[PDF][PDF] A systematic literature review of deep and machine learning algorithms in cardiovascular diseases diagnosis

ZK Alkayyali, SAB Idris, SS Abu-Naser - Journal of Theoretical and Applied …, 2023 - jatit.org
During the whole cardiac cycle, heart sounds are created, and blood enters the heart
chambers as the cardiac regulators open and close. Blood flow produces aural noises; the …

[PDF][PDF] A systematic literature review of deep and machine learning algorithms in brain tumor and meta-analysis

AMH Taha, D Ariffin, SS Abu-Naser - Journal of Theoretical and Applied …, 2023 - jatit.org
Brain tumor (BT) is considered one of the dangerous conditions that could strike both adults
and children. 85 to 90% of all primary malignancies of the “Central Nervous System (CNS)” …

[HTML][HTML] Convolution neural network for breast cancer detection and classification using deep learning

BS Abunasser, MRJ Al-Hiealy, IS Zaqout… - Asian Pacific journal …, 2023 - ncbi.nlm.nih.gov
Objective: Early detection and precise diagnosis of breast cancer (BC) plays an essential
part in enhancing the diagnosis and improving the breast cancer survival rate of patients …

[PDF][PDF] Global climate prediction using deep learning

BY El-Habil, SS Abu-Naser - Journal of Theoretical and Applied Information …, 2022 - jatit.org
Climate scientists are gaining an understanding and data of the past and are projecting what
the future climate might be like through applying the climate models. A climate model is like …

[PDF][PDF] A systematic literature review of machine and deep learning-based detection and classification methods for diseases related to the respiratory system

QMM Zarandah, SM Daud, SS Abu-Naser - Journal of Theoretical and …, 2023 - jatit.org
Deep Learning (DL) is a sub field of Machine Learning (ML) that has considerable
prospective in many areas of study like computer vision, image, and audio processing. A …

Harnessing artificial intelligence for effective leadership: Opportunities and challenges

SR Qwaider, MM Abu-Saqer, I Albatish, AH Alsaqqa… - 2024 - philpapers.org
The integration of Artificial Intelligence (AI) into leadership practices is transforming
organizational dynamics and This decision-making processes. paper explores how AI can …

[PDF][PDF] A New Algorithm for Audio Files Augmentation

ZK Alkayyali, SAB Idris, SS Abu-Naser - Journal of Theoretical and Applied …, 2023 - jatit.org
The study proposes a new approach for augmenting audio data that can be used to improve
the performance of machine and deep learning algorithms. Augmentation techniques have …

Multi-modal MRI-Based Classification of Brain Tumors. A Comprehensive Analysis of 17 Distinct Classes

AMH Taha, SBB Ariffin, SS Abu-Naser - International Conference of …, 2023 - Springer
Brain tumor classification is a critical task in medical imaging, as accurate and timely
diagnosis is essential for effective treatment planning and patient care. In this study, we …

Fraudulent Financial Transactions Detection Using Machine Learning

RYR Abdaljawad, T Obaid… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
there is a critical need to identify transactional risks in financial institutions for the purpose of
improving customer experience and minimizing financial loss. This current study compares …

[PDF][PDF] Investigating The Effects Of Data Augmentation Techniques On Brain Tumor Detection Accuracy

AM Taha, D Ariffin, SS Abu-Naser - Journal Of Theoretical And Applied …, 2023 - jatit.org
Brain tumor detection is an essential task in medical image analysis. Convolutional neural
networks (CNNs) have shown remarkable performance in various computer vision tasks …