51cg

Dr Shahzad Mumtaz

Dr Shahzad Mumtaz
Dr Shahzad Mumtaz
Dr Shahzad Mumtaz

Lecturer

51cg
Publications

Page 1 of 1 Results 1 to 41 of 41

  • FusionBullyNet: A Robust English—Arabic Cyberbullying Detection Framework Using Heterogeneous Data and Dual-Encoder Transformer Architecture with Attention Fusion

    Mahdi, M. A., Arshed, M. A., Mumtaz, S.
    Mathematics, vol. 14, no. 1, 170
    Contributions to Journals: Articles
  • Training data membership inference via Gaussian process meta-modeling: a post-hoc analysis approach

    Huang, Y., Zhang, P., Mumtaz, S.
    Working Papers: Preprint Papers
  • Conversion of sensitive data to Observational Medical Outcomes Partnership Common Data Model: Protocol for the development and use of Carrot

    Cox, S., Masood, E., Panagi, V., Macdonald, C., Milligan, G., Horban, S., Santos, R., Hall, C., Lea, D., Tarr, S., Mumtaz, S., Akashili, E., Rae, A., Urwin, E., Cole, C., Sheikh, A., Jefferson, E., Quinlan, P. R.
    JMIR Research Protocols, vol. 14, e60917
    Contributions to Journals: Articles
  • A pipeline for harmonising NHS Scotland laboratory data to enable national-level analyses

    Gao, C., Mumtaz, S., Mccall, S., O’sullivan, K., McGilchrist, M., Morales, D. R., Hall, C., Wilde, K., Mayor, C., Linksted, P., Harrison, K., Cole, C., Jefferson, E.
    Journal of Biomedical Informatics, vol. 162, 104771
    Contributions to Journals: Articles
  • A Digital Tool for Clinical Evidence–Driven Guideline Development by Studying Properties of Trial Eligible and Ineligible Populations: Development and Usability Study

    Mumtaz, S., McMinn, M., Cole, C., Gao, C., Hall, C., Guignard-Duff, M., Huang, H., McAllister, D. A., Morales, D. R., Jefferson, E., Guthrie, B.
    Journal of Medical Internet Research, vol. 27, e52385
    Contributions to Journals: Articles
  • 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

    Jefferson, E., Milligan, G., Johnston, J., Mumtaz, S., Cole, C., Best, J., Giles, T. C., Cox, S., Masood, E., Horban, S., Urwin, E., Beggs, J., Chuter, A., Reilly, G., Morris, A., Seymour, D., Hopkins, S., Sheikh, A., Quinlan, P.
    Journal of Medical Internet Research, vol. 26, e50235
    Contributions to Journals: Articles
  • Robust Parameter Optimisation of Noise-Tolerant Clustering for DENCLUE Using Differential Evolution

    Ajmal, O., Arshad, H., Arshed, M. A., Ahmed, S., Mumtaz, S.
    Mathematics, vol. 12, no. 21, 3367
    Contributions to Journals: Articles
  • Enhanced Parameter Estimation of DENsity CLUstEring (DENCLUE) Using Differential Evolution

    Ajmal, O., Mumtaz, S., Arshad, H., Soomro, A., Hussain, T., Attar, R. w., Alhomoud, A.
    Mathematics, vol. 12, no. 17, 2790
    Contributions to Journals: Articles
  • A Deep Learning Model for Detecting Fake Medical Images to Mitigate Financial Insurance Fraud

    Arshed, M. a., Mumtaz, S., Gherghina, ?. c., Urooj, N., Ahmed, S., Dewi, C.
    Computation, vol. 12, no. 9, 173
    Contributions to Journals: Articles
  • Enhancing Weather Scene Identification Using Vision Transformer

    Dewi, C., Arshed, M. A., Christanto, H. J., Rehman, H. A., Muneer, A., Mumtaz, S.
    World Electric Vehicle Journal, vol. 15, no. 8, 373
    Contributions to Journals: Articles
  • Creating a Next Generation Phenotype Library: the health data research UK Phenotype Library

    Thayer, D., Mumtaz, S., Elmessary, M., Scanlon, I., Zinnurov, A., Coldea, A., Scanlon, J., Chapman, M., Curcin, V., John, A., DelPozo-Banos, M., Davies, H., Karwath, A., Gkoutos, G., Fitzpatrick, N., Quint, J. K., Varma, S., Milner, C., Oliveira, C., Parkinson, H., Denaxas, S., Hemingway, H., Jefferson, E.
    Journal of the American Medical Informatics Association, vol. 7, no. 2, ooae049
    Contributions to Journals: Articles
  • Improving the quality, speed and transparency of curating data to the Observational Medical Outcomes Partnership (OMOP) Common Data Model using the Carrot tool (Preprint)

    Cox, S., Masood, E., Panagi, V., Macdonald, C., Milligan, G., Horban, S., Santos, R., Hall, C., Lea, D., Tarr, S., Mumtaz, S., Akashili, E., Rae, A., Cole, C., Sheikh, A., Jefferson, E., Quinlan, P. R.
    Working Papers: Preprint Papers
  • Unveiling AI-Generated Financial Text: A Computational Approach Using Natural Language Processing and Generative Artificial Intelligence

