Publications

We utilize transfer learning on the ADNI dataset, reduced in sample size by entropy selection to acheive state-of-the-art performance …

A generalized focal loss function based on the Tversky index to address the issue of data imbalance in medical image segmentation.

Recent Posts

Teaching

Assistant Lecturer, FinTech Bootcamp (Present)

University of Toronto School of Continuing Education

  • Python, SQL, machine learning, deep learning, AWS, Solidity

Teaching Assistant, Ryerson University (2018-2019)

Department of Electrical, Computer and Biomedical Engineering (ECBE)

  • ELE202 - Electric Circuit Analysis (Winter 2018, 2019)
    • Lab bench
  • BME802 - Human Computer Interaction (Winter 2018)
    • MATLAB
  • ELE532 - Signals and Systems 1 (Fall 2017)
    • MATLAB

Teaching Assistant, Ryerson University

Masters of Digital Media (MDM)

  • DG8002 - Digital Media Environments (Fall 2018)
    • HTML, CSS, JavaScript, Python

Contact

  • nabila.abraham@ryerson.ca
  • Toronto, ON