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

Hyun‐Jun Choi

Cedars-Sinai Medical Center

ORCID: 0000-0003-4487-0799

Also affiliated with Seoul National University, Jeil Pharmaceutical (South Korea)

EngineeringComputer Science

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 100%percentile
0Author DataRank

Indexed papers

0in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 5 papers. Top paper: “ESCARGOT: an AI agent leveraging large language models, dynamic graph of thoughts, and biomedical knowledge graphs for enhanced reasoning”.

ESCARGOT: an AI agent leveraging large language models, dynamic graph of thoughts, and biomedical knowledge graphs for enhanced reasoning

Bioinformatics(2025)10.1093/bioinformatics/btaf031
N/A
0.824DataRank · unranked
20 citations

Hyun‐Jun Choi, Jay Moran, Miguel Hernandez, Mythreye Venkatesan, Xi Li +4 more

Aliro: an automated machine learning tool leveraging large language models

Bioinformatics(2023)10.1093/bioinformatics/btad606
N/A
0DataRank · unranked
6 citations

Jay Moran, Nicholas Matsumoto, Miguel Hernandez, Jason H. Moore, Hyun‐Jun Choi

Cluster Analysis reveals Socioeconomic Disparities among Elective Spine Surgery Patients

PubMed(2023)10.1142/9789811286421_0028
N/A
0DataRank · unranked
1 citations

Philip J. Freda, Attri Ghosh, Hyun‐Jun Choi, Nicholas Matsumoto, Tiffani J Bright +4 more

KRAGEN: a knowledge graph-enhanced RAG framework for biomedical problem solving using large language models

Bioinformatics(2024)10.1093/bioinformatics/btae353
N/A
0DataRank · unranked
95 citations

Jay Moran, Hyun‐Jun Choi, Miguel Hernandez, Mythreye Venkatesan, Paul P. Wang +2 more

Drug repurposing for Alzheimer’s disease using a graph-of-thoughts based large language model to infer drug-disease relationships in a comprehensive knowledge graph

BioData Mining(2025)10.1186/s13040-025-00466-5
N/A
0DataRank · unranked
2 citations

Xi Li, Nicholas Matsumoto, Mythreye Venkatesan, Jui-Hsuan Chang, Jay Moran +6 more