Mahmood Jasim Al-Shammary, Ibtisam R. Karim, Hayder M. Hadi, Basim Abdul Hussain
Iraqi Journal of Science and Technology • Vol. 14, Issue 2
Periodic maintenance of irrigation projects and the use of modern irrigation methods play a key role in improving irrigation efficiency and have a positive impact on economic factors and improving agricultural productivity. The Flow Pro 2 model was applied for estimating hydraulic transactions of the channel for the period 2012 and 2018, before and after the lining process.
Study Effects of Disinfection Products in Wastewater for Medical City on Tigris River
Manar Ahmed Ehmud, Farah Sami, Ali Challob Khraibet, Ghaidaa Sabry Hassoon
Iraqi Journal of Science and Technology • Vol. 14, Issue 2
This study focuses on the presence of disinfection by-products like trihalomethanes (THMs) compounds in wastewater of Medical City at the point where these by-products release to Tigris, examining seasonal variations in physicochemical parameters to assess the effects of pollutants on the Tigris River in Iraq.
Iraqi Journal of Science and Technology • Vol. 14, Issue 1
This study investigates the efficacy of machine learning techniques in classifying diverse IOT device types based on their network traffic patterns. Results reveal promising accuracy rates, with XGBoost achieving the highest accuracy at 91.2%, closely followed by Random Forest at 90.9%.
Developing Industrial ATMega328p Based Microcontroller Board
Noor Salim Joher, Mahmood Ali Janabi, Ali Fawzi Al-shammari, Ahmed Salman Al Tomaa
Iraqi Journal of Science and Technology • Vol. 14, Issue 1
This paper explores recent advancements in industrial microcontroller platforms with specific emphasis on the Kerduino microcontroller, examining distinctive features encompassing system design, voltage regulation, board programming interfaces, and mechanical robustness with a wide voltage tolerance range (12–30V) and robust power output of 5A.
Rawnak A. Abdulwahab, Laith A. Al-Ani, Auday H. Shaban
Iraqi Journal of Science and Technology • Vol. 14, Issue 1
The hyperspectral imaging efficiently discriminates between different types of land cover using narrow bands of the electromagnetic spectrum. This research aimed to improve hyperspectral image spatial resolution using Principal Component (PC) fusion method, fusing the Hyperion sensor image from EO-1 satellite with panchromatic images from Landsat-8 OLI sensor over Samarra City.
Artificial Intelligence in Healthcare: Transforming Patient Diagnosis and Treatment
Dr. Ahmed Al-Rashidi, Dr. Sarah Chen, Dr. Omar Hassan
Iraqi Journal of Science and Technology • Vol. 15, Issue 1
A comprehensive analysis of machine learning applications in clinical decision-making and their impact on healthcare outcomes, covering deep learning, NLP, and predictive analytics across various medical specialties.
Machine Learning Applications in Healthcare Diagnostics
Dr. Khaled Rahman, Dr. Jennifer Park, Dr. Ali Mahmoud
Computer Science Quarterly • Vol. 42, Issue 1
Deep learning CNN algorithms trained on 50,000 medical images achieving 94.2% accuracy for pulmonary nodule detection, 96.8% for fractures, and 92.5% for brain tumors — processing under 3 seconds per image.
Sustainable Materials in Civil Engineering: A Comprehensive Review
Dr. Omar Ibrahim, Dr. Lisa Chen, Dr. Fatima Abdullah
Engineering Review • Vol. 28, Issue 2
Analysis of 287 peer-reviewed studies on sustainable construction materials — recycled aggregates, bio-based materials, and composites showing 40% reduced carbon emissions with comparable or superior structural performance.
