reinier W. P. Tack, Shaan Khurshid, Ashby C. Turner, Steven J. Atlas, Daniel E. Singer +6 more

Deep Learning–Enabled Assessment of Left Heart Structure and Function Predicts Cardiovascular Outcomes

Journal of the American College of Cardiology(2023)10.1016/j.jacc.2023.09.800

N/A

0DataRank · unranked

66 citations

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

Clinical and genetic associations of deep learning-derived cardiac magnetic resonance-based left ventricular mass

Nature Communications(2023)10.1038/s41467-023-37173-w

N/A

0DataRank · unranked

42 citations

Julieta Lazarte, James P. Pirruccello, Lu‐Chen Weng, Seung Hoan Choi, Amelia Weber Hall +11 more

Clinical and Genetic Atrial Fibrillation Risk and Discrimination of Cardioembolic From Noncardioembolic Stroke

Stroke(2023)10.1161/strokeaha.122.041533

N/A

0DataRank · unranked

17 citations

Shaan Khurshid, Sophia Gunn, Ludovic Trinquart, Kathryn L. Lunetta, Huichun Xu +6 more

Utility of Left and Right Ventricular Strain in Arrhythmogenic Right Ventricular Cardiomyopathy: A Prospective Multicenter Registry

Circulation Cardiovascular Imaging(2023)10.1161/circimaging.123.015671

N/A

0DataRank · unranked

8 citations

Philippe B. Bertrand, Samuel Bernard, Timothy W. Churchill, Shaan Khurshid, Gregory M. Marcus +8 more

Performance of Single-Lead Handheld Electrocardiograms for Atrial Fibrillation Screening in Primary Care

JACC Advances(2023)10.1016/j.jacadv.2023.100616

N/A

0DataRank · unranked

3 citations

Yuchiao Chang, Leila H. Borowsky, David D. McManus, Jeffrey M. Ashburner, Steven J. Atlas +4 more

Genetically predicted gestational age and birth weight are associated with cardiac and pulmonary vascular remodelling in adulthood

European Journal of Preventive Cardiology(2023)10.1093/eurjpc/zwad296

N/A

0DataRank · unranked

2 citations

Maddalena Ardissino, Victor Nauffal, Shaan Khurshid, James P. Pirruccello, Patrick T. Ellinor +4 more

Effect of clinic-based single-lead electrocardiogram rhythm assessment on oral anticoagulation prescriptions in patients with previously diagnosed atrial fibrillation

Heart Rhythm O2(2023)10.1016/j.hroo.2023.07.003

N/A

0DataRank · unranked

1 citations

Yuchiao Chang, Leila H. Borowsky, Shaan Khurshid, David D. McManus, Patrick T. Ellinor +4 more

Keeping to the rhythm of cardiovascular health

European Journal of Preventive Cardiology(2023)10.1093/eurjpc/zwad410

N/A

0DataRank · unranked

1 citations

Shaan Khurshid, Shinwan Kany

Natural Language Processing for Adjudication of Heart Failure Hospitalizations in a Multi-Center Clinical Trial

medRxiv(2023)10.1101/2023.08.17.23294234

N/A

0DataRank · unranked

5 citations

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

AORTA Gene: Polygenic prediction improves detection of thoracic aortic aneurysm

medRxiv(2023)10.1101/2023.08.23.23294513

N/A

0DataRank · unranked

2 citations

Shaan Khurshid, Honghuang Lin, Lu‐Chen Weng, Siavash Zamirpour, Shinwan Kany +7 more

Common and Rare Variant Contributions to Bradyarrhythmias from Multi-Ancestry Meta-Analyses

medRxiv(2023)10.1101/2023.09.24.23295485

N/A

0DataRank · unranked

0 citations

Joel Rämö, Sean J. Jurgens, Shaan Khurshid, Mark Chaffin, Amelia Weber Hall +56 more

Associations of “Weekend Warrior” Physical Activity With Incident Disease and Cardiometabolic Health

Circulation(2024)10.1161/circulationaha.124.068669

N/A

0DataRank · unranked

75 citations

Mostafa A. Al‐Alusi, Joel Rämö, James P. Pirruccello, Timothy W. Churchill, Steven A. Lubitz +5 more

The AORTA Gene score for detection and risk stratification of ascending aortic dilation

European Heart Journal(2024)10.1093/eurheartj/ehae474

N/A

0DataRank · unranked

22 citations

Shaan Khurshid, Honghuang Lin, Lu-Chen Weng, Siavash Zamirpour, Shinwan Kany +7 more

