A hybrid medical text classification framework: Integrating attentive rule construction and neural network-Reference-Cited by-同舟云学术

A hybrid medical text classification framework: Integrating attentive rule construction and neural network

Published:2021-07 Issue: Volume:443 Page:345-355
ISSN:0925-2312
Container-title:Neurocomputing
language:en
Short-container-title:Neurocomputing

Author:

Li Xiang,Cui Menglin,Li Jingpeng,Bai Ruibin,Lu Zheng,Aickelin Uwe

Funder

Zhejiang Province Natural Science Foundation

Ningbo Science and Technology Bureau

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference45 articles.

1. Information overload within the health care system: a literature review;Hall;Health Information & Libraries Journal,2004

2. Mining sequential patterns with regular expression constraints;Garofalakis;IEEE Transactions on Knowledge and Data Engineering,2002

3. M. Cui, R. Bai, Z. Lu, X. Li, U. Aickelin, P. GE, Regular Expression Based Medical Text Classification Using Constructive Heuristic Approach, IEEE Access 7 (2019) 147892–147904.

4. Long Short-Term Memory;Hochreiter;Neural Computation,1997

5. J. D’Souza, V. Ng, Ensemble-based medical relation classification, in: Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers, 2014, pp. 1682–1693.

Cited by 31 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Medical chief complaint classification with hierarchical structure of label descriptions;Expert Systems with Applications;2024-10

2. Hybrid RNN Based Text Classification Model for Unstructured Data;SN Computer Science;2024-07-26

3. Research on Public Service Request Text Classification Based on BERT-BiLSTM-CNN Feature Fusion;Applied Sciences;2024-07-18

4. Emotion mining for early suicidal threat detection on both social media and suicide notes using context dynamic masking-based transformer with deep learning;Multimedia Tools and Applications;2024-05-25

5. A Hybrid Method for Clinical Text Classification Based on Confident Predictions and Regular Expressions;2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC);2024-02-19