Hui Chen

According to our database, Hui Chen authored at least 14 papers between 2011 and 2025.

Collaborative distances:

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

2025

Constructing and learning heterogeneous patient graph representations from structured electronic medical records.

Yichen Li, Muyu Wang, Binyu Gao, Congmin Zhu, Lan Wei, Xiaolu Fei, Hui Chen

Int. J. Mach. Learn. Cybern., September, 2025

Missing-modality enabled multi-modal fusion architecture for medical data.

Muyu Wang, Shiyu Fan, Yichen Li, Zhongrang Xie, Hui Chen

J. Biomed. Informatics, 2025

Multi-modal fusion model for Time-Varying medical Data: Addressing Long-Term dependencies and memory challenges in sequence fusion.

Moxuan Ma, Muyu Wang, Lan Wei, Xiaolu Fei, Hui Chen

J. Biomed. Informatics, 2025

Robust multi-modal fusion architecture for medical data with knowledge distillation.

Muyu Wang, Shiyu Fan, Yichen Li, Binyu Gao, Zhongrang Xie, Hui Chen

Comput. Methods Programs Biomed., 2025

2023

Representation of time-varying and time-invariant EMR data and its application in modeling outcome prediction for heart failure patients.

Yanqun Huang, Muyu Wang, Zhimin Zheng, Moxuan Ma, Xiaolu Fei, Lan Wei, Hui Chen

J. Biomed. Informatics, 2023

Missing-modality Enabled Multi-modal Fusion Architecture for Medical Data.

Muyu Wang, Shiyu Fan, Yichen Li, Hui Chen

CoRR, 2023

2021

Study on the semi-supervised learning-based patient similarity from heterogeneous electronic medical records.

Ni Wang, Yanqun Huang, Honglei Liu, Zhiqiang Zhang, Lan Wei, Xiaolu Fei, Hui Chen

BMC Medical Informatics Decis. Mak., 2021

2020

A Natural Language Processing Pipeline of Chinese Free-text Radiology Reports for Liver Cancer Diagnosis.

Honglei Liu, Yan Xu, Zhiqiang Zhang, Ni Wang, Yanqun Huang, Zhenghan Yang, Rui Jiang, Hui Chen

CoRR, 2020

A Natural Language Processing Pipeline of Chinese Free-Text Radiology Reports for Liver Cancer Diagnosis.

Honglei Liu, Yan Xu, Zhiqiang Zhang, Ni Wang, Yanqun Huang, Yanjun Hu, Zhenghan Yang, Rui Jiang, Hui Chen

IEEE Access, 2020

2019

Study on Patient Similarity Measurement Based on Electronic Medical Records.

Yanqun Huang, Ni Wang, Honglei Liu, Hui Zhang, Xiaolu Fei, Lan Wei, Hui Chen

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2016

Chemical named entity recognition in patents by domain knowledge and unsupervised feature learning.

Yaoyun Zhang, Jun Xu, Hui Chen, Jingqi Wang, Yonghui Wu, Manu Prakasam, Hua Xu

Database J. Biol. Databases Curation, 2016

2014

Support Vector Machine Model for Diagnosing Pneumoconiosis Based on Wavelet Texture Features of Digital Chest Radiographs.

Biyun Zhu, Hui Chen, Budong Chen, Yan Xu, Kuan Zhang

J. Digit. Imaging, 2014

2012

Performance comparison of artificial neural network and logistic regression model for differentiating lung nodules on CT scans.

Hui Chen, Jing Zhang, Yan Xu, Budong Chen, Kuan Zhang

Expert Syst. Appl., 2012

2011

Classification of Pulmonary Nodules Using Neural Network Ensemble.

Hui Chen, Wenfang Wu, Hong Xia, Jing Du, Miao Yang, Binrong Ma

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011