no code implementations • 21 Jan 2023 • Fouzia Altaf, Syed M. S. Islam, Naeem K. Janjua, Naveed Akhtar
We fuse the output of this layer with the predictions of a model induced with the traditional transfer learning performed over our pre-text transferred model.
no code implementations • 12 Aug 2021 • Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar
We hope that our reproducible investigation will help in curbing hype-driven claims for the critical problem of COVID-19 diagnosis, and pave the way for a more transparent performance evaluation of techniques for CT-based COVID-19 detection.
no code implementations • 16 Feb 2021 • Fouzia Altaf, Syed M. S. Islam, Naeem K. Janjua, Naveed Akhtar
COVID-19 classification using chest Computed Tomography (CT) has been found pragmatically useful by several studies.
no code implementations • 15 Feb 2019 • Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar, Naeem K. Janjua
Unique to this study is the Computer Vision/Machine Learning perspective taken on the advances of Deep Learning in Medical Imaging.