Search Results - "Al Aloussi, Sarmad"
-
1
A novel solution of using deep learning for early prediction cardiac arrest in Sepsis patient: enhanced bidirectional long short-term memory (LSTM)
Published in Multimedia tools and applications (01-09-2021)“…Cardiac arrest is a common issue in Intensive Care Units (ICU) with low survival rate. Deep learning algorithms have been used to predict cardiac arrest…”
Get full text
Journal Article -
2
Supervised machine learning for early predicting the sepsis patient: modified mean imputation and modified chi-square feature selection
Published in Multimedia tools and applications (01-05-2021)“…Sepsis is a typical and significant emergency in medical clinics comprehensively. A creative and possible instrument for identifying sepsis stays elusive…”
Get full text
Journal Article -
3
A Novel Solution of Using Deep Learning for White Blood Cells Classification: Enhanced Loss Function with Regularization and Weighted Loss (ELFRWL)
Published in Neural processing letters (01-10-2020)“…Deep learning has been successfully applied in classification of white blood cells (WBCs), however, accuracy and processing time are found to be less than…”
Get full text
Journal Article -
4
Deep Learning Neural Network for Lung Cancer Classification: Enhanced Optimization Function
Published 05-08-2022“…Multimedia Tools and Applications, 2022 Background and Purpose: Convolutional neural network is widely used for image recognition in the medical area at…”
Get full text
Journal Article -
5
Deep learning neural network for lung cancer classification: enhanced optimization function
Published in Multimedia tools and applications (01-02-2023)“…Convolutional neural network is widely used for image recognition in the medical area at nowadays. However, overall accuracy in predicting lung tumor is low…”
Get full text
Journal Article -
6
Mixed reality in surgical telepresence: a novel extended mean value cloning with automatic trimap generation and accurate alpha matting for visualization
Published in Multimedia tools and applications (01-05-2024)“…The aim of this research is to propose an extended mean value cloning algorithm with automatic trimap generation and accurate alpha matting. This…”
Get full text
Journal Article -
7
Digital Fiat Currency (DFC): A Taxonomy for Automatic Sleep Stage Classification
Published in 2020 5th International Conference on Innovative Technologies in Intelligent Systems and Industrial Applications (CITISIA) (25-11-2020)“…Deep learning is the latest phenomena, which is being used to get the results for automatic classification, segmentation, image processing in various medical…”
Get full text
Conference Proceeding