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

Yuanfang Ren

University of Florida

ORCID: 0000-0002-4716-2408
Computer ScienceMedicineBiochemistry, Genetics and Molecular Biology

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
0.879Author 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.

Clinical courses of acute kidney injury in hospitalized patients: a multistate analysis

Scientific Reports(2023)10.1038/s41598-023-45006-5
Top 37%
0.528DataRank
Top 37%12 citations

Yuanfang Ren, Ziyuan Guan, Matthew M. Ruppert, Parisa Rashidi, Azra Bihorac +2 more

Papers

Driven by 24 papers — median percentile 50. Top paper: “Clinical courses of acute kidney injury in hospitalized patients: a multistate analysis”.

Clinical courses of acute kidney injury in hospitalized patients: a multistate analysis

Scientific Reports(2023)10.1038/s41598-023-45006-5
Top 37%
0.528DataRank
Top 37%12 citations

Yuanfang Ren, Ziyuan Guan, Matthew M. Ruppert, Parisa Rashidi, Azra Bihorac +2 more

Physiologic signatures within six hours of hospitalization identify acute illness phenotypes

PLOS Digital Health(2022)10.1371/journal.pdig.0000110
Top 50%
0.351DataRank
Top 50%7 citations

Tyler J. Loftus, Yanjun Li, Ziyuan Guan, Matthew M. Ruppert, Shounak Datta +7 more

Multi-hospital electronic decision support for drug-associated acute kidney injury (MEnD-AKI): Study protocol for a randomized clinical trial

Contemporary Clinical Trials(2025)10.1016/j.cct.2025.108055
N/A
0.104DataRank · unranked
1 citations

John A. Kellum, Azra Bihorac, Tezcan Ozrazgat‐Baslanti, Raghavan Murugan, Chung‐Chou Ho Chang +11 more

Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks

Frontiers in Digital Health(2022)10.3389/fdgth.2022.1029191
N/A
0DataRank · unranked
18 citations

Brandon Silva, Tezcan Ozrazgat‐Baslanti, Yuanfang Ren, Kia Khezeli, Ziyuan Guan +4 more

Early Biomarker Signatures in Surgical Sepsis

Journal of Surgical Research(2022)10.1016/j.jss.2022.04.052
N/A
0DataRank · unranked
17 citations

Vishal Patel, Tyler J. Loftus, Yuanfang Ren, Han Li, Laura M. Velez +8 more

A deep learning–based dynamic model for predicting acute kidney injury risk severity in postoperative patients

Surgery(2023)10.1016/j.surg.2023.05.003
N/A
0DataRank · unranked
61 citations

Yuanfang Ren, Matthew M. Ruppert, Benjamin Shickel, Sandra L. Kane‐Gill, Raghavan Murugan +4 more

Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records

PubMed(2023)10.1109/bhi58575.2023.10313445
N/A
0DataRank · unranked
6 citations

Brandon Silva, Benjamin Shickel, Sabyasachi Bandyopadhyay, Ziyuan Guan, Yuanfang Ren +5 more

Computable Phenotypes to Characterize Changing Patient Brain Dysfunction in the Intensive Care Unit

PubMed(2023)10.48550/arxiv.2303.05504
N/A
0DataRank · unranked
1 citations

Tyler J. Loftus, Ziyuan Guan, Rayon Uddin, Benjamin Shickel, Carolina B. Maciel +5 more

Transformer Models for Acute Brain Dysfunction Prediction

arXiv (Cornell University)(2023)10.48550/arxiv.2303.07305
N/A
0DataRank · unranked
1 citations

Miguel Á. Contreras, Tezcan Ozrazgat Baslanti, Yuanfang Ren, Guan Ziyuan, Kia Khezeli +3 more

Clinical Courses of Acute Kidney Injury in Hospitalized Patients: A Multistate Analysis

arXiv (Cornell University)(2023)10.48550/arxiv.2303.06071
Top 100%
0DataRank
Top 100%0 citations

Yuanfang Ren, Ziyuan Guan, Matthew M. Ruppert, Parisa Rashidi, Azra Bihorac +2 more

Bilateral renal artery stenosis impacts postoperative complications after major vascular surgery

