Dr Shahzad Mumtaz
Lecturer
- 51cg
-
- School/Department
- School of Natural and Computing Sciences




- Publications
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Page 1 of 2 Results 1 to 25 of 41
FusionBullyNet: A Robust English—Arabic Cyberbullying Detection Framework Using Heterogeneous Data and Dual-Encoder Transformer Architecture with Attention Fusion
Mathematics, vol. 14, no. 1, 170Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
- [ONLINE]
Training data membership inference via Gaussian process meta-modeling: a post-hoc analysis approach
Working Papers: Preprint Papers- [OPEN ACCESS]
Conversion of sensitive data to Observational Medical Outcomes Partnership Common Data Model: Protocol for the development and use of Carrot
JMIR Research Protocols, vol. 14, e60917Contributions to Journals: Articles- [ONLINE]
- [ONLINE] DOI:
- [OPEN ACCESS]
A pipeline for harmonising NHS Scotland laboratory data to enable national-level analyses
Journal of Biomedical Informatics, vol. 162, 104771Contributions to Journals: Articles- [ONLINE] DOI:
A Digital Tool for Clinical Evidence–Driven Guideline Development by Studying Properties of Trial Eligible and Ineligible Populations: Development and Usability Study
Journal of Medical Internet Research, vol. 27, e52385Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
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
Journal of Medical Internet Research, vol. 26, e50235Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
Robust Parameter Optimisation of Noise-Tolerant Clustering for DENCLUE Using Differential Evolution
Mathematics, vol. 12, no. 21, 3367Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
Enhanced Parameter Estimation of DENsity CLUstEring (DENCLUE) Using Differential Evolution
Mathematics, vol. 12, no. 17, 2790Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
A Deep Learning Model for Detecting Fake Medical Images to Mitigate Financial Insurance Fraud
Computation, vol. 12, no. 9, 173Contributions to Journals: Articles- [ONLINE]
- [ONLINE] DOI:
- [OPEN ACCESS]
Enhancing Weather Scene Identification Using Vision Transformer
World Electric Vehicle Journal, vol. 15, no. 8, 373Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
Creating a Next Generation Phenotype Library: the health data research UK Phenotype Library
Journal of the American Medical Informatics Association, vol. 7, no. 2, ooae049Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
Improving the quality, speed and transparency of curating data to the Observational Medical Outcomes Partnership (OMOP) Common Data Model using the Carrot tool (Preprint)
Working Papers: Preprint Papers- [ONLINE] DOI:
- [ONLINE]
Unveiling AI-Generated Financial Text: A Computational Approach Using Natural Language Processing and Generative Artificial Intelligence
Computation, vol. 12, no. 5, 101Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
Img2Side:: A Transfer Learning Based Model for Predicting Drug Side Effects Using 2D Chemical Structural Images
IEEE Access, vol. 12, pp. 50184-50201Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
- [ONLINE]
Enhancing Hate Speech Detection in the Digital Age: A Novel Model Fusion Approach Leveraging a Comprehensive Dataset
IEEE Access, vol. 12, pp. 27225-27236Contributions to Journals: Articles- [ONLINE]
- [ONLINE] DOI:
- [OPEN ACCESS]
- [ONLINE]
Multiclass AI-Generated Deepfake Face Detection Using Patch-Wise Deep Learning Model
Computers, vol. 13, no. 1, 31Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
Chem2Side:: A Deep Learning Model with Ensemble Augmentation (Conventional + Pix2Pix) for COVID-19 Drug Side-Effects Prediction from Chemical Images
Information, vol. 14, no. 12, 663Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
- [ONLINE]
A Digital Tool for Clinical Evidence-Driven Guideline Development:: Studying Properties of Trial Eligible and Ineligible Populations
Working Papers: Preprint Papers- [ONLINE] DOI:
Unmasking Deception: Empowering Deepfake Detection with Vision Transformer Network
Mathematics, vol. 11, no. 17, 3710Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
Multi-Class Skin Cancer Classification Using Vision Transformer Networks and Convolutional Neural Network-Based Pre-Trained Models
Information, vol. 14, no. 7, 415Contributions to Journals: Articles- [ONLINE]
- [ONLINE] DOI:
- [OPEN ACCESS]
DeepFinancial Model for Exchange Rate Impacts Prediction of Political and Financial Statements
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI:
A Hybrid Architecture (CO-CONNECT) to Facilitate Rapid Discovery and Access to Data Across the United Kingdom in Response to the COVID-19 Pandemic: Development Study
Journal of Medical Internet Research, vol. 24, no. 12, pp. e40035Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
Safe machine learning model release from Trusted Research Environments: The SACRO-ML package
Working Papers: Preprint Papers- [ONLINE] DOI:
- [OPEN ACCESS]
Multiclass Brain Tumor Classification from MRI Images using Pre-Trained CNN Model
VFAST Transactions on Software Engineering, vol. 10, no. 4, pp. 22-28Contributions to Journals: Articles- [ONLINE] DOI:
- [OPEN ACCESS]
Mobile Application Usability Evaluation: A Study Based on Demography
IEEE Access, vol. 10, pp. 41512-41524Contributions to Journals: Articles- [ONLINE]
- [ONLINE] DOI:
- [OPEN ACCESS]