SEWAR: A corpus-based N-gram approach for extracting semantically-related words from Arabic medical corpus

RH AlMahmoud, BH Hammo - Expert Systems with Applications, 2024 - Elsevier
Automatic aggregation of similar words into semantically related groups (or clusters) is of
interest to many natural language processing (NLP) applications. Extracting semantically …

Text Classification of Patient Experience Comments in Saudi Dialect Using Deep Learning Techniques

NZ Alhazzani, IM Al-Turaiki, SA Alkhodair - Applied Sciences, 2023 - mdpi.com
Improving the quality of healthcare services is of the utmost importance in healthcare
systems. Patient experience is a key aspect that should be gauged and monitored …

Research on Assistant Diagnostic Method of TCM Based on BERT and BiGRU Recurrent Neural Network

B Wang, F Yuan, S Chen, C Xu - … International Conference on …, 2022 - ieeexplore.ieee.org
This paper proposes a model based on BERT and bidirectional GRU (BiGRU) recurrent
neural network is proposed to realize disease diagnosis of patients. This method can …

Symptom-BERT: Enhancing Cancer Symptom Detection in EHR Clinical Notes

N Zeinali, A Albashayreh, W Fan, SG White - Journal of pain and symptom …, 2024 - Elsevier
Context Extracting cancer symptom documentation allows clinicians to develop highly
individualized symptom prediction algorithms to deliver symptom management care …

A Smart Multimodal Biomedical Diagnosis Based on Patient's Medical Questions and Symptoms

V Gunturu, R Krishnamoorthy, MA Begum… - 5G-Based Smart …, 2024 - taylorfrancis.com
The exponential increase of health-related digital data has given machine learning
algorithms a newfound ability to generate more meaningful insights. Information such as …

[PDF][PDF] Ascertaining Pain in Mental Health Records: Combining Empirical and Knowledge-Based Methods for Clinical Modelling of Electronic Health Record Text

J Chaturvedi - 2023 - kclpure.kcl.ac.uk
In recent years, state-of-the-art clinical Natural Language Processing (NLP), as in other
domains, has been dominated by neural networks and other statistical models. In contrast to …

[PDF][PDF] Industry 4.0 In Modern Patient Management.

ÁJC Rolon, WP Alvarado, MVD Perez - Webology, 2022 - webology.org
The fourth industrial revolution is marked by new technologies that favor not only the
business sector but also the human being himself, which is why it has gradually spread to all …