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Ruijun Chen
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 31
Top Topics
Medical Diagnosis
Databases
Health Records
Fault Detection And Diagnosis
Top Venues
AMIA
CoRR
J. Am. Medical Informatics Assoc.
ITSC
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Publications
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Ruijun Chen
,
Jin Wang
,
Liang-Chih Yu
,
Xuejie Zhang
Decoupled variational autoencoder with interactive attention for affective text generation.
Eng. Appl. Artif. Intell.
123 (Part C) (2023)
Ruijun Chen
,
Jin Wang
,
Liang-Chih Yu
,
Xuejie Zhang
Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues.
CoRR
(2023)
Will E. Thompson
,
David M. Vidmar
,
Jessica K. De Freitas
,
John M. Pfeifer
,
Brandon K. Fornwalt
,
Ruijun Chen
,
Gabriel Altay
,
Kabir Manghnani
,
Andrew C. Nelsen
,
Kellie Morland
,
Martin C. Stumpe
,
Riccardo Miotto
Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping.
CoRR
(2023)
Ruijun Chen
,
Jin Wang
,
Liang-Chih Yu
,
Xuejie Zhang
Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues.
AAAI
(2023)
Jianhua Lv
,
Haibo Li
,
Wei Chen
,
Ruijun Chen
Research on Intelligent Recognition Method for Electrical Equipment and Meter.
CAIBDA
(2022)
Chao Pang
,
Xinzhuo Jiang
,
Krishna S. Kalluri
,
Matthew E. Spotnitz
,
Ruijun Chen
,
Adler J. Perotte
,
Karthik Natarajan
CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks.
ML4H@NeurIPS
(2021)
Yunda Wang
,
Gang Zhang
,
Ruijun Chen
,
Zhigang Liu
,
Ruichang Qiu
Analysis of digital twin application of urban rail power supply system for energy saving.
DTPI
(2021)
Ruijun Chen
,
Yingqi Liu
,
Fei Zhou
Turning Danger into Safety: The Origin, Research Context and Theoretical Framework of Organizational Resilience.
IEEE Access
9 (2021)
Anna Ostropolets
,
Philip Zachariah
,
Patrick Ryan
,
Ruijun Chen
,
George Hripcsak
Data Consult Service: Can we use observational data to address immediate clinical needs?
J. Am. Medical Informatics Assoc.
28 (10) (2021)
Ruijun Chen
,
Jiong Qiu
,
Xuejiao Tang
Responsibility Management through Responsibility Networks.
CoRR
(2021)
Martijn J. Schuemie
,
Patrick B. Ryan
,
Nicole Pratt
,
Ruijun Chen
,
Seng Chan You
,
Harlan M. Krumholz
,
David Madigan
,
George Hripcsak
,
Marc A. Suchard
Erratum to: Large-Scale Evidence Generation and Evaluation across a Network of Databases (LEGEND): Assessing Validity Using Hypertension as a Case Study.
J. Am. Medical Informatics Assoc.
28 (1) (2021)
Ruijun Chen
,
Jin Wang
,
Xuejie Zhang
YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection.
SemEval@ACL/IJCNLP
(2021)
Amanda J. Moy
,
Jessica M. Schwartz
,
Ruijun Chen
,
Shirin Sadri
,
Eugene Lucas
,
Kenrick D. Cato
,
Sarah Collins Rossetti
Measurement of clinical documentation burden among physicians and nurses using electronic health records: a scoping review.
J. Am. Medical Informatics Assoc.
28 (5) (2021)
Victor Alfonso Rodriguez
,
Shreyas Bhave
,
Ruijun Chen
,
Chao Pang
,
George Hripcsak
,
Soumitra Sengupta
,
Noemie Elhadad
,
Robert A. Green
,
Jason S. Adelman
,
Katherine Schlosser Metitiri
,
Pierre Elias
,
Holden Groves
,
Sumit Mohan
,
Karthik Natarajan
,
Adler J. Perotte
Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients.
J. Am. Medical Informatics Assoc.
28 (7) (2021)
Xin Huang
,
Xuejiao Tang
,
Wenbin Zhang
,
Shichao Pei
,
Ji Zhang
,
Wensheng Gan
,
Mingli Zhang
,
Zhen Liu
,
Ruijun Chen
,
Yiyi Huang
A Generic Knowledge Based Medical Diagnosis Expert System.
CoRR
(2021)
Chao Pang
,
Xinzhuo Jiang
,
Krishna S. Kalluri
,
Matthew E. Spotnitz
,
Ruijun Chen
,
Adler J. Perotte
,
Karthik Natarajan
CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks.
CoRR
(2021)
Ruijun Chen
,
Jin Wang
,
Xuejie Zhang
Variational Autoencoder with Interactive Attention for Affective Text Generation.
NLPCC (2)
(2021)
Xuejiao Tang
,
Jiong Qiu
,
Ruijun Chen
,
Wenbin Zhang
,
Vasileios Iosifidis
,
Zhen Liu
,
Wei Meng
,
Mingli Zhang
,
Ji Zhang
A Data-driven Human Responsibility Management System.
CoRR
(2020)
Chao Pang
,
Ruijun Chen
,
Harry Reyes Nieva
,
Krishna Kalluri
,
Tony Sun
,
Xinzhuo Jiang
,
Victor Alfonso Rodriguez
,
Patrick B. Ryan
,
Karthik Natarajan
Characterization and Comparison of Embedding Algorithms for Phenotyping across a Network of Observational Databases.
AMIA
(2020)
Xuejiao Tang
,
Jiong Qiu
,
Ruijun Chen
,
Wenbin Zhang
,
Vasileios Iosifidis
,
Zhen Liu
,
Wei Meng
,
Mingli Zhang
,
Ji Zhang
A Data-driven Human Responsibility Management System.
IEEE BigData
(2020)
Linying Zhang
,
Yixin Wang
,
Anna Ostropolets
,
Ruijun Chen
,
David M. Blei
,
George Hripcsak
The Multi-Outcome Medical Deconfounder: Assessing Treatment Effect on Multiple Renal Measures.
AMIA
(2020)
Martijn J. Schuemie
,
Patrick B. Ryan
,
Nicole Pratt
,
Ruijun Chen
,
Seng Chan You
,
Harlan M. Krumholz
,
David Madigan
,
George Hripcsak
,
Marc A. Suchard
Principles of Large-scale Evidence Generation and Evaluation across a Network of Databases (LEGEND).
J. Am. Medical Informatics Assoc.
27 (8) (2020)
Ruijun Chen
,
Amelia J. Averitt
,
Oliver Bear Don't Walk
,
Shreyas Bhave
,
Lisa Grossman Liu
,
Elliot G. Mitchell
,
Victor Alfonso Rodriguez
,
Phyllis Thangaraj
,
Tony Y. Sun
The CLinically Explainable Actionable Risk (CLEAR) Model.
AMIA
(2020)
Ruijun Chen
,
Martijn J. Schuemie
,
Marc A. Suchard
,
Anna Ostropolets
,
Linying Zhang
,
Patrick B. Ryan
,
George Hripcsak
Evaluation of Large-scale Propensity Score Modeling and Covariate Balance on Potential Unmeasured Confounding in Observational Research.
AMIA
(2020)
Martijn J. Schuemie
,
Patrick B. Ryan
,
Nicole Pratt
,
Ruijun Chen
,
Seng Chan You
,
Harlan M. Krumholz
,
David Madigan
,
George Hripcsak
,
Marc A. Suchard
Large-scale evidence generation and evaluation across a network of databases (LEGEND): assessing validity using hypertension as a case study.
J. Am. Medical Informatics Assoc.
27 (8) (2020)
Victor Alfonso Rodriguez
,
Tony Sun
,
Phyllis Thangaraj
,
Chao Pang
,
Krishna Kalluri
,
Xinzhuo Jiang
,
Karthik Natarajan
,
Patrick B. Ryan
,
Anna Ostropolets
,
Ruijun Chen
Phenotype Concept Set Construction from Concept Pair Likelihoods.
AMIA
(2020)
Heng Du
,
Zhen Li
,
Ruijun Chen
,
Zhuo Yin
,
Zhe Fu
,
Qiang Zhang
,
Xiao Xiao
,
Ming Luo
,
Feng Bao
Dynamic Time Warping and Spectral Clustering Based Fault Detection and Diagnosis of Railway Point Machines.
ITSC
(2019)
Junguo Sun
,
Xiao Xiao
,
Ming Luo
,
Feng Bao
,
Nan Cao
,
Ruijun Chen
Dynamic Dwell Time Determination and Optimization based on Motion Detection Algorithm.
ITSC
(2019)
Rimma Belenkaya
,
Michael J. Gurley
,
Dmitry Dymshyts
,
Sonia Araujo
,
Andrew E. Williams
,
Ruijun Chen
,
Christian G. Reich
Standardized Observational Cancer Research Using the OMOP CDM Oncology Module.
MedInfo
(2019)
Rimma Belenkaya
,
Walter S. Campbell
,
Ruijun Chen
,
Michael J. Gurley
,
Stanley M. Huff
,
Gurvaneet Randhawa
,
Christian G. Reich
,
Mitra Rocca
Data Standardization in Cancer: Challenges and Opportunities.
AMIA
(2018)
Ruijun Chen
,
Patrick B. Ryan
,
Karthik Natarajan
,
Thomas Falconer
,
Christian G. Reich
,
Rohit Vashisht
,
Nigam Shah
,
George Hripcsak
Treatment Pathways in Patients with Cancer Using a Large-scale Observational Data Network.
AMIA
(2018)