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

Dave Van Veen

Stanford Medicine

ORCID: 0000-0001-9312-1773

Also affiliated with Artificial Intelligence in Medicine (Canada), Stanford University

Computer ScienceMedicine

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 3%percentile
1.6Author 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 →

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.

A dataset and benchmark for hospital course summarization with adapted large language models

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae312
Top 19%
1.1DataRank
Top 19%30 citations

Dave Van Veen, Yamin Arefeen, Jason Hom, Christian Blüthgen, Eduardo Pontes Reis +7 more

Papers

Driven by 13 papers — median percentile 46. Top paper: “A dataset and benchmark for hospital course summarization with adapted large language models”.

A dataset and benchmark for hospital course summarization with adapted large language models

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae312
Top 19%
1.1DataRank
Top 19%30 citations

Dave Van Veen, Yamin Arefeen, Jason Hom, Christian Blüthgen, Eduardo Pontes Reis +7 more

Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Research Square(2023)10.21203/rs.3.rs-3483777/v1
N/A
0.689DataRank · unranked
98 citations

Cara Van Uden, Louis Blankemeier, Jean-Benoit Delbrouck, Asad Aali, Christian Bluethgen +14 more

Merlin: A Computed Tomography Vision-Language Foundation Model and Dataset

arXiv (Cornell University)(2024)10.48550/arxiv.2406.06512
N/A
0.345DataRank · unranked
9 citations

Ashwin Kumar, Joseph Cohen, Liu, Jiaming, Liu, Longchao, Dave Van Veen +35 more

Missing Wedge Completion via Unsupervised Learning with Coordinate Networks

International Journal of Molecular Sciences(2024)10.3390/ijms25105473
N/A
0.312DataRank · unranked
7 citations

Jesús G. Galaz-Montoya, Liyue Shen, Philip R. Baldwin, Akshay Chaudhari, Dmitry Lyumkis +4 more

ShapeMed-Knee: A Dataset and Neural Shape Model Benchmark for Modeling 3D Femurs

IEEE Transactions on Medical Imaging(2024)10.1109/tmi.2024.3485613
Top 54%
0.312DataRank
Top 54%7 citations

Louis Blankemeier, Dave Van Veen, Brian A. Hargreaves, Scott L. Delp, Garry E. Gold +3 more

ShapeMed-Knee: A Dataset and Neural Shape Model Benchmark for Modeling 3D Femurs

medRxiv(2024)10.1101/2024.05.06.24306965
Top 61%
0.241DataRank
Top 61%4 citations

Louis Blankemeier, Dave Van Veen, Brian A. Hargreaves, Scott L. Delp, Garry E. Gold +3 more

Best Practices for Large Language Models in Radiology

arXiv (Cornell University)(2024)10.48550/arxiv.2412.01233
N/A
0.104DataRank · unranked
1 citations

Dave Van Veen, Cyril Zakka, Katherine E. Link, Aaron Fanous, Roxana Daneshjou +5 more

Merlin: A Vision Language Foundation Model for 3D Computed Tomography

Research Square(2024)10.21203/rs.3.rs-4546309/v1
N/A
0DataRank · unranked
57 citations

Joseph Cohen, Ashwin Kumar, Dave Van Veen, Syed Jamal Safdar Gardezi, Magda Paschali +26 more

A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

arXiv (Cornell University)(2024)10.48550/arxiv.2401.12208
N/A
0DataRank · unranked
25 citations

Maya Varma, Xu, Justin, Magdalini Paschali, Dave Van Veen, Andrew Johnston +18 more

Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization

arXiv (Cornell University)(2023)10.48550/arxiv.2309.07430
N/A
0DataRank · unranked
35 citations

Cara Van Uden, Louis Blankemeier, Jean-Benoit Delbrouck, Asad Aali, Christian Bluethgen +14 more

Assessing Completeness of Clinical Histories Accompanying Imaging Orders Using Adapted Open-Source and Closed-Source Large Language Models

Radiology(2025)10.1148/radiol.241051
N/A
0DataRank · unranked
16 citations

Arogya Koirala, Lina Cheuy, Magdalini Paschali, Dave Van Veen, Hye Sun Na +4 more

Adapted large language models can outperform medical experts in clinical text summarization

Nature Medicine(2024)10.1038/s41591-024-02855-5
N/A
0DataRank · unranked
680 citations

Cara Van Uden, Louis Blankemeier, Jean-Benoit Delbrouck, Asad Aali, Christian Bluethgen +14 more

RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models

arXiv (Cornell University)(2023)10.48550/arxiv.2305.01146
N/A
0DataRank · unranked
6 citations

Cara Van Uden, Maayane Attias, Anuj Pareek, Christian Bluethgen, Malgorzata Polacin +7 more