Optimizing the Clinical Decision Support System (CDSS) by Using Recurrent Neural Network (RNN) Language Models for Real-Time Medical Query Processing

• Main Authors: Al Barazanchi I.I., Hashim W., Thabit R., Alrasheedy M.N., Aljohan A., Park J., Chang B.
• Other Authors: 57659035200
• Format: Article
• Published: Tech Science Press 2025
• Subjects: Clinical research; Deep neural networks; Diagnosis; Diseases; Electrotherapeutics; Hospital data processing; Long short-term memory; Multilayer neural networks; Query languages; Query processing; Clinical decision support system; Clinical decision support systems; Deep learning; Healthcare; Medical query; Neural-networks; Recurrent neural network; Short term memory; Wireless body area network; Convolutional neural networks

This research aims to enhance Clinical Decision Support Systems (CDSS) within Wireless Body Area Networks (WBANs) by leveraging advanced machine learning techniques. Specifically, we target the challenges of accurate diagnosis in medical imaging and sequential data analysis using Recurrent Neural Ne...