Xianyan Chen

Medicine

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 20 papers. Top paper: “Differentiation and classification of bacterial endotoxins based on surface enhanced Raman scattering and advanced machine learning”.

Differentiation and classification of bacterial endotoxins based on surface enhanced Raman scattering and advanced machine learning

Nanoscale(2022)10.1039/d2nr01277d

N/A

0DataRank · unranked

59 citations

Beibei Xu, James Haverstick, Nabil Ibtehaz, Artur Muszyński, Xianyan Chen +4 more

Vitamin D Intake and Meeting Recommendations Among Infants Participating in WIC Nationally

Journal of Nutrition Education and Behavior(2022)10.1016/j.jneb.2021.11.009

N/A

0DataRank · unranked

6 citations

Jaime Gahche, Panagiota Kitsantas, Priyal Makwana, Yu Wang, Xianyan Chen +2 more

Cluster analysis driven by unsupervised latent feature learning of intensive care unit medications to identify novel pharmaco-phenotypes of critically ill patients

Research Square(2022)10.21203/rs.3.rs-1745568/v1

N/A

0DataRank · unranked

7 citations

Hayoung Jeong, Mengyun Yu, Xianyan Chen, Brian Murray, Rishikesan Kamaleswaran +1 more

Machine learning vs. traditional regression analysis for fluid overload prediction in the ICU

Scientific Reports(2023)10.1038/s41598-023-46735-3

N/A

0DataRank · unranked

27 citations

Tianyi Zhang, David J. Murphy, Susan Smith, Brian Murray, Rishikesan Kamaleswaran +5 more

Evaluation of medication regimen complexity as a predictor for mortality

Scientific Reports(2023)10.1038/s41598-023-37908-1

N/A

0DataRank · unranked

18 citations

John W. Devlin, Mengyun Yu, Tianyi Zhang, Xianyan Chen, Susan Smith +5 more

Cluster analysis driven by unsupervised latent feature learning of medications to identify novel pharmacophenotypes of critically ill patients

Scientific Reports(2023)10.1038/s41598-023-42657-2

N/A

0DataRank · unranked

10 citations

Hayoung Jeong, Mengyun Yu, Xianyan Chen, Brian Murray, Rishikesan Kamaleswaran +1 more

Machine learning vs. traditional regression analysis for fluid overload prediction in the ICU

medRxiv(2023)10.1101/2023.06.16.23291493

N/A

0DataRank · unranked

5 citations

Tianyi Zhang, David J. Murphy, Susan Smith, Brian Murray, Rishikesan Kamaleswaran +5 more

Automated data-driven discovery of material models based on symbolic regression: A case study on the human brain cortex

Acta Biomaterialia(2024)10.1016/j.actbio.2024.09.005

N/A

0DataRank · unranked

19 citations

Xianyan Chen, Taotao Wu, Ellen Kuhl, Xianqiao Wang, Jixin Hou

Functional regression for SERS spectrum transformation across diverse instruments

The Analyst(2024)10.1039/d4an01177e

N/A

0DataRank · unranked

6 citations

Yanjun Yang, Haoran Lu, J. J. Cui, Xianyan Chen, Ping Ma +3 more

Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload prediction

medRxiv(2024)10.1101/2024.03.21.24304663

N/A

0DataRank · unranked

4 citations

Shiyuan Deng, Xianyan Chen, Tianyi Zhang, John W. Devlin, David J. Murphy +5 more

Augmenting mortality prediction with medication data and machine learning models

medRxiv(2024)10.1101/2024.04.16.24305420

N/A

0DataRank · unranked

2 citations

Tianyi Zhang, Amoreena Most, Xianyan Chen, Susan Smith, John W. Devlin +4 more

Automated Data-Driven Discovery of Material Models Based on Symbolic Regression: A Case Study on Human Brain Cortex

arXiv (Cornell University)(2024)10.48550/arxiv.2402.05238

N/A

0DataRank · unranked

0 citations

Xianyan Chen, Taotao Wu, Ellen Kuhl, Xianqiao Wang, Jixin Hou

Role of Data-driven Regional Growth Model in Shaping Brain Folding Patterns

arXiv (Cornell University)(2024)10.48550/arxiv.2408.17334

N/A

0DataRank · unranked

0 citations

Zhengwang Wu, Xianyan Chen, Wang, Li, Dajiang Zhu, Tianming Liu +3 more

Role of data-driven regional growth model in shaping brain folding patterns

Soft Matter(2025)10.1039/d4sm01194e

N/A

0DataRank · unranked

4 citations

Zhengwang Wu, Xianyan Chen, Li Wang, Dajiang Zhu, Tianming Liu +3 more

Exploring hyperelastic material model discovery for human brain cortex: Multivariate analysis vs. artificial neural network approaches

Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials(2025)10.1016/j.jmbbm.2025.106934

N/A

0DataRank · unranked

3 citations

Nicholas Filla, Xianyan Chen, Mir Jalil Razavi, Dajiang Zhu, Tianming Liu +2 more

Changes in vitamin D biomarkers across pregnancy and by maternal BMI: A secondary analysis of data and biospecimens from the National Children’s Study

The Journal of Steroid Biochemistry and Molecular Biology(2025)10.1016/j.jsbmb.2025.106791

N/A

0DataRank · unranked

0 citations

Xianyan Chen, Biplav Babu Tiwari, Alex Kojo Anderson, Sheree L. Boulet, Janani Rajbhandari +2 more

Robust COVID-19 Mortality Risk Assessment: Validation of a Two-Step Algorithm From the National COVID Cohort Collaborative

The Journal of Infectious Diseases(2025)10.1093/infdis/jiaf393

N/A

0DataRank · unranked

0 citations

Ke Yuan, Xianyan Chen, Leonardo Martínez, Ye Shen, Bingnan Li

Mapping Long COVID: Spatial and Social Inequities Across the United States

medRxiv(2025)10.1101/2025.08.21.25334183

N/A

0DataRank · unranked

0 citations

Bingnan Li, Yewen Chen, Jialing Liu, Fan Luo, Kehinde Ogunyemi +6 more

Assessing factors associated with one-year antibody waning in participants with repeated influenza vaccinations: A six-year cohort study

Vaccine(2025)10.1016/j.vaccine.2025.127904

N/A

0DataRank · unranked

0 citations

Xianyan Chen, Yang Ge, Meng-Hsuan Sung, Yuchen Zhang, Kehinde Ogunyemi +6 more

Automatic classification of circulating blood cell clusters based on multi-channel flow cytometry imaging

Engineering Applications of Artificial Intelligence(2025)10.1016/j.engappai.2025.113401

N/A

0DataRank · unranked

0 citations

Subhadeep Sengupta, Yao Lee, Bingfei Gu, Xianyan Chen, Xianqiao Wang +5 more