Reinforced Concrete Slabs Containing Recycled Concrete as Coarse Aggregate

Dec 31, 2024 - Jan 17, 2025

Country IRAQ

Location dsfdf

Abdulrahman, Mazin Burhan, et al. "Reinforced Concrete Slabs Containing Recycled Concrete as Coarse Aggregate." IOP Conference Series: Materials Science and Engineering. Vol. 978. No. 1. IOP Publishing, 2020.

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Deep Learning Convolutional Neural Networks Classification Based on Brain Cancer MRI

Jan 20, 2025 - Jan 20, 2025

Country IRAQ

Location adf

Brain tumor diagnosis and classification is a major challenge for medical field. The majority of the time, Computer-Aided Diagnostic Systems (CADS) and methods involving Deep learning (DL) are utilized to find brain tumors quickly and precisely. Artificial diagnostic systems, on the other hand, are not very accurate, the physician is not using them very well when diagnosing Magnetic Resonance Images (MRI). By applying image processing principles, it is possible to conceptualize the different human tissue structures. It is difficult to detect diseased structures in the human brain using only the most fundamental imaging methods. In this research, we present a model-based Convolutional Neural Network (CNN) structure for identifying and classifying brain tumors. The proposed method consists of two parts: pre-processing and classification. In this study, CNN architecture outperformed in state-of-the-art methods, with 99.87% accuracy. F1-score 99.88%, 99.76% precision.

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