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

Zhihong Zhang

Columbia University

ORCID: 0000-0002-9948-8936

MedicineComputer ScienceHealth Professions

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 6 papers. Top paper: “Decision regret in older adults with advanced cancer receiving systemic therapy: Associations with patient‐reported and clinician‐rated tolerability metrics”.

Decision regret in older adults with advanced cancer receiving systemic therapy: Associations with patient‐reported and clinician‐rated tolerability metrics

Cancer(2025)10.1002/cncr.70023

N/A

0.165DataRank · unranked

2 citations

Zhihong Zhang, Eva Culakova, Kah Poh Loh, Beverly Canin, Rachael Tylock +5 more

Overview of Sankey flow diagrams: Focusing on symptom trajectories in older adults with advanced cancer

Journal of Geriatric Oncology(2022)10.1016/j.jgo.2021.12.017

N/A

0DataRank · unranked

144 citations

Eva Culakova, Sixu Meng, Zhihong Zhang, Huiwen Xu, Supriya G. Mohile +2 more

Rapid review: Growing usage of Multimodal Large Language Models in healthcare

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104875

N/A

0DataRank · unranked

12 citations

Zhihong Zhang, Meijia Song, Martin Michalowski, Xiaowen Hu, Gregor Štiglic +2 more

Enhancing AI for citation screening in literature reviews: Improving accuracy with ensemble models

International Journal of Medical Informatics(2025)10.1016/j.ijmedinf.2025.106035

N/A

0DataRank · unranked

7 citations

Mohamad Javad Momeni Nezhad, Pallavi Gupta, Ali Zolnour, Hossein Azadmaleki, Maxim Topaz +2 more

From Conversation to Standardized Terminology: An LLM ‐ RAG Approach for Automated Health Problem Identification in Home Healthcare

Journal of Nursing Scholarship(2025)10.1111/jnu.70039

N/A

0DataRank · unranked

2 citations

Pallavi Gupta, Jiyoun Song, Maryam Zolnoori, Maxim Topaz, Zhihong Zhang

A scoping review of resilience in adults with cancer based on the NIH resilience concept model

Supportive Care in Cancer(2025)10.1007/s00520-025-09395-9

N/A

0DataRank · unranked

0 citations

Marie Flannery, Kathi L. Heffner, Zhihong Zhang