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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 Safe machine learning model release from Trusted Research Environments : The SACRO-ML package(ArXiv, 2022-12-02) Smith, Jim C; Preen, Richard J.; McCarthy, Andrew; Albashir, Maha; Crespi-Boixader, Alba; Mumtaz, Shahzad; Liley, James; Rogers, Simon; Jones, Yola; University of Aberdeen.Computing ScienceItem A Digital Tool for Clinical Evidence–Driven Guideline Development by Studying Properties of Trial Eligible and Ineligible Populations : Development and Usability Study(2025-01-16) Mumtaz, Shahzad; McMinn, Megan; Cole, Christian; Gao, Chuang; Hall, Christopher; Guignard-Duff, Magalie; Huang, Huayi; McAllister, David A; Morales, Daniel R.; Jefferson, Emily; Guthrie, Bruce; University of Aberdeen.Computing ScienceItem The Challenges and Lessons Learned Building a New UK Infrastructure for Finding and Accessing Population-Wide COVID-19 Data for Research and Public Health Analysis: The CO-CONNECT Project(2024-11-20) Jefferson, Emily; Milligan, Gordon; Johnston, Jenny; Mumtaz, Shahzad; Cole, Christian; Best, Joseph; Giles, Thomas Charles; Cox, Samuel; Masood, Erum; Horban, Scott; Urwin, Esmond; Beggs, Jillian; Chuter, Antony; Reilly, Gerry; Morris, Andrew; Seymour, David; Hopkins, Susan; Sheikh, Aziz; Quinlan, Philip; University of Aberdeen.Computing Science; University of Aberdeen.Professional ServicesItem 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 Multiclass Brain Tumor Classification from MRI Images using Pre-Trained CNN Model(2022-11-08) Arshed, Muhammad asad; Shahzad, Aqsa; Arshad, Kamran; Karim, Danial; Mumtaz, Shahzad; Tanveer, Muhammad; University of Aberdeen.Computing ScienceItem Chem2Side: : A Deep Learning Model with Ensemble Augmentation (Conventional + Pix2Pix) for COVID-19 Drug Side-Effects Prediction from Chemical Images(2023-12-16) Arshed, Muhammad Asad; Ibrahim, Muhammad; Mumtaz, Shahzad; Tanveer, Muhammad; Ahmed, Saeed; University of Aberdeen.Computing Science
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