Surgery Open Science(2023)10.1016/j.sopen.2023.06.001
N/A
0DataRank · unranked
0 citations

Shunshun Miao, Yuanfang Ren, Tezcan Ozrazgat‐Baslanti, Sara Hensley, Christopher R. Jacobs +5 more

Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures

Research Square(2023)10.21203/rs.3.rs-3276414/v1
N/A
0DataRank · unranked
0 citations

Yanjun Li, Tyler J. Loftus, Jeremy A. Balch, Kenneth L. Abbott, Matthew M. Ruppert +6 more

Detecting Visual Cues in the Intensive Care Unit and Association with Patient Clinical Status

arXiv (Cornell University)(2023)10.48550/arxiv.2311.00565
N/A
0DataRank · unranked
0 citations

Ziyuan Guan, Andrea Davidson, Yuanfang Ren, Tezcan Ozrazgat Baslanti, Brooke A. Armfield +4 more

Wearable sensors in patient acuity assessment in critical care

Frontiers in Neurology(2024)10.3389/fneur.2024.1386728
N/A
0DataRank · unranked
10 citations

Mohammad Tahsin Mostafiz, Jiaqing Zhang, Andrea Davidson, Sabyasachi Bandyopadhyay, Subhash Nerella +8 more

Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures

Scientific Reports(2024)10.1038/s41598-024-59047-x
N/A
0DataRank · unranked
6 citations

Yanjun Li, Tyler J. Loftus, Jeremy A. Balch, Kenneth L. Abbott, Matthew M. Ruppert +6 more

Development and validation of a race-agnostic computable phenotype for kidney health in adult hospitalized patients

PLoS ONE(2024)10.1371/journal.pone.0299332
N/A
0DataRank · unranked
6 citations

Yuanfang Ren, Esra Adıyeke, Rubab Tarannum Islam, Haleh Hashemighouchani, Matthew M. Ruppert +11 more

Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision

arXiv (Cornell University)(2024)10.48550/arxiv.2404.06723
N/A
0DataRank · unranked
2 citations

Suraj Kolla, Zhenhong Hu, Dhruv Kaliraman, Victoria Nolan, Ziyuan Guan +9 more

Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records

arXiv (Cornell University)(2024)10.48550/arxiv.2403.04012
N/A
0DataRank · unranked
0 citations

Suraj Kolla, Dhruv Kaliraman, Victoria Nolan, Zhenhong Hu, Ziyuan Guan +8 more

Federated learning model for predicting major postoperative complications

arXiv (Cornell University)(2024)10.48550/arxiv.2404.06641
N/A
0DataRank · unranked
0 citations

Yuanfang Ren, Benjamin Shickel, Ziyuan Guan, Ayush Patela, Yingbo Ma +6 more

Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling

Nature Communications(2025)10.1038/s41467-025-62121-1
N/A
0DataRank · unranked
1 citations

Brandon Silva, Benjamin Shickel, Andréa Davidson, Tezcan Ozrazgat‐Baslanti, Yuanfang Ren +12 more

Association of persistent acute kidney injury and renal recovery with mortality in hospitalised patients

BMJ Health & Care Informatics(2021)10.1136/bmjhci-2021-100458
N/A
0DataRank · unranked
41 citations

Tyler J. Loftus, Yuanfang Ren, Esra Adıyeke, Shunshun Miao, Haleh Hashemighouchani +9 more

DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR

Research Square(2025)10.21203/rs.3.rs-7216692/v1
N/A
0DataRank · unranked
7 citations

Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren, Ziyuan Guan +6 more

Artificial intelligence-enabled decision support in nephrology

Nature Reviews Nephrology(2022)10.1038/s41581-022-00562-3
N/A
0DataRank · unranked
99 citations

Benjamin Shickel, Tezcan Ozrazgat‐Baslanti, Yuanfang Ren, Benjamin Scott Glicksberg, Jie Cao +5 more

Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible

PLOS Digital Health(2022)10.1371/journal.pdig.0000006
N/A
0DataRank · unranked
55 citations

Patrick Tighe, Tezcan Ozrazgat‐Baslanti, John P. Davis, Matthew M. Ruppert, Yuanfang Ren +8 more