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Adnan Qayyum

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MedISure: Towards Assuring Machine Learning-based Medical Image Classifiers using Mixup Boundary Analysis

Nov 23, 2023
Adam Byfield, William Poulett, Ben Wallace, Anusha Jose, Shatakshi Tyagi, Smita Shembekar, Adnan Qayyum, Junaid Qadir, Muhammad Bilal

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Multivessel Coronary Artery Segmentation and Stenosis Localisation using Ensemble Learning

Oct 27, 2023
Muhammad Bilal, Dinis Martinho, Reiner Sim, Adnan Qayyum, Hunaid Vohra, Massimo Caputo, Taofeek Akinosho, Sofiat Abioye, Zaheer Khan, Waleed Niaz, Junaid Qadir

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Adversarial Machine Learning for Social Good: Reframing the Adversary as an Ally

Oct 05, 2023
Shawqi Al-Maliki, Adnan Qayyum, Hassan Ali, Mohamed Abdallah, Junaid Qadir, Dinh Thai Hoang, Dusit Niyato, Ala Al-Fuqaha

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R2S100K: Road-Region Segmentation Dataset For Semi-Supervised Autonomous Driving in the Wild

Aug 11, 2023
Muhammad Atif Butt, Hassan Ali, Adnan Qayyum, Waqas Sultani, Ala Al-Fuqaha, Junaid Qadir

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Membership Inference Attacks on DNNs using Adversarial Perturbations

Jul 11, 2023
Hassan Ali, Adnan Qayyum, Ala Al-Fuqaha, Junaid Qadir

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Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data

Jul 03, 2023
Adnan Qayyum, Hassan Ali, Massimo Caputo, Hunaid Vohra, Taofeek Akinosho, Sofiat Abioye, Ilhem Berrou, Paweł Capik, Junaid Qadir, Muhammad Bilal

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Can We Revitalize Interventional Healthcare with AI-XR Surgical Metaverses?

Mar 25, 2023
Adnan Qayyum, Muhammad Bilal, Muhammad Hadi, Paweł Capik, Massimo Caputo, Hunaid Vohra, Ala Al-Fuqaha, Junaid Qadir

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Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaverses

Oct 24, 2022
Adnan Qayyum, Muhammad Atif Butt, Hassan Ali, Muhammad Usman, Osama Halabi, Ala Al-Fuqaha, Qammer H. Abbasi, Muhammad Ali Imran, Junaid Qadir

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Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge

Jan 19, 2021
Adnan Qayyum, Kashif Ahmad, Muhammad Ahtazaz Ahsan, Ala Al-Fuqaha, Junaid Qadir

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An Active Learning Method for Diabetic Retinopathy Classification with Uncertainty Quantification

Dec 26, 2020
Muhammad Ahtazaz Ahsan, Adnan Qayyum, Junaid Qadir, Adeel Razi

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