    Arshed, M. A., Gherghina, ?. C., Dewi, C., Iqbal, A., Mumtaz, S.
    Computation, vol. 12, no. 5, 101
    Contributions to Journals: Articles
  • Img2Side:: A Transfer Learning Based Model for Predicting Drug Side Effects Using 2D Chemical Structural Images

    Arshed, M. A., Ibrahim, M., Mumtaz, S., Ali, T., Choi, G. S.
    IEEE Access, vol. 12, pp. 50184-50201
    Contributions to Journals: Articles
  • Enhancing Hate Speech Detection in the Digital Age: A Novel Model Fusion Approach Leveraging a Comprehensive Dataset

    Sharif, W., Abdullah, S., Iftikhar, S., Al-Madani, D., Mumtaz, S.
    IEEE Access, vol. 12, pp. 27225-27236
    Contributions to Journals: Articles
  • Multiclass AI-Generated Deepfake Face Detection Using Patch-Wise Deep Learning Model

    Arshed, M. A., Mumtaz, S., Ibrahim, M., Dewi, C., Tanveer, M., Ahmed, S.
    Computers, vol. 13, no. 1, 31
    Contributions to Journals: Articles
  • Chem2Side:: A Deep Learning Model with Ensemble Augmentation (Conventional + Pix2Pix) for COVID-19 Drug Side-Effects Prediction from Chemical Images

    Arshed, M. A., Ibrahim, M., Mumtaz, S., Tanveer, M., Ahmed, S.
    Information, vol. 14, no. 12, 663
    Contributions to Journals: Articles
  • A Digital Tool for Clinical Evidence-Driven Guideline Development:: Studying Properties of Trial Eligible and Ineligible Populations

    Mumtaz, S., McMinn, M., Cole, C., Gao, C., Hall, C., Guignard-Duff, M., Huang, H., McAllister, D. A., Morales, D. R., Jefferson, E., Guthrie, B.
    Working Papers: Preprint Papers
  • Unmasking Deception: Empowering Deepfake Detection with Vision Transformer Network

    Arshed, M. a., Alwadain, A., Faizan ali, R., Mumtaz, S., Ibrahim, M., Muneer, A.
    Mathematics, vol. 11, no. 17, 3710
    Contributions to Journals: Articles
  • Multi-Class Skin Cancer Classification Using Vision Transformer Networks and Convolutional Neural Network-Based Pre-Trained Models

    Arshed, M. a., Mumtaz, S., Ibrahim, M., Ahmed, S., Tahir, M., Shafi, M.
    Information, vol. 14, no. 7, 415
    Contributions to Journals: Articles
  • DeepFinancial Model for Exchange Rate Impacts Prediction of Political and Financial Statements

    Arshed, M. a., Mumtaz, S., Hussain, M., Alamdar, R., Hassan, M. t., Tanveer, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • 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

    Jefferson, E., Cole, C., Mumtaz, S., Urwin, E., Lea, D., Macdonald, C., Best, J., Masood, E., Milligan, G., Johnston, J., Horban, S., Birced, I., Hall, C., Jackson, A. S., Collins, C., Rising, S., Dodsley, C., Hampton, J., Hadfield, A., Tarr, S., Panagi, V., Lavagna, J., Jackson, T., Chuter, A., Beggs, J., Ward, H., von Ziegenweidt, J., Burns, F., Martin, J., Sebire, N., Morris, C., Bradley, D., Baxter, R., Ahonen-Bishopp, A., Smith, P., Shoemark, A., Valdes, A. M., Ollivere, B., Manisty, C., Eyre, D., Gallant, S., Joy, G., McAuley, A., Connell, D., Northstone, K., Jeffery, K., Di Angelantonio, E., McMahon, A., Walker, M., Semple, M. G., Lawrence, E., Davies, B., Baillie, J. K., Tang, M., Leeming, G., Power, L., Breeze, T., Orton, C., Pierce, I., Hall, I., Ladhani, S., Gillson, N., Whitaker, M., Shallcross, L., Seymour, D., Varma, S., Reilly, G., Morris, A., Hopkins, S., Sheikh, A., Quinlan, P., Cox, S., Giles, T. C., Adejumo, S., Santos, R., Martinez-Queipo, M., Sims, J. M., Murray, D.
    Journal of Medical Internet Research, vol. 24, no. 12, pp. e40035
    Contributions to Journals: Articles
  • Safe machine learning model release from Trusted Research Environments: The SACRO-ML package

    Smith, J. C., Preen, R. J., McCarthy, A., Albashir, M., Crespi-Boixader, A., Mumtaz, S., Liley, J., Rogers, S., Jones, Y.
    Working Papers: Preprint Papers
  • Multiclass Brain Tumor Classification from MRI Images using Pre-Trained CNN Model