Natural Language Processing to Adjudicate Heart Failure Hospitalizations in Global Clinical Trials

Circulation Heart Failure(2024)10.1161/circheartfailure.124.012514

N/A

0DataRank · unranked

11 citations

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

Another piece in the puzzle of atrial fibrillation risk: clinical, genetic, and electrocardiogram-based artificial intelligence

European Heart Journal(2024)10.1093/eurheartj/ehae691

N/A

0DataRank · unranked

10 citations

Patrick T. Ellinor, Shaan Khurshid, Shinwan Kany

Electrocardiogram-Based Artificial Intelligence to Discriminate Cardioembolic Stroke and Stratify Risk of Atrial Fibrillation After Stroke

Circulation Arrhythmia and Electrophysiology(2024)10.1161/circep.124.012959

N/A

0DataRank · unranked

5 citations

Sam Friedman, Shinwan Kany, Rahul Mahajan, Ashby C. Turner, Steven A. Lubitz +4 more

Automated interpretations of single-lead electrocardiograms predict incident atrial fibrillation: The VITAL-AF trial

Heart Rhythm(2024)10.1016/j.hrthm.2024.04.085

N/A

0DataRank · unranked

3 citations

Shaan Khurshid, Mostafa A. Al‐Alusi, Steven J. Atlas, Jeffrey M. Ashburner, Leila H. Borowsky +6 more

Integrating Clinical, Genetic, and Electrocardiogram-Based Artificial Intelligence to Estimate Risk of Incident Atrial Fibrillation

medRxiv(2024)10.1101/2024.08.13.24311944

N/A

0DataRank · unranked

3 citations

Joel Rämö, Sam Friedman, Lu‐Chen Weng, Carolina Roselli, Min Seo Kim +6 more

An Ounce of Prevention for a Pound of Cure?

JACC Advances(2024)10.1016/j.jacadv.2024.101315

N/A

0DataRank · unranked

1 citations

Shinwan Kany, Shaan Khurshid

The impact of common and rare genetic variants on bradyarrhythmia development

Nature Genetics(2025)10.1038/s41588-024-01978-2

N/A

0DataRank · unranked

19 citations

Joel Rämö, Sean J. Jurgens, Shaan Khurshid, Mark Chaffin, Amelia Weber Hall +95 more

Unsupervised deep learning of electrocardiograms enables scalable human disease profiling

npj Digital Medicine(2025)10.1038/s41746-024-01418-9

N/A

0DataRank · unranked

19 citations

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

A deep learning digital biomarker to detect hypertension and stratify cardiovascular risk from the electrocardiogram

npj Digital Medicine(2025)10.1038/s41746-025-01491-8

N/A

0DataRank · unranked

14 citations

Sam Friedman, Shinwan Kany, Joel Rämö, Daniel Pipilas, Pulkit Singh +7 more

Contemporary Burden of Cardiovascular Disease in Pregnancy: Insights From a Real-World Pregnancy Electronic Health Record Cohort

Circulation(2025)10.1161/circulationaha.125.074692

N/A

0DataRank · unranked

14 citations

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

Foundation models for electrocardiogram interpretation: clinical implications

European Heart Journal(2025)10.1093/eurheartj/ehaf1119

N/A

0DataRank · unranked

11 citations

A. Sowa, Jacques Delfrate, Olivier Tastet, Denis Corbin, Merve Kulbay +28 more

A Deep Learning Model to Identify Mitral Valve Prolapse From the Echocardiogram

JACC. Cardiovascular imaging(2025)10.1016/j.jcmg.2025.08.011

N/A

0DataRank · unranked

5 citations

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

Multitrait analyses identify genetic variants associated with aortic valve function and aortic stenosis risk

Nature Genetics(2025)10.1038/s41588-025-02397-7

N/A

0DataRank · unranked

3 citations

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

Cardioversion of atrial fibrillation and flutter: Trends, outcomes, and rhythm management strategies over 2 decades

Heart Rhythm(2025)10.1016/j.hrthm.2025.10.037

N/A

0DataRank · unranked

1 citations

William J. Hucker, Shilpi Epstein, David de la Puente Bethencourt, Patrick T. Ellinor, Shaan Khurshid +1 more

Foundation models for generalizable electrocardiogram interpretation: comparison of supervised and self-supervised electrocardiogram foundation models

medRxiv(2025)10.1101/2025.03.02.25322575

N/A

0DataRank · unranked

8 citations

A. Sowa, Jacques Delfrate, Olivier Tastet, Denis Corbin, Merve Kulbay +28 more

Contemporary Burden of Cardiovascular Disease in Pregnancy: Insights from a Real-World Pregnancy Electronic Health Record Cohort

medRxiv(2025)10.1101/2025.01.28.25320930

N/A

0DataRank · unranked

1 citations

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

Putting a new spin on the sphere: Use of a spherical dual-energy lattice-tip system for accessory pathway mapping and ablation

