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Item Conversion of sensitive data to Observational Medical Outcomes Partnership Common Data Model : Protocol for the development and use of Carrot(2025-04-02) Cox, Samuel; Masood, Erum; Panagi, Vasiliki; Macdonald, Calum; Milligan, Gordon; Horban, Scott; Santos, Roberto; Hall, Chris; Lea, Daniel; Tarr, Simon; Mumtaz, Shahzad; Akashili, Emeka; Rae, Andy; Urwin, Esmond; Cole, Christian; Sheikh, Aziz; Jefferson, Emily; Quinlan, Philip RoyItem Robust Parameter Optimisation of Noise-Tolerant Clustering for DENCLUE Using Differential Evolution(2024-10-27) Ajmal, Omer; Arshad, Humaira; Arshed, Muhammad Asad; Ahmed, Saeed; Mumtaz, Shahzad; University of Aberdeen.Computing ScienceItem Enhanced Parameter Estimation of DENsity CLUstEring (DENCLUE) Using Differential Evolution(2024-09-09) Ajmal, Omer; Mumtaz, Shahzad; Arshad, Humaira; Soomro, Abdullah; Hussain, Tariq; Attar, Razaz waheeb; Alhomoud, Ahmed; University of Aberdeen.Computing ScienceItem A Deep Learning Model for Detecting Fake Medical Images to Mitigate Financial Insurance Fraud(2024-08-29) Arshed, Muhammad asad; Mumtaz, Shahzad; Gherghina, Ștefan cristian; Urooj, Neelam; Ahmed, Saeed; Dewi, Christine; University of Aberdeen.Computing ScienceItem Enhancing Weather Scene Identification Using Vision Transformer(2024-08-16) Dewi, Christine; Arshed, Muhammad Asad; Christanto, Henoch Juli; Rehman, Hafiz Abdul; Muneer, Amgad; Mumtaz, Shahzad; University of Aberdeen.Computing ScienceItem Creating a Next Generation Phenotype Library : the health data research UK Phenotype Library(2024-07-01) Thayer, Daniel; Mumtaz, Shahzad; Elmessary, Muhammad; Scanlon, Ieuan; Zinnurov, Artur; Coldea, Alex-Ioan; Scanlon, Jack; Chapman, Martin; Curcin, Vasa; John, Ann; DelPozo-Banos, Marcos; Davies, Hannah; Karwath, Andreas; Gkoutos, Georgios; Fitzpatrick, Natalie; Quint, Jennifer K; Varma, Susheel; Milner, Chris; Oliveira, Carla; Parkinson, Helen; Denaxas, Spiros; Hemingway, Harry; Jefferson, Emily; University of Aberdeen.Computing ScienceItem Unmasking Deception : Empowering Deepfake Detection with Vision Transformer Network(2023-09-01) Arshed, Muhammad asad; Alwadain, Ayed; Faizan ali, Rao; Mumtaz, Shahzad; Ibrahim, Muhammad; Muneer, Amgad; University of Aberdeen.Computing Science