    Arshed, M. a., Shahzad, A., Arshad, K., Karim, D., Mumtaz, S., Tanveer, M.
    VFAST Transactions on Software Engineering, vol. 10, no. 4, pp. 22-28
    Contributions to Journals: Articles
  • Mobile Application Usability Evaluation: A Study Based on Demography

    Ali, W., Riaz, O., Mumtaz, S., Khan, A. r., Saba, T., Bahaj, S. a.
    IEEE Access, vol. 10, pp. 41512-41524
    Contributions to Journals: Articles
  • A National Network of Safe Havens: Scottish Perspective

    Gao, C., McGilchrist, M., Mumtaz, S., Hall, C., Anderson, L. A., Zurowski, J., Gordon, S., Lumsden, J., Munro, V., Wozniak, A., Sibley, M., Banks, C., Duncan, C., Linksted, P., Hume, A., Stables, C. L., Mayor, C., Caldwell, J., Wilde, K., Cole, C., Jefferson, E.
    Journal of Medical Internet Research, vol. 24, no. 3, pp. e31684
    Contributions to Journals: Articles
  • Urdu Handwritten Characters Data Visualization and Recognition Using Distributed Stochastic Neighborhood Embedding and Deep Network

    Husnain, M., Saad Missen, M. M., Mumtaz, S., Khan, D. M., Coustaty, M., Luqman, M. M., Ogier, J., Khattak, H., Ali, S., Samad, A., Sarfraz, S. (ed.)
    Complexity, vol. 2021, 4383037
    Contributions to Journals: Articles
  • Desiderata for the development of next-generation electronic health record phenotype libraries

    Mumtaz, S., Rasmussen, L. V., Karwath, A., Gkoutos, G. V., Gao, C., Thayer, D., Pacheco, J. A., Parkinson, H., Richesson, R. L., Jefferson, E., Denaxas, S., Curcin, V., Chapman, M.
    GigaScience, vol. 10, no. 9, giab059
    Contributions to Journals: Articles
  • A systematic study on the role of SentiWordNet in opinion mining

    Husnain, M., Missen, M. m. s., Akhtar, N., Coustaty, M., Mumtaz, S., Prasath, V. b. s.
    Frontiers of Computer Science, vol. 15, no. 4, 154614
    Contributions to Journals: Articles
  • Urdu handwritten text recognition: a survey

    Husnain, M., Saad missen, M. m., Mumtaz, S., Coustaty, M., La Rochelle, U., La Rochelle, U.
    IET Image Processing, vol. 14, no. 11, pp. 2291-2300
    Contributions to Journals: Articles
  • Performance Comparison of GPU-Based Jacobi Solvers Using CUDA Provided Synchronization Methods

    Aslam, M., Riaz, O., Mumtaz, S., Asif, A. d.
    IEEE Access, vol. 8, pp. 31792-31812
    Contributions to Journals: Articles
  • An Empirical Approach for Extreme Behavior Identification through Tweets Using Machine Learning

    Sharif, W., Mumtaz, S., Shafiq, Z., Riaz, O., Ali, T., Husnain, M., Choi, G. S.
    Applied Sciences, vol. 9, no. 18, 3723
    Contributions to Journals: Articles
  • Recognition of Urdu Handwritten Characters Using Convolutional Neural Network

    Husnain, M., Saad missen, M. m., Mumtaz, S., Jhanidr, M. z., Coustaty, M., Muzzamil luqman, M., Ogier, J., Sang choi, G.
    Applied Sciences, vol. 9, no. 13, 2758
    Contributions to Journals: Articles
  • Visualization of High-Dimensional Data by Pairwise Fusion Matrices Using t-SNE

    Husnain, M., Missen, M., Mumtaz, S., Luqman, M., Coustaty, M., Ogier, J.
    Symmetry, vol. 11, no. 1, 107
    Contributions to Journals: Articles
  • Scrutinizing human MHC polymorphism: Supertype analysis using Poisson-Boltzmann electrostatics and clustering

    Mumtaz, S., Nabney, I. t., Flower, D. r.
    Journal of Molecular Graphics and Modelling, vol. 77, pp. 130-136
    Contributions to Journals: Articles
  • Visualisation of heterogeneous data with the generalised generative topographic mapping

    Randrianandrasana, M., Mumtaz, S., Nabney, I.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Multi-level visualisation using Gaussian process latent variable models

    Mumtaz, S., Flower, D., Nabney, I.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Novel visualization methods for protein data

    Mumtaz, S., Nabney, I., Flower, D.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Object oriented software modeling using NLP based knowledge extraction

    Bajwa, I., Samad, A., Mumtaz, S.
    European Journal of Scientific Research, vol. 35, no. 1, pp. 22-33
    Contributions to Journals: Articles
  • BPM meeting with SOA: A customized solution for small business enterprises

    Bajwa, I., Samad, A., Mumtaz, S., Kazmi, R., Choudhary, A.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Database interfacing using natural language processing

    Bajwa, I., Mumtaz, S., Naweed, M.
    European Journal of Scientific Research, vol. 20, no. 4, pp. 844-851
    Contributions to Journals: Articles

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