publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Under Review
    Representation Invariance and Allocation: When Subgroup Balance Matters
    Anissa Alloula, Charles Jones, Zuzanna Skorniewska, and 2 more authors
    Oct 2025
    Link
  2. ICML
    Subgroups Matter for Robust Bias Mitigation
    Anissa Alloula, Charles Jones, Ben Glocker, and 1 more author
    In International Conference on Machine Learning, (ICML), Jul 2025
    Link
  3. JSCAI
    Can AI Capture and Quantify Clinical Expertise? Implications for Intracoronary Imaging in Percutaneous Coronary Intervention
    Ricardo Petraco, Rahul Bahl, Guilherme Almeida, and 10 more authors
    Journal of the Society for Cardiovascular Angiography & Interventions, Mar 2025
    Link

2024

  1. MICCAI
    On Biases in a UK Biobank-based Retinal Image Classification Model
    Anissa Alloula, Rima Mustafa, Daniel R. McGowan, and 1 more author
    In FAIMI @ MICCAI, Oct 2024
    Link

2023

  1. arXiv
    Autopet Challenge 2023: nnUNet-based Whole-Body 3D PET-CT Tumour Segmentation
    Anissa Alloula, Daniel R. McGowan, and Bartłomiej W. Papież
    Oct 2023
    Link
  2. EHJ
    Development of Artificial Intelligence Tools for Invasive Doppler-based Coronary Microvascular Assessment
    Henry Seligman, Sapna B Patel, Anissa Alloula, and 23 more authors
    European Heart Journal - Digital Health, Aug 2023
    Link