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Articles by Ali SF
Enhancing skin lesion classification: a CNN approach with human baseline comparison
Early and precise detection of skin lesions is essential for effective treatment and improved patient outcomes (Houssein et al., 2024; Ali et al., 2022). Despite advancements in medical imaging technologies, significant challenges remain in achieving high diagnostic accuracy and efficiency in real-world clinical environments (Jackson et al., 2025; Esteva et al., 2019).
LIU-NET: lightweight Inception U-Net for efficient brain tumor segmentation from multimodal 3D MRI images
LIU-NET: lightweight Inception U-Net for efficient brain tumor segmentation from multimodal 3D MRI images 1Department of Artificial Intelligence, University of Management & Technology, Lahore, Pakistan 2Department of Computer Science, School of Systems and Technology, University of Management & Technology, Lahore, Pakistan 3Department of Computer Science, COMSATS Institute of Information Technology, Lahore, Pakistan 4Department of Information Systems, College of Computer and Information...
DistilRoBiLSTMFuse: an efficient hybrid deep learning approach for sentiment analysis
Several studies have been conducted in the rapidly evolving social media SA field, highlighting significant advancements in applying FE, ML and DL techniques. Exploring these methodologies has demonstrated significant potential for accurately interpreting the substantial quantities of opinionated content produced on various social media platforms. Researchers have explored various feature extraction (FE) methods for sentiment analysis, each offering distinct advantages and limitations.
Multi-horizon short-term load forecasting using hybrid of LSTM and modified split convolution
Electrical energy is a crucial commodity for the country’s economic growth and is also essential to fulfilling daily activities in every walk of life. Therefore, its demand is rising exponentially worldwide due to its widespread use in both the production industrial sector and non-production sectors.
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