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Explainable Artificial Intelligence (XAI) in Medical Imaging: A Systematic Review of Techniques, Applications, and Challenges
Fahad Ahmed; Naila Sammar Naz; Sunawar Khan; Ateeq Ur Rehman; Waleed M. Ismael; Muhammad Adnan Khan
BMC Medical Imaging
2026
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An Interpretable, Data-Driven Framework Empowered by Explainable AI for Fuel Consumption and CO₂ Emission Prediction
Muhammad Sajid Farooq; Muhammad Saleem; Tehseen Mazhar; Muhammad Almas Anjum; Tariq Shahzad; Muhammad Adnan Khan; Habib Hamam
Catalysis Today
2026
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Enhancing Smart City Mobility Through Real-Time Explainable AI in Autonomous Vehicles
Ali Zaman Malik; Naila Sammar Naz; Fahad Ahmed; Muhammad Saleem; Muhammad Sajid Farooq; Ateeq Ur Rehman; Waleed M. Ismael; Muhammad Adnan Khan
Scientific Reports
2025
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Automated Guava Disease Detection Using Transfer Learning with ResNet-101
Muhammad Ahmed; Fahad Ahmed; Naila Sammar Naz; Tehseen Mazhar; Muhammad Adnan Khan; Muhammad Amir Khan; Amel Ksibi; Mohamed Abbas
Food Science & Nutrition
2025
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An Explainable Deep Learning Framework for Kidney Cancer Classification Using VGG16 and Layer-Wise Relevance Propagation on CT Images
Asma Batool; Fahad Ahmed; Naila Sammar Naz; Ayman Altameem; Ateeq Ur Rehman; Muhammad Adnan Khan; Ahmad Almogren
Computer Modeling in Engineering & Sciences
2025
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