Ruijun Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 33

Top Topics

Medical Diagnosis

Text Generation

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Ruijun Chen, Jiehao Liang, Shiping Gao, Fanqi Wan, Xiaojun Quan
Self-Evolution Fine-Tuning for Policy Optimization. CoRR (2024)
Longguang Zhong, Fanqi Wan, Ruijun Chen, Xiaojun Quan, Liangzhi Li
BlockPruner: Fine-grained Pruning for Large Language Models. CoRR (2024)
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)