ijsab.com logo

Medical Text Classification Based on Convolutional Neural Network: A Review Hazha Saeed Yahia & Adnan Mohsin Abdulazeez

Medical Text Classification Based on Convolutional Neural Network: A Review

Author (s)

Hazha Saeed Yahia & Adnan Mohsin Abdulazeez

Abstract

­

Medical text classification has a significant impact on disease diagnosis, medical research, and the automatic development of disease ontology, acquiring knowledge of clinical results recorded in the medical literature. Hence, medical text classification is challenging because it contains terminologies that describe medical concepts and terminologies. Furthermore, the medical data mostly does not follow natural language grammar; it has inadequate grammatical sentences. The techniques used for text classification give different results comparing to medical text classifications, as extracting text and training sets are different. One of the most significant text classification models in general and medical text classification specifically is CNN-based models. In this paper, many papers on medical text classification have been reviewed, and the details of each article, such as algorithms, or approaches used, databases, classification techniques, and outcomes obtained, are evaluated and outlined thoroughly. Besides, discussions were carried out on all the studied papers, which profoundly influenced medical documents classification.

 Keywords: Text classification, Medical text classification, Neural networks, Convolutional neural networks, CNN architecture.

Download PDF

Title:Medical Text Classification Based on Convolutional Neural Network: A Review
Author:Hazha Saeed Yahia & Adnan Mohsin Abdulazeez
Journal Name:International Journal of Science and Business
Website:ijsab.com
ISSN:ISSN 2520-4750 (Online), ISSN 2521-3040 (Print)
DOI:https://doi.org/10.5281/zenodo.4483635
Media:Online
Volume:5
Issue:3
Acceptance Date:30/01/2021
Date of Publication:31/01/2021
PDF URL:https://ijsab.com/wp-content/uploads/683.pdf
Free download:Available
Page:27-41
First Page:27
Last Page:41
Paper Type:Literature Review
Current Status:Published

 

Cite This Article:

Hazha Saeed Yahia & Adnan Mohsin Abdulazeez (2021). Medical Text Classification Based on Convolutional Neural Network: A Review. International Journal of Science and Business, 5(3), 27-41. doi: https://doi.org/10.5281/zenodo.4483635

Retrieved from https://ijsab.com/wp-content/uploads/683.pdf

 

About Author (s)

Hazha Saeed Yahia (corresponding author), Poly Techniques University, Duhok, Kurdistan Region, Iraq. E-mail: Hazha.yahia@gmail.com

Professor Adnan Mohsin Abdulazeez, Duhok Polytechnic University, Duhok, Kurdistan Region, Iraq.

 

 Download PDF

DOI: https://doi.org/10.5281/zenodo.4483635