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

Malvika Pillai

VA Palo Alto Health Care System

ORCID: 0000-0001-8739-189X

Also affiliated with Stanford University

MedicinePhysics and Astronomy

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 4%percentile
0.887Author 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.

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

Papers

Driven by 15 papers — median percentile 58. Top paper: “Measuring quality-of-care in treatment of young children with attention-deficit/hyperactivity disorder using pre-trained language models”.

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

Applying Large Language Models to Assess Quality of Care: Monitoring ADHD Medication Side Effects

PEDIATRICS(2024)10.1542/peds.2024-067223
Top 44%
0.416DataRank
Top 44%12 citations

Fatma Güntürkün, Malvika Pillai, Jessica E. Herrmann, Ingrid Luo, Lynne C. Huffman +2 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

Improved Metabolite Prediction Using Microbiome Data-Based Elastic Net Models

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.07.01.450697
N/A
0.104DataRank · unranked
1 citations

Hunyong Cho, Bridget M. Lin, Malvika Pillai, Lara H. Heimisdottir, Dipankar Bandyopadhyay +5 more

Patient Characteristics Associated With Phone and Video Visits at a Tele-Urgent Care Center During the Initial COVID-19 Response: Cross-Sectional Study

Online Journal of Public Health Informatics(2023)10.2196/50962
N/A
0DataRank · unranked
5 citations

John Roshan, Malvika Pillai, Philip McDaniel, Barbara Edson, Saif Khairat

Augmenting Quality Assurance Measures in Treatment Review with Machine Learning in Radiation Oncology

Advances in Radiation Oncology(2023)10.1016/j.adro.2023.101234
N/A
0DataRank · unranked
4 citations

John Shumway, Karthik Adapa, John Dooley, Ross McGurk, Łukasz Mazur +3 more

Validation approaches for computational drug repurposing: a review.

PubMed(2024)10.17615/dmfd-x198
N/A
0DataRank · unranked
7 citations

Malvika Pillai, Di Wu

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

Leveraging a Large Language Model to Assess Quality-of-Care: Monitoring ADHD Medication Side Effects

medRxiv(2024)10.1101/2024.04.23.24306225
N/A
0DataRank · unranked
2 citations

Fatma Güntürkün, Malvika Pillai, Jessica E. Herrmann, Ingrid Luo, Lynne C. Huffman +2 more

Patient Characteristics Associated With Phone and Video Visits at a Tele-Urgent Care Center During the Initial COVID-19 Response: Cross-Sectional Study

UNC Libraries(2024)10.17615/23zb-jv79
N/A
0DataRank · unranked
0 citations

Barbara Edson, Malvika Pillai, Saif Khairat, John, Roshan, Philip McDaniel

Evaluating the Telehealth Experience of Patients With COVID-19 Symptoms: Recommendations on Best Practices

Journal of Patient Experience(2020)10.1177/2374373520952975
N/A
0DataRank · unranked
33 citations

Malvika Pillai, Barbara Edson, Robert Gianforcaro, Saif Khairat

Augmenting Quality Assurance Measures in Treatment Review with Machine Learning in Radiation Oncology

UNC Libraries(2025)10.17615/3fkf-w313
N/A
0DataRank · unranked
0 citations

John Dooley, Bhishamjit S. Chera, Shiva K. Das, Łukasz Mazur, Karthik Adapa +3 more

Improved Metabolite Prediction Using Microbiome Data-Based Elastic Net Models

Frontiers in Cellular and Infection Microbiology(2021)10.3389/fcimb.2021.734416
N/A
0DataRank · unranked
17 citations

Hunyong Cho, Bridget M. Lin, Malvika Pillai, Lara H. Heimisdottir, Dipankar Bandyopadhyay +5 more

Recommendations for design of a mobile application to support management of anxiety and depression among Black American women

Frontiers in Digital Health(2022)10.3389/fdgth.2022.1028408
N/A
0DataRank · unranked
26 citations

Megan Threats, Malvika Pillai, Adnan Lakdawala, Clinton S. Bolton, Terika McCall

Evaluating the Telehealth Experience of Patients With COVID-19 Symptoms: Recommendations on Best Practices

UNC Libraries(2022)10.17615/f9v3-nz53
N/A
0DataRank · unranked
0 citations

Robert Gianforcaro, Barbara Edson, Saif Khairat, Malvika Pillai