[HTML][HTML] An explainable artificial intelligence model for multiple lung diseases classification from chest X-ray images using fine-tuned transfer learning

E Mahamud, N Fahad, M Assaduzzaman… - Decision Analytics …, 2024 - Elsevier
Traditional deep learning models are often considered “black boxes” due to their lack of
interpretability, which limits their therapeutic use despite their success in classification tasks …

Optimized skin lesion segmentation: Analysing deeplabv3+ and assp against generative ai-based deep learning approach

H Masood, A Naseer, M Saeed - Foundations of Science, 2024 - Springer
Accurate skin lesion segmentation is an important task in dermatology for facilitating early
diagnosis and treatment planning. The challenges in skin lesion segmentation comprehend …

The application of deep learning in lung cancerous lesion detection

PTM Chu, TPB Ha, NM Vu, H Ha, TM Doan - medRxiv, 2024 - medrxiv.org
Background Characterized by rapid metastasis and a significant death rate, lung cancer
presents a formidable challenge, which underscores the critical role of early detection in …

[PDF][PDF] Decision Analytics Journal

E Mahamud, N Fahad, M Assaduzzaman, SM Zain… - researchgate.net
Traditional deep learning models are often considered ''black boxes''due to their lack of
interpretability, which limits their therapeutic use despite their success in classification tasks …