Tina Hernandez‐Boussard

Health ProfessionsMedicineSocial SciencesPsychology

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

7.2Author 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.

The Ontology for Biomedical Investigations

PLOS ONE(2016)10.1371/journal.pone.0154556

Top 3%

6.8DataRank

Top 3%390 citations

Mathias Brochhausen, Bill Bug, Marcus C. Chibucos, Kevin Clancy, Mélanie Courtot +40 more

Papers

Driven by 57 papers — median percentile 78. Top paper: “The Ontology for Biomedical Investigations”.

The Ontology for Biomedical Investigations

PLOS ONE(2016)10.1371/journal.pone.0154556

Top 3%

6.8DataRank

Top 3%390 citations

Mathias Brochhausen, Bill Bug, Marcus C. Chibucos, Kevin Clancy, Mélanie Courtot +40 more

Evaluation of clustering and topic modeling methods over health-related tweets and emails

Artificial Intelligence in Medicine(2021)10.1016/j.artmed.2021.102096

N/A

1.9DataRank · unranked

59 citations

Sergio Gonzales, Juandiego Morzán, Hugo Alatrista-Salas, Tina Hernandez‐Boussard, Jiang Bian +1 more

Overlapping meta-analyses on the same topic: survey of published studies

BMJ(2013)10.1136/bmj.f4501

N/A

0.834DataRank · unranked

259 citations

Konstantinos C. Siontis, Tina Hernandez‐Boussard, John P. A. Ioannidis, Konstantinos CM Siontis

Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance

The Lancet Digital Health(2025)10.1016/j.landig.2025.100916

N/A

0.744DataRank · unranked

54 citations

Gary S. Collins, Andrew J. Vickers, Laure Wynants, Kathleen F. Kerr, Lasai Barreñada +9 more

Reporting of demographic data and representativeness in machine learning models using electronic health records

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa164

N/A

0.614DataRank · unranked

59 citations

Eli M. Cahan, Martin G Seneviratne, Ran Sun, John P. A. Ioannidis, Martin Seneviratne +3 more

Clinical concept recognition: Evaluation of existing systems on EHRs

Frontiers in Artificial Intelligence(2023)10.3389/frai.2022.1051724

N/A

0.598DataRank · unranked

9 citations

Ran Sun, Sebastien Boussard, Tina Hernandez‐Boussard, Juan Antonio Lossio-Ventura

Clinical trials informed framework for real world clinical implementation and deployment of artificial intelligence applications

npj Digital Medicine(2025)10.1038/s41746-025-01506-4

N/A

0.574DataRank · unranked

45 citations

Tina Hernandez‐Boussard, Michael A. Pfeffer, Adam Landman, Rebecca G. Mishuris, Jacqueline Guan-Ting You

Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac156

N/A

0.557DataRank · unranked

40 citations

Marieke van Buchem, Tina Hernandez‐Boussard, Anne de Hond

Using large language models to assess public perceptions around glucagon-like peptide-1 receptor agonists on social media

Communications Medicine(2024)10.1038/s43856-024-00566-z

N/A

0.494DataRank · unranked

26 citations

Sneha S. Jain, Ashish Sarraju, Alexander T. Sandhu, Tina Hernandez‐Boussard, Fátima Rodríguez +1 more

Organizational Factors in Clinical Data Sharing for Artificial Intelligence in Health Care

JAMA Network Open(2023)10.1001/jamanetworkopen.2023.48422

N/A

0.477DataRank · unranked

23 citations

Madelena Y. Ng, Jin Long, Tina Hernandez‐Boussard, Nigam H. Shah, Adam S. Miner +3 more

Measuring quality-of-care in treatment of young children with attention-deficit/hyperactivity disorder using pre-trained language models

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae001

Top 40%

0.471DataRank

Top 40%13 citations

Jose Posada, Rebecca M. Gardner, Tina Hernandez‐Boussard, Yair Bannett, Malvika Pillai

Phenotyping severity of patient‐centered outcomes using clinical notes: A prostate cancer use case

Learning Health Systems(2020)10.1002/lrh2.10237

N/A

0.464DataRank · unranked

21 citations

Rohan Paul, Jean Coquet, Ran Sun, Imon Banerjee, James D. Brooks +2 more

Applying natural language processing to patient messages to identify depression concerns in cancer patients

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae188

N/A

0.406DataRank · unranked

14 citations

Anne de Hond, Claudio Fanconi, Vaibhavi Shah, Max Schuessler, Ilse Kant +3 more

Clinical Documentation to Predict Factors Associated with Urinary Incontinence Following Prostatectomy for Prostate Cancer

Research and Reports in Urology(2020)10.2147/rru.s234178

N/A

0.330DataRank · unranked

8 citations

Imon Banerjee, Christopher J. Magnani, Douglas W. Blayney, James D. Brooks, Tina Hernandez‐Boussard +1 more

Mental health care needs of caregivers of people with Alzheimer’s disease from online forum analysis

npj Mental Health Research(2024)10.1038/s44184-024-00100-y

N/A

0.312DataRank · unranked

7 citations

Zhuo Ran Cai, Michael L. Chen, Shawheen J. Rezaei, Sonia Onyeka, Carolyn I. Rodríguez +6 more

Extremely large outlier treatment effects may be a footprint of bias in trials from less developed countries: randomized trials of gabapentinoids

Journal of Clinical Epidemiology(2019)10.1016/j.jclinepi.2018.10.012

N/A

0.312DataRank · unranked

7 citations

Ian Carroll, Steven Asch, Tina Hernandez‐Boussard, Steven M. Asch, John P. A. Ioannidis +1 more

Scaling equitable artificial intelligence in healthcare with machine learning operations

BMJ Health & Care Informatics(2024)10.1136/bmjhci-2024-101101

N/A

0.312DataRank · unranked

7 citations

Alexey Youssef, Malvika Pillai, Vaibhavi Shah, Tina Hernandez‐Boussard, Madelena Y. Ng

Postoperative opioid prescribing patients with diabetes: Opportunities for personalized pain management

PLoS ONE(2023)10.1371/journal.pone.0287697

N/A

0DataRank · unranked

10 citations

Jean Coquet, Jennifer M. Hah, Oualid El Hajouji, Steven M. Asch, Ian Carroll +3 more

Preoperative Versus Perioperative Risk Factors for Delayed Pain and Opioid Cessation After Total Joint Arthroplasty: A Prospective Cohort Study

Pain and Therapy(2023)10.1007/s40122-023-00543-9

N/A

0DataRank · unranked

1 citations

Julien D Veron Vialard, Bradley Efron, Sean Mackey, Ian Carroll, Derek F. Amanatullah +3 more

AI and biosecurity: The need for governance

Science(2024)10.1126/science.adq1977

N/A

0DataRank · unranked

40 citations

Jaspreet Pannu, Alex Zhu, Madelena Y. Ng, Ashley Lewis, Eran Bendavid +5 more

The Impact of Race, Ethnicity, and Sex on Fairness in Artificial Intelligence for Glaucoma Prediction Models

Ophthalmology Science(2024)10.1016/j.xops.2024.100596

N/A

0DataRank · unranked

17 citations

Joshua D. Stein, Tina Hernandez‐Boussard, Ann Fisher, Sophia Y. Wang, Sejal Amin +26 more

Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae028

N/A

0DataRank · unranked

10 citations

Catherine Curtin, Chen Yanover, Tal El‐Hay, Byungjin Choi, Rae Woong Park +7 more

Predictability of buprenorphine‐naloxone treatment retention: A multi‐site analysis combining electronic health records and machine learning

Addiction(2024)10.1111/add.16587

N/A

0DataRank · unranked

6 citations

Sajjad Fouladvand, Steven Tate, Min Min Chan, Joannas Jie Lin Yeow, Kira Griffiths +11 more

Contemporary attitudes and beliefs on coronary artery calcium from social media using artificial intelligence

npj Digital Medicine(2024)10.1038/s41746-024-01077-w

N/A

0DataRank · unranked

5 citations

Sujana Balla, Allison W. Peng, Ramzi Dudum, Sneha S. Jain, Khurram Nasir +4 more

Performance evaluation of predictive AI models to support medical\n decisions: Overview and guidance

arXiv (Cornell University)(2024)10.48550/arxiv.2412.10288

N/A

0DataRank · unranked

14 citations

Gary S. Collins, Andrew J. Vickers, Laure Wynants, Kathleen F. Kerr, Lasai Barreñada +9 more

Development of Secure Infrastructure for Advancing Generative AI Research in Healthcare at an Academic Medical Center

Research Square(2024)10.21203/rs.3.rs-5095287/v1

N/A

0DataRank · unranked

8 citations

Jarrod Helzer, Michael A. Pfeffer, Tina Seto, Tina Hernandez‐Boussard, Madelena Y. Ng

Improving postsurgical fall detection for older Americans using LLM-driven analysis of clinical narratives

medRxiv(2024)10.1101/2024.06.25.24309480

N/A

0DataRank · unranked

3 citations

Terri L. Blumke, Joachim Studnia, Yuqing Wang, Zachary P Veigulis, Anna Ware +8 more

Large language models outperform traditional natural language processing methods in extracting patient-reported outcomes in IBD

medRxiv(2024)10.1101/2024.09.05.24313139

N/A

0DataRank · unranked

0 citations

Conner Davis, Amariel Ralbovsky, Daniel Tinoco, Christopher Y. K. Williams, Shadera Slatter +5 more

Medical digital twins: enabling precision medicine and medical artificial intelligence

The Lancet Digital Health(2025)10.1016/j.landig.2025.02.004

N/A

0DataRank · unranked

97 citations

Stefano Testa, Thomas Barba, Katherine E. Hartmann, Maximilian Schuessler, Alexander Thieme +8 more

Development of secure infrastructure for advancing generative artificial intelligence research in healthcare at an academic medical center

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf005

N/A

0DataRank · unranked

28 citations

Jarrod Helzer, Michael A. Pfeffer, Tina Seto, Tina Hernandez‐Boussard, Madelena Y. Ng

Artificial intelligence tools in supporting healthcare professionals for tailored patient care

npj Digital Medicine(2025)10.1038/s41746-025-01604-3

N/A

0DataRank · unranked

16 citations

Michael L. Chen, Shawheen J. Rezaei, Tina Hernandez‐Boussard, Jonathan H. Chen, Fátima Rodríguez +10 more

Synthetic data, synthetic trust: navigating data challenges in the digital revolution

The Lancet Digital Health(2025)10.1016/j.landig.2025.100924

N/A

0DataRank · unranked

9 citations

Deborah Duran, Tina Hernandez‐Boussard, Arman Koul

Evaluating the impact of data biases on algorithmic fairness and clinical utility of machine learning models for prolonged opioid use prediction

JAMIA Open(2025)10.1093/jamiaopen/ooaf115

N/A

0DataRank · unranked

5 citations

Catherine Curtin, Steven M. Asch, Keith Humphreys, Tina Hernandez‐Boussard, Behzad Naderalvojoud

Validation of the American Heart Association Predicting Risk of Cardiovascular Disease Events Equations in Diverse Socioeconomic Groups: The All of Us Cohort

Journal of the American Heart Association(2025)10.1161/jaha.125.041549

N/A

0DataRank · unranked

4 citations

Adrian Matias Bacong, Latha Palaniappan, Tina Hernandez‐Boussard, Ashley Lewis

Predicting treatment retention in medication for opioid use disorder: a machine learning approach using NLP and LLM-derived clinical features

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf157

N/A

0DataRank · unranked

4 citations

Iván López, Steven Tate, Pooya Ashtari, Min Min Chan, Deepali Kulkarni +11 more

Biologic therapy and risk of mental health diagnosis in patients with hidradenitis suppurativa

Journal of Investigative Dermatology(2025)10.1016/j.jid.2025.10.616

N/A

0DataRank · unranked

2 citations

Devin Barzallo, Sinead M. Sinnott, Haley B. Naik, Tina Hernandez‐Boussard, Hermioni L. Amonoo +2 more

Racial and ethnic disparities in statin adherence: insights from the All of Us Research Program

Frontiers in Cardiovascular Medicine(2025)10.3389/fcvm.2025.1541082

N/A

0DataRank · unranked

2 citations

Zahra Azizi, Anne de Hond, Ashley Lewis, Madelena Y. Ng, Fátima Rodríguez +2 more

Enhanced Phenotype Identification of Common Ocular Diseases in Real-World Datasets

Ophthalmology Science(2025)10.1016/j.xops.2025.100717

N/A

0DataRank · unranked

1 citations

Hyonggin An, Chris Andrews, Suzann Pershing, Tushar Mungle, Amanda K. Bicket +36 more

Ensemble learning to enhance accurate identification of patients with glaucoma using electronic health records

JAMIA Open(2025)10.1093/jamiaopen/ooaf080

N/A

0DataRank · unranked

1 citations

Behzad Naderalvojoud, Chris Andrews, Hong Su An, Amanda K. Bicket, Amy Zhang +36 more

Post-operative pain management in elders

Heliyon(2025)10.1016/j.heliyon.2025.e43465

N/A

0DataRank · unranked

0 citations

Behzad Naderalvojoud, Paola Suárez, Jean Coquet, Ioana Baiu, Tina Hernandez‐Boussard +2 more

Preoperative Opioid Misuse Associations With Delayed Opioid Cessation, Pain, and Negative Affect After Spine Surgery

Neurospine(2025)10.14245/ns.2550394.197

N/A

0DataRank · unranked

0 citations

Shana C. Levine, Saneel Khairnar, Luke Pirrotta, Alma Rechav Ben-Natan, Emily Tse +6 more

Leveraging Digital Data to Inform and Improve Quality Cancer Care

Cancer Epidemiology Biomarkers & Prevention(2020)10.1158/1055-9965.epi-19-0873

N/A

0DataRank · unranked

47 citations

Douglas W. Blayney, James D. Brooks, Tina Hernandez‐Boussard

Intraocular Pressure Changes after Cataract Surgery in Patients with and without Glaucoma

Ophthalmology Glaucoma(2020)10.1016/j.ogla.2020.06.002

N/A

0DataRank · unranked

39 citations

Amee D. Azad, Shan C. Lin, Tina Hernandez‐Boussard, Suzann Pershing, Sophia Y. Wang

Association between patient‐initiated emails and overall 2‐year survival in cancer patients undergoing chemotherapy: Evidence from the real‐world setting

Cancer Medicine(2020)10.1002/cam4.3483

N/A

0DataRank · unranked

22 citations

Douglas W. Blayney, James D. Brooks, Tina Hernandez‐Boussard, Jean Coquet

Four distinct patient-reported outcome (PRO) trajectories in longitudinal responses collected before, during, and after chemotherapy.

Journal of Clinical Oncology(2020)10.1200/jco.2020.38.15_suppl.2012

N/A

0DataRank · unranked

0 citations

Amee D. Azad, Melih Yilmaz, Selen Bozkurt, James D. Brooks, Tina Hernandez‐Boussard +1 more

Development and evaluation of novel ophthalmology domain-specific neural word embeddings to predict visual prognosis

International Journal of Medical Informatics(2021)10.1016/j.ijmedinf.2021.104464

N/A

0DataRank · unranked

22 citations

Benjamin Tseng, Tina Hernandez‐Boussard, Sophia Y. Wang

Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation

Frontiers in Digital Health(2022)10.3389/fdgth.2022.1007784

N/A

0DataRank · unranked

113 citations

Mohamed H. Abdel‐Rahman, Boris Aguilar, Alireza Asadpoure, Robert A. Beckman, Lynn L. Borkon +28 more

Expanding the Secondary Use of Prostate Cancer Real World Data: Automated Classifiers for Clinical and Pathological Stage

Frontiers in Digital Health(2022)10.3389/fdgth.2022.793316

N/A

0DataRank · unranked

18 citations

Christopher J. Magnani, Martin Seneviratne, James D. Brooks, Tina Hernandez‐Boussard, Selen Bozkurt

Using deep learning-based natural language processing to identify reasons for statin nonuse in patients with atherosclerotic cardiovascular disease

Communications Medicine(2022)10.1038/s43856-022-00157-w

N/A

0DataRank · unranked

24 citations

Jean Coquet, Alban Zammit, Antonia Chan, Summer Ngo, Tina Hernandez‐Boussard +2 more

Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010–2020

Frontiers in Digital Health(2022)10.3389/fdgth.2022.995497

N/A

0DataRank · unranked

11 citations

Alban Zammit, Oualid El Hajouji, Keith Humphreys, Steven M. Asch, Thomas F. Osborne +3 more

Prescription quantity and duration predict progression from acute to chronic opioid use in opioid-naïve Medicaid patients

PLOS Digital Health(2022)10.1371/journal.pdig.0000075

N/A

0DataRank · unranked

8 citations

Vy T. Ho, Jennifer M. Hah, Keith Humphreys, Ian Carroll, Catherine Curtin +3 more

Outcomes of Primary Trabeculectomy versus Combined Phacoemulsification-Trabeculectomy Using Automated Electronic Health Record Data Extraction

Current Eye Research(2022)10.1080/02713683.2022.2045611

N/A

0DataRank · unranked

7 citations

Kuldev Singh, Tina Hernandez‐Boussard, Sophia Y. Wang, José Dávila

Peeking into a black box, the fairness and generalizability of a MIMIC-III benchmarking model

Scientific Data(2022)10.1038/s41597-021-01110-7

N/A

0DataRank · unranked

68 citations

Selen Bozkurt, Tina Hernandez‐Boussard, Eliane Röösli

A deep-learning algorithm to classify skin lesions from mpox virus infection

Nature Medicine(2023)10.1038/s41591-023-02225-7

N/A

0DataRank · unranked

116 citations

Yuanning Zheng, Gautam Machiraju, Christoph Sadée, Mirja Mittermaier, Maximilian Gertler +20 more

Perspectives on validation of clinical predictive algorithms

npj Digital Medicine(2023)10.1038/s41746-023-00832-9

N/A

0DataRank · unranked

78 citations

Vaibhavi Shah, Ilse Kant, Ben van Calster, Ewout W. Steyerberg, Tina Hernandez‐Boussard +1 more

Artificial Intelligence–Enabled Analysis of Statin-Related Topics and Sentiments on Social Media

JAMA Network Open(2023)10.1001/jamanetworkopen.2023.9747

N/A

0DataRank · unranked

39 citations

Marieke van Buchem, Ashish Sarraju, Tina Hernandez‐Boussard, Fátima Rodríguez, Sulaiman Somani

A Bayesian approach to predictive uncertainty in chemotherapy patients at risk of acute care utilization

EBioMedicine(2023)10.1016/j.ebiom.2023.104632

N/A

0DataRank · unranked

11 citations

Anne de Hond, Dylan J. Peterson, Angelo Capodici, Tina Hernandez‐Boussard, Claudio Fanconi

Tina Hernandez‐Boussard

Indexed papers

Top data-sharing exemplar

Papers