HeartRhythm Case Reports(2025)10.1016/j.hrcr.2025.08.031

N/A

0DataRank · unranked

0 citations

E. Kevin Heist, Moussa Mansour, Shaan Khurshid, Ayesha Shaik

Open wide: a fresh look at periodontitis and atrial fibrillation

European Journal of Preventive Cardiology(2025)10.1093/eurjpc/zwaf762

N/A

0DataRank · unranked

0 citations

Molly L Paras, Shaan Khurshid, Julian S. Haimovich

Deep Learning to Estimate Cardiac Magnetic Resonance-Derived Left Ventricular Mass

medRxiv(2020)10.1101/2020.12.18.20248364

N/A

0DataRank · unranked

2 citations

Sam Friedman, James P. Pirruccello, Paolo Di Achille, Nathaniel Diamant, Christopher D. Anderson +6 more

Deep learning to estimate cardiac magnetic resonance–derived left ventricular mass

Cardiovascular Digital Health Journal(2021)10.1016/j.cvdhj.2021.03.001

N/A

0DataRank · unranked

8 citations

Sam Friedman, James P. Pirruccello, Paolo Di Achille, Nathaniel Diamant, Christopher D. Anderson +6 more

Point-of-care screening for atrial fibrillation: Where are we, and where do we go next?

Cardiovascular Digital Health Journal(2021)10.1016/j.cvdhj.2021.10.001

N/A

0DataRank · unranked

2 citations

Shaan Khurshid, Steven J. Atlas, Daniel E. Singer, Steven A. Lubitz, Jeffrey M. Ashburner

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

medRxiv(2021)10.1101/2021.11.05.21265953

N/A

0DataRank · 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

0DataRank · 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

0DataRank · unranked

10 citations

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

Cohort Design and Natural Language Processing to Reduce Bias in Electronic Health Records Research: The Community Care Cohort Project

medRxiv(2021)10.1101/2021.05.26.21257872

N/A

0DataRank · unranked

6 citations

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

Machine Learning to Understand Genetic and Clinical Factors Associated with the Pulse Waveform Dicrotic Notch

medRxiv(2021)10.1101/2021.12.09.21267484

N/A

0DataRank · unranked

4 citations

Paolo Di Achille, Valerie N. Morrill, Lu‐Chen Weng, Seung Hoan Choi, Shaan Khurshid +9 more

Accelerometer-Derived and Genetically Inferred Physical Activity and Human Disease

medRxiv(2021)10.1101/2021.08.05.21261586

N/A

0DataRank · unranked

1 citations

Lu‐Chen Weng, Victor Nauffal, James P. Pirruccello, Rachael A. Venn, Mostafa A. Al‐Alusi +4 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

Prediction performance and fairness heterogeneity in cardiovascular risk models

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

N/A

0DataRank · unranked

23 citations

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

Deep learning on resting electrocardiogram to identify impaired heart rate recovery

Cardiovascular Digital Health Journal(2022)10.1016/j.cvdhj.2022.06.001

N/A

0DataRank · unranked

11 citations

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

Endophenotype effect sizes support variant pathogenicity in monogenic disease susceptibility genes

Nature Communications(2022)10.1038/s41467-022-32009-5

N/A

0DataRank · unranked

10 citations

Valerie N. Morrill, Seung Hoan Choi, Sean J. Jurgens, Giorgio Melloni, Nicholas Marston +39 more

Clinical and Genetic Associations of Deep Learning-Derived Cardiac Magnetic Resonance-Based Left Ventricular Mass

medRxiv(2022)10.1101/2022.01.09.22268962

N/A

0DataRank · unranked

1 citations

Julieta Lazarte, James P. Pirruccello, Lu‐Chen Weng, Seung Hoan Choi, Amelia Weber Hall +11 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

0DataRank · unranked

85 citations

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

Prevalence and Incidence of Atrial Fibrillation Among Older Primary Care Patients

JAMA Network Open(2023)10.1001/jamanetworkopen.2022.55838

N/A

0DataRank · unranked

67 citations

Jeffrey M. Ashburner, Patrick T. Ellinor, David D. McManus, Steven J. Atlas, Daniel E. Singer +2 more

Shaan Khurshid

Indexed papers

Top data-sharing exemplar

Papers