Guocai Chen

According to our database, Guocai Chen authored at least 15 papers between 2007 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Fault decoupling in hydraulic systems: A large language model-assisted dual-stream multi-task learning approach.

Yanglie Zhan, Taisheng He, Yong Zhang, Guocai Chen, Fuhai Zhang, Guijun Ma

Neurocomputing, 2026

2025

How do CEOs' general managerial skills affect firms' digital transformation? The contingent roles of performance feedback and financial slack.

Guocai Chen, Xin Sui

J. Enterp. Inf. Manag., 2025

Efficient Training Corpus Retrieval for Large Language Model Fine Tuning: A Case Study in Cancer.

Avisha Das, Chiamaka S. Diala, Guocai Chen, Zhao Li, Rongbin Li, Omer Anjum, W. Jim Zheng

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2019

Gene fingerprint model for literature based detection of the associations among complex diseases: a case study of COPD.

Guocai Chen, Yuxi Jia, Lisha Zhu, Ping Li, Lin Zhang, Cui Tao, W. Jim Zheng

BMC Medical Informatics Decis. Mak., 2019

Restructured GEO: restructuring Gene Expression Omnibus metadata for genome dynamics analysis.

Guocai Chen, Juan Camilo Ramírez, Nan Deng, Xing Qiu, Canglin Wu, W. Jim Zheng, Hulin Wu

Database J. Biol. Databases Curation, 2019

Feature Compression for Predicting Effective Drug Combination.

Guocai Chen, Xiaoqian Jiang, Wenjin Zheng

Proceedings of the 4th International Workshop on Semantics-Powered Data Mining and Analytics co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

2018

Predict effective drug combination by deep belief network and ontology fingerprints.

Guocai Chen, Alex Tsoi, Hua Xu, W. Jim Zheng

J. Biomed. Informatics, 2018

2016

Developing Combination Cancer Therapy from Ontology Fingerprint Derived Gene Network.

W. Jim Zheng, Guocai Chen, Lam C. Tsoi, Tingting Qin, Chia-Hua Chang, Geoffrey Bartholomeusz, Hua Xu

Proceedings of the Summit on Clinical Research Informatics, 2016

2015

Using Ontology Fingerprints to disambiguate gene name entities in the biomedical literature.

Guocai Chen, Jieyi Zhao, Trevor Cohen, Cui Tao, Jingchun Sun, Hua Xu, Elmer V. Bernstam, Andrew Lawson, Jia Zeng, Amber M. Johnson, Vijaykumar Holla, Ann M. Bailey, Humberto Lara-Guerra, Beate Litzenburger, Funda Meric-Bernstam, W. Jim Zheng

Database J. Biol. Databases Curation, 2015

2014

Augmenting Microarray Data with Literature-Based Knowledge to Enhance Gene Regulatory Network Inference.

Guocai Chen, Michael J. Cairelli, Halil Kilicoglu, Dongwook Shin, Thomas C. Rindflesch

PLoS Comput. Biol., 2014

Using Ontology Fingerprints to Disambiguate Gene Name Entities in the Biomedical Literature.

Guocai Chen, Jieyi Zhao, Trevor Cohen, Cui Tao, Jingchun Sun, Hua Xu, Elmer V. Bernstam, Jia Zeng, Amber M. Johnson, Vijaykumar Holla, Ann Balley, Funda Meric-Bernstam, W. Jim Zheng

Proceedings of the 5th International Conference on Biomedical Ontology, 2014

2013

Gene classification to improve inferencing of gene regulatory networks.

Guocai Chen

Proceedings of the AMIA 2013, 2013

2010

Semantic Space models for classification of consumer webpages on metadata attributes.

Guocai Chen, Jim Warren, Patricia Riddle

J. Biomed. Informatics, 2010

2008

Adaptive K-Local Hyperplane (AKLH) Classifiers on Semantic Spaces to Determine Health Consumer Webpage Metadata.

Guocai Chen, Jim Warren, Tao Yang, Vojislav Kecman

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007

Understanding Individual Experiences of Chronic Illness with Semantic Space Models of Electronic Discussions.

Guocai Chen, Jim Warren, Robert McArthur, Peter Bruza, Debbie Kralik, Kay Price

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007