Publications

Debiasify: Self-Distillation for Unsupervised Bias Mitigation (@IEEE/CVF WACV, 2025)

Nourhan Bayasi, Jamil Fayyad, Ghassan Hamarneh, Rafeef Garbi, Homayoun Najjaran

BiasPruner: Debiased Continual Learning for Medical Image Classification (Oral Presentation (Top 4%), Early Accept (Top 11%) @MICCAI, 2024)

Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi

GC2: Generalizable Continual Classification of Medical Images (@IEEE TMI, 2024)

Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

Continual-Zoo: Leveraging Zoo Models for Continual Classification of Medical Images (CLVISION @@IEEE/CVF CVPR, 2024)

Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification (ISIC Skin Image Analysis Workshop @MICCAI, 2023)

Nourhan Bayasi, Siyi Du, Ghassan Hamarneh, Rafeef Garbi

AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets (ISIC Skin Image Analysis Workshop @MICCAI, 2023)

Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (@MICCAI, 2023)

Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning (ISIC Skin Image Analysis Workshop @ECCV, 2022)

Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

BoosterNet: Improving Domain Generalization of Deep Neural Nets using Culpability-Ranked Features (@@IEEE/CVF CVPR, 2022)

Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

Culprit-Prune-Net: Efficient Continual Sequential Multi-domain Learning with Application to Skin Lesion Classification (Eary Accept (Top 11%) @MICCAI, 2021)

Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

A Novel Algorithm for the Prediction and Detection of Ventricular Arrhythmia (@Journal of Analog Integrated Circuits and Signal Processing, 2019)

Nourhan Bayasi, Temesghen Tekeste, Hani Saleh, Ahsan H. Khandoker, Baker Mohammad, Mohammed Ismail

Low‑power ECG‑based Processor for Predicting Ventricular Arrhythmia (@IEEE VLSI Transaction, 2015)

Nourhan Bayasi, Temesghen Tekeste, Hani Saleh; Baker Mohammad; Ahsan Khandoker; Mohammed Ismail