Image-CNN Based Process Control of Profile by Zeinab, Zeinab Jihad

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Detection of central serous retinopathy using deep learning through retinal images by Syed Ale Hassan (17785655)

“…This research proposes a deep learning-based CSR detection employing two imaging techniques: OCT and fundus photography. …”

A Deep Learning based Process Model for Crack Detection in Pavement Structures by Rababaah, Aaron

“…This paper presents an investigation of the effectiveness of a Machine Deep Learning (DL) model using Convolution Neural Networks (CNN) in detecting cracks in asphalt pavement. …”
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Feature modeling using polynomial classifiers and stepwise regression by Shanableh, Tamer

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Salak Image Classification Method Based Deep Learning Technique Using Two Transfer Learning Models by Theng, Lau Wei

“…Pre-processing on the dataset is required to standardize the dataset by resizing the image into 224 * 224 pixels, convert into jpg format and augmentation. …”
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Markisa/Passion Fruit Image Classification Based Improved Deep Learning Approach Using Transfer Learning by Abdo, Ahmed

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Cardiometabolic biomarker prediction based on retinal fundus image by Syed Abdullah Basit (18021787)

Deep learning-based marine big data fusion for ocean environment monitoring: Towards shape optimization and salient objects detection by Sulaiman Khan (12585349)

Extreme Early Image Recognition Using Event-Based Vision by Abubakar Abubakar (18278998)

“…<p dir="ltr">While deep learning algorithms have advanced to a great extent, they are all designed for frame-based imagers that capture images at a high frame rate, which leads to a high storage requirement, heavy computations, and very high power consumption. …”

Image-Based Air Quality Estimation Using Convolutional Neural Network Optimized by Genetic Algorithms: A Multi-Dataset Approach by Arshad Ali Khan (23152516)

Enhancing waste sorting and recycling efficiency: robust deep learning-based approach for classification and detection by Faizul Rakib Sayem (21399890)

Cyber-risk Mitigation Strategies and the Role of Artificial Intelligence in Mitigating Cyber-Risks: The Case of the United Arab Emirates Transport Sector by ALYAMMAHI, ALI SAEED ALI AHMED

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Secure IoMT for Disease Prediction Empowered With Transfer Learning in Healthcare 5.0, the Concept and Case Study by Tahir Abbas Khan (21632639)

Artificial intelligence-based methods for fusion of electronic health records and imaging data by Farida Mohsen (16994682)

DiaNet: A Deep Learning Based Architecture to Diagnose Diabetes Using Retinal Images Only by Mohammad Tariqul Islam (7854059)

“…Comparing the performance of DiaNet against the existing clinical data-based machine learning models, we conclude that the retinal images contain sufficient information to distinguish the Qatari diabetes cohort from the control group. …”

Image and audio caps: automated captioning of background sounds and images using deep learning by M. Poongodi (14158869)

Deep learning and vision transformers-based framework for breast cancer and subtype identification by Ishrat Jahan (5782163)

“…The proposed deep learning-based framework for advanced breast cancer detection and subtype identification yielded promising results. …”

Exploring Semi-Supervised Learning Algorithms for Camera Trap Images by Sajun, Ali Reza

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An Efficient Prediction System for Diabetes Disease Based on Deep Neural Network by Tawfik Beghriche (19563184)

“…Such algorithms are state‐of‐the‐art in computer vision, language processing, and image analysis, and when applied in healthcare for prediction and diagnosis purposes, these algorithms can produce highly accurate results. …”

Across the Spectrum In-Depth Review AI-Based Models for Phishing Detection by Shakeel Ahmad (702854)

“…The study reviews traditional phishing detection methods, ML and DL models, phishing datasets, and the step-by-step phishing